Revise the daily report prompt text to include further detail regarding geographic scope

be composed per report type

.gitignore

@@ -1,6 +1,5 @@
-# Compiled application binary and testing workspace
+# Compiled application binary
 /weatherreporter
-/workspace
 
 # ---> Go
 # If you prefer the allow list template instead of the deny list, see community template:

.woodpecker/release.yml

@@ -2,8 +2,50 @@ when:
   - event: tag
 
 steps:
+  - name: validate-release
+    image: golang:1.26.5
+    commands:
+      - |
+        set -eu
+
+        version="$CI_COMMIT_TAG"
+        release_note="docs/releases/$version.md"
+
+        if ! printf '%s\n' "$version" |
+          grep -Eq '^v(0|[1-9][0-9]*)\.(0|[1-9][0-9]*)\.(0|[1-9][0-9]*)$'
+        then
+          printf '%s\n' "invalid release tag: $version" >&2
+          exit 1
+        fi
+        test -s "$release_note"
+        test -z "$(git ls-files go.work go.work.sum)"
+        test ! -e vendor
+        if grep -Eq '^[[:space:]]*replace([[:space:]]|\()' go.mod
+        then
+          printf '%s\n' 'go.mod contains a replacement' >&2
+          exit 1
+        fi
+
+        GOWORK=off go test -count=1 ./...
+        GOWORK=off go test -race -count=1 ./...
+        GOWORK=off go vet ./...
+        GOWORK=off go build ./...
+        GOWORK=off go mod tidy -diff
+
+        unformatted=$(
+          git ls-files '*.go' |
+            while IFS= read -r go_file
+            do
+              gofmt -l "$go_file"
+            done
+        )
+        test -z "$unformatted"
+        git diff --check
+
   - name: build-release-assets
-    image: golang:1.25
+    image: golang:1.26.5
+    depends_on:
+      - validate-release
     commands:
       - |
         set -eu
@@ -33,8 +75,11 @@ steps:
         build_binary windows amd64 ".exe"
         build_binary windows arm64 ".exe"
 
+        host_binary="$dist/weatherreporter-$version-$(go env GOOS)-$(go env GOARCH)"
+        test "$("$host_binary" --version)" = "weatherreporter $version"
+
   - name: publish-release
-    image: woodpeckerci/plugin-release
+    image: woodpeckerci/plugin-release:0.3.1
     depends_on:
       - build-release-assets
     settings:
@@ -42,6 +87,8 @@ steps:
         from_secret: GITEA_RELEASE_TOKEN
       files:
         - dist/weatherreporter-*
+      title: Weatherreporter ${CI_COMMIT_TAG}
+      note: docs/releases/${CI_COMMIT_TAG}.md
       checksum: sha256
       checksum-file: SHA256SUMS
       checksum-flatten: true

AGENTS.md

@@ -1,4 +1 @@
-Please carefully review the documents in `docs/policy` before making any changes to this repository.
- - `architecture.md` provides the canonical high-level architecture policy for this repository.
- - `development.md` provides more granular development policy for this repository.
- - `documentation.md` provides the canonical documentation policy for this repository.
+Please review `docs/development.md` for initial orientation in this repository and follow its task-specific reading guide.

README.md

@@ -1,21 +1,31 @@
 # weatherreporter
 
-`weatherreporter` is a Go application for preparing human-facing weather
-reports from normalized forecast data. It builds structured briefing packages,
-runs them through `scriptorium`, and keeps inspectable artifacts under a local
-workspace.
+Weatherreporter is a Go CLI that turns normalized weather data into
+human-facing Markdown reports.
+
+It produces a Markdown report at an operator-owned destination and can upload
+the completed output through Distributor. It can also compare explicitly
+selected Promptkit profiles against one shared prepared report and publish a
+local comparison bundle.
 
 ## Quickstart
 
 ```sh
-weatherreporter generate daily --date 2026-05-29 --out ./daily.md
+weatherreporter generate today
 ```
 
+Configure a Weather API endpoint first; see the
+[configuration reference](docs/config.md). The report is written to
+`today.md` in the current directory when `output.directory` is not configured.
+Set that configuration value for an ordinary publication directory, or use
+`--out` for one command. See the [CLI reference](docs/cli.md) and [operations
+guide](docs/operations.md) for command and operating details.
+
 ## Documentation
 
 - [CLI reference](docs/cli.md)
 - [Configuration reference](docs/config.md)
 - [Operations guide](docs/operations.md)
-- [Troubleshooting](docs/troubleshooting.md)
+- [Comparison bundle contract](docs/integrations/comparison-bundle.md)
+- [Development guide](docs/development.md)
 - [Architecture policy](docs/policy/architecture.md)
-- [Development policy](docs/policy/development.md)

docs/adr/0001-stateless-execution.md

@@ -0,0 +1,100 @@
+# 0001: Make Weatherreporter Execution Stateless
+
+Status: Accepted
+
+Date: 2026-08-01
+
+## Context
+
+Weather reports are ephemeral products. Forecasts and current conditions change
+continuously, so the useful response to an old, failed, or superseded report is
+normally a new generation rather than replaying or inspecting a prior run.
+
+The existing run-addressed workspace retains module snapshots, prompt inputs,
+execution receipts, generated text, rendered reports, metadata, and
+notification receipts. That provenance store accumulates operational history
+whose recovery and compatibility obligations are disproportionate to the value
+of an ephemeral weather report. It also exists solely to support local Recent
+Changes comparison for a rarely used report section.
+
+The temporary roadmap that defined the feature scope and implementation plan
+has been retired under the repository's documentation lifecycle. The
+[architecture policy](../policy/architecture.md) defines the resulting system
+invariants; this decision records their durable rationale.
+
+## Decision
+
+Weatherreporter will operate as a stateless transformation pipeline:
+
+```text
+Weather API input
+  -> deterministic facts and modules
+  -> Promptkit data package and generated text
+  -> repository-owned Markdown rendering
+  -> operator-owned report output
+  -> optional Distributor upload
+```
+
+Ordinary invocations will retain intermediate values only for the active
+process and will publish one operator-owned Markdown output atomically. A
+failed or canceled generation must not truncate or partially replace an
+existing selected output. Single-report Distributor notification follows
+successful publication; batch notification follows successful publication of
+every planned report.
+
+Weatherreporter will remove local Recent Changes comparison instead of
+retaining application state to support it. It will remove run-addressed
+workspace artifacts, historical inspection, and backward-compatible workspace
+decoding. RunIDs may remain active correlation and Distributor idempotency
+values, but will not identify retained application history.
+
+Explicit `--llm-debug-dir` capture remains the sole diagnostic-file exception.
+The operator selects and manages that secure location; ordinary execution does
+not create an implicit debug location or a general logging store, and debug
+capture must continue to exclude credentials.
+
+Any future forecast comparison must use a structured product supplied by the
+Weather API rather than local Weatherreporter history. The proposed
+[Upstream Forecast Change Product](../roadmap/future.md#upstream-forecast-change-product)
+defines the required upstream direction. A future integration must not add a
+local snapshot fallback.
+
+## Alternatives Considered
+
+### Retain The Bounded Current-State Design
+
+Retaining a managed workspace with current metadata, receipts, and snapshots
+would preserve inspection and local comparison, but keeps an application-owned
+history subsystem, artifact compatibility burden, and recovery surface that do
+not match the report lifecycle.
+
+### Time-Based Retention
+
+Expiring workspace material after a fixed period reduces accumulation but still
+requires retention policy, cleanup behavior, failure handling, and historical
+format support. It does not remove the mismatch between retained provenance and
+ephemeral report products.
+
+### Bounded Run History
+
+Keeping only a fixed number of prior runs limits storage volume but still makes
+Weatherreporter responsible for run selection, comparison, inspection, and
+state migration. It also creates arbitrary history gaps without establishing an
+authoritative forecast baseline.
+
+## Consequences
+
+The CLI, configuration, prompt-input, workspace, and inspection contracts will
+change together. Legacy workspace material will not be migrated, decoded, or
+automatically deleted; operators remain responsible for any desired cleanup.
+
+Current action results will carry active identity, selected profile, safe
+effective model information, output location, notification result, and safe
+errors instead of historical artifact paths. Tests will protect atomic output,
+batch and notification ordering, explicit secure debug capture, and the
+absence of ordinary application-managed state.
+
+This decision deliberately leaves the Weather API responsible for any future
+forecast-history comparison. It avoids a cache, archive, retention engine,
+manifest, resume mechanism, or replacement inspection surface in
+Weatherreporter.

docs/cli.md

@@ -1,90 +1,185 @@
 # Weatherreporter CLI
 
-`weatherreporter` generates Markdown weather reports, runs scheduled report
-batches, and inspects previously generated artifacts.
+`weatherreporter` generates Markdown weather reports, runs report batches, and
+compares explicitly selected Promptkit profiles against one prepared report. It
+has no command for inspecting prior runs or application-owned state.
 
 ## Shortest Useful Command
 
 ```sh
-weatherreporter generate daily --date 2026-05-29 --out ./daily.md
+weatherreporter generate today
 ```
 
-This loads configuration, fetches weather data, writes managed workspace
-artifacts, runs `scriptorium render` as a preflight check, runs
-`scriptorium run`, and writes an extra Markdown copy to `./daily.md`.
+The command uses the configured Weather API and atomically writes `today.md`.
+With no configured output directory, it writes in the current directory. See
+the [configuration reference](config.md) to supply the required Weather API
+endpoint and choose an ordinary output directory.
 
-## Commands
+## Commands And Usage
 
 ```text
 weatherreporter --help
-weatherreporter generate daily [--config PATH] [--units VALUE] [--tz NAME] [--out PATH] [--date YYYY-MM-DD]
-weatherreporter generate tomorrow [--config PATH] [--units VALUE] [--tz NAME] [--out PATH]
-weatherreporter generate three-day [--config PATH] [--units VALUE] [--tz NAME] [--out PATH]
-weatherreporter generate weekend [--config PATH] [--units VALUE] [--tz NAME] [--out PATH]
-weatherreporter generate storm [--config PATH] [--units VALUE] [--tz NAME] [--out PATH] --start TIME --end TIME
-weatherreporter run morning [--config PATH] [--units VALUE] [--tz NAME] [--out-dir PATH]
-weatherreporter run evening [--config PATH] [--units VALUE] [--tz NAME] [--out-dir PATH]
-weatherreporter inspect reports [--config PATH] [--limit N]
-weatherreporter inspect metadata [--config PATH] RUN_ID
-weatherreporter inspect briefing [--config PATH] RUN_ID
-weatherreporter inspect data-package [--config PATH] RUN_ID
-weatherreporter inspect prior [--config PATH] RUN_ID
-weatherreporter inspect sources [--config PATH] RUN_ID
+weatherreporter --version
+weatherreporter generate daily --date YYYY-MM-DD [--config PATH] [--units VALUE] [--tz NAME] [--out PATH] [--llm-debug-dir PATH] [--quiet]
+weatherreporter generate today [--config PATH] [--units VALUE] [--tz NAME] [--out PATH] [--date YYYY-MM-DD] [--llm-debug-dir PATH] [--quiet]
+weatherreporter generate tomorrow [--config PATH] [--units VALUE] [--tz NAME] [--out PATH] [--llm-debug-dir PATH] [--quiet]
+weatherreporter generate hourly [--config PATH] [--units VALUE] [--tz NAME] [--out PATH] [--llm-debug-dir PATH] [--quiet]
+weatherreporter run morning [--config PATH] [--units VALUE] [--tz NAME] [--out-dir PATH] [--llm-debug-dir PATH] [--quiet]
+weatherreporter run evening [--config PATH] [--units VALUE] [--tz NAME] [--out-dir PATH] [--llm-debug-dir PATH] [--quiet]
+weatherreporter compare REPORT --profile PROFILE --profile PROFILE [--config PATH] [--units VALUE] [--tz NAME] [--date YYYY-MM-DD] [--out-dir PATH] [--replace] [--llm-debug-dir PATH] [--quiet]
 ```
 
-`generate` commands write briefing, data package, preflight, report, and
-metadata artifacts under the configured workspace. `generate storm` requires
-explicit event-window bounds with `--start` and `--end`.
+`weatherreporter --version` prints the version embedded in the executable.
+Tagged release binaries report their semantic version tag; ordinary local
+builds report `development`.
 
-`run morning` generates Daily Today and the 3-Day Outlook, plus Weekend Outlook
-except on Sunday. `run evening` generates the Tomorrow Planning Brief. Batch
-runs continue independent reports after a failure, print a JSON summary to
-stdout, write compact status lines to stderr, and return nonzero when any report
-failed.
+| Command | Contract |
+| --- | --- |
+| `generate daily` | Requires `--date YYYY-MM-DD`; the date is interpreted in the effective report timezone. Its default filename is `daily-YYYY-MM-DD.md`. |
+| `generate today` | Accepts an optional `--date YYYY-MM-DD`; without it, the current local date in the effective report timezone is used. Its default filename is `today.md`. |
+| `generate tomorrow` | Uses the next local civil day and writes `tomorrow.md` by default. |
+| `generate hourly` | Covers the next six hours in the effective report timezone and writes `hourly.md` by default. It does not accept `--date`, `--hours`, or `--duration`. |
+| `run morning` and `run evening` | Run their defined report batches beneath the configured output directory, or the current directory when none is configured. `--out-dir` selects another directory. `--out` is not accepted. |
+| `compare REPORT` | Accepts `daily`, `today`, `tomorrow`, or `hourly`. It requires at least two distinct, nonblank `--profile` values in their supplied order. Daily requires `--date`; Today accepts it optionally; Tomorrow and Hourly do not accept it. |
 
-`inspect` commands read existing workspace artifacts and emit JSON to stdout.
-They do not fetch weather data or invoke `scriptorium`.
+`generate` accepts the four report command names shown above. `run` accepts
+only `morning` and `evening`. `compare` always requires explicit profile
+selection: `promptkit.profile` is not used as a comparison default. Batch
+membership and notification ordering are described in the
+[operations guide](operations.md).
 
-## Flags
+## Output, Errors, And Quiet Mode
 
-- `-h`, `--help`: show help.
-- `--config PATH`: load configuration from `PATH` instead of `/usr/local/etc/weatherreporter/config.yml`.
-- `--units VALUE`: override configured Weather API units for `generate` and `run`.
-- `--tz NAME`: override configured Weather API timezone for `generate` and `run`.
-- `--out PATH`: write an extra Markdown report copy for `generate` commands.
-- `--out-dir PATH`: write extra Markdown report copies for `run morning` and `run evening`.
-- `--date YYYY-MM-DD`: optional date for `generate daily`; defaults to the current local date in the configured timezone.
-- `--start TIME`: required start time for `generate storm`.
-- `--end TIME`: required end time for `generate storm`.
-- `--limit N`: maximum records for `inspect reports`; defaults to `20`, and `0` means no limit.
+For `generate`, the report's default filename is placed beneath
+`output.directory` when configured, otherwise the current directory. `--out
+PATH` selects one complete output file instead. A relative path is resolved
+from the current directory; an absolute path is used as given. For a batch,
+the configured directory has the same role and `--out-dir PATH` selects its
+output directory instead. For `compare`, `--out-dir PATH` selects one exact
+bundle directory; otherwise the report-derived comparison directory is placed
+beneath the configured directory or current directory. `--replace` is required
+to replace an existing nonempty recognized comparison bundle. See the
+[configuration reference](config.md) for the field's validation and path rules
+and the [comparison bundle contract](integrations/comparison-bundle.md) for the
+bundle format.
 
-Storm times accept `YYYY-MM-DDTHH:MM` in the configured timezone or RFC3339
-timestamps with explicit offsets.
+Outputs are written atomically. A generation, rendering, write, or cancellation
+failure before publication leaves an existing destination unchanged. A
+notification failure occurs after publication, so the newly written output
+remains available.
 
-## Common Workflows
+Action commands (`generate`, `run`, and `compare`) write a JSON summary to
+stdout unless `--quiet` is set. `run` also writes compact per-report and batch
+status lines to stderr. A pre-run error, such as an invalid flag, missing
+required argument, or configuration-load failure, produces no partial JSON
+summary. When an action fails after it has produced a result, its summary has
+`"status": "failed"` and an `error` field.
+
+`--quiet` is supported by action commands only. It suppresses action summaries
+and routine batch status output; it does not suppress command errors.
+
+### Generate Summary
+
+A generate summary identifies the command, report, run, generation time, valid
+period, prompt version, timezone, and status. Successful output has an absolute
+`outputPath`:
+
+```json
+{
+  "command": "generate",
+  "reportId": "today",
+  "promptId": "weather.today_generated_text",
+  "promptVersion": "2.0.0",
+  "runId": "20260529T120000.000000000Z_today",
+  "status": "succeeded",
+  "timezone": "America/Chicago",
+  "outputPath": "/srv/weather/today.md"
+}
+```
+
+When available, the summary also includes the effective `profileId`,
+`backendId`, `modelName`, `sourceWarnings`, `validationStatus`, requested
+`llmDebugPath`, and compact Distributor `notification` result. It does not
+include historical or transient artifact paths such as metadata, prompt input,
+raw generated text, render context, or notification receipts.
+
+### Run Summary And Stderr
+
+A run summary contains `command`, `batch`, `status`, `startedAt`, `finishedAt`,
+`total`, `succeeded`, `failed`, and a `reports` array. Each report item includes
+its identity, status, effective profile and model details when available,
+source warnings, validation status, and absolute `outputPath` after publication.
+The top-level summary may also contain a batch `notification` object and
+`error`. Batch status is `failed` if any report or the batch notification fails.
+The `total`, `succeeded`, and `failed` counters describe report items only, so
+a failed batch notification can leave `failed` at `0` while the top-level
+notification and action status are `failed`.
+
+Without `--quiet`, batch status lines use this form:
+
+```text
+report=today status=succeeded output="/srv/weather/reports/today.md"
+batch=morning total=2 succeeded=2 failed=0
+```
+
+### Compare Summary
+
+A comparison summary contains these fields in this order: `command`,
+`comparisonId`, `reportId`, `reportName`, `promptId`, `promptVersion`,
+`promptHash`, `status`, `startedAt`, `finishedAt`, `timezone`, `validPeriod`,
+`outputDirectory`, `manifestPath`, `dataPackagePath`, `total`, `succeeded`,
+`failed`, `results`, and optional `error`. Published artifact paths and each
+successful `results[].reportPath` are absolute. `results` preserves the
+supplied profile order and each item contains `position`, `profileId`, optional
+`backendId`, `modelName`, `status`, optional `validationStatus`, optional
+`reportPath`, optional `llmDebugPath`, and optional safe `error`.
+
+The comparison status is `succeeded` only when every selected profile succeeds
+and the bundle is published. Individual profile failures still publish a
+complete partial bundle and return a failed command result. Cancellation or a
+failure before publication omits the artifact paths and returns a safe
+top-level error; the resolved `outputDirectory` and finalized timestamp remain
+when available. The safe error includes only a category and message: aggregate
+and unclassified application failures use `application`; cancellation uses
+`canceled`; deadlines use `deadline_exceeded`; prompt execution uses its
+published Promptkit category; destination failures use `destination_<kind>`;
+and committed cleanup failures use `publication_cleanup`. It does not expose
+provider diagnostics, filesystem causes, or recovery paths. See the
+[comparison bundle contract](integrations/comparison-bundle.md) for durable
+artifact fields and failure invariants.
+
+If the bundle is published but cleanup of its replaced prior bundle fails, the
+summary still includes the published artifact paths and has status `failed`.
+Its JSON error is `publication_cleanup` with the message `comparison published
+but cleanup did not complete`; the returned command error identifies the
+retained backup path for operator recovery.
+
+## Flag Reference
+
+| Flag | Accepted by | Meaning |
+| --- | --- | --- |
+| `-h`, `--help` | top level, `compare` | Show help without loading configuration or contacting a provider. |
+| `--config PATH` | all commands | Load `PATH` instead of `/usr/local/etc/weatherreporter/config.yml`. |
+| `--units VALUE` | `generate`, `run`, `compare` | Override `weather_api.units` for this command. |
+| `--tz NAME` | `generate`, `run`, `compare` | Override `weather_api.timezone` for this command. |
+| `--out PATH` | every `generate` command | Write the report to this complete file destination instead of the configured or current-directory default. |
+| `--llm-debug-dir PATH` | every `generate`, `run`, and `compare` command | Write requested sensitive prompt diagnostics under this absolute path. |
+| `--profile PROFILE` | `compare` | Select one explicit profile. Repeat at least twice with distinct, nonblank IDs. |
+| `--out-dir PATH` | `run morning`, `run evening`, `compare` | Write batch reports beneath this directory, or select the exact comparison directory. |
+| `--replace` | `compare` | Authorize replacement of a recognized nonempty comparison bundle. |
+| `--quiet` | `generate`, `run`, `compare` | Suppress successful action output and routine batch status output. |
+| `--date YYYY-MM-DD` | `generate daily`, `generate today`, `compare daily`, `compare today` | Required for Daily; optional for Today. |
+
+Distributor notification is configured through `notify.distributor`; there are
+no Distributor-specific CLI flags. See the [configuration reference](config.md).
+
+## Invocation Examples
 
 ```sh
-weatherreporter generate tomorrow --out ./tomorrow.md
-weatherreporter generate three-day --out ./three-day.md
-weatherreporter generate weekend --out ./weekend.md
-weatherreporter generate storm --start 2026-05-29T18:00 --end 2026-05-30T06:00 --out ./storm.md
-weatherreporter run morning --out-dir ./reports
-weatherreporter run evening --out-dir ./reports
+weatherreporter generate daily --date 2026-05-29
+weatherreporter generate today --out ./reports/today.md
+weatherreporter generate hourly --out /srv/weather/hourly.md
+weatherreporter generate today --llm-debug-dir /var/tmp/weatherreporter-debug
+weatherreporter run morning --out-dir ./reports --llm-debug-dir /var/tmp/weatherreporter-debug
+weatherreporter compare daily --date 2026-05-29 --profile weather-light --profile weather-balanced --out-dir ./comparison-daily-2026-05-29
 ```
-
-## Inspection
-
-```sh
-weatherreporter inspect reports --limit 10
-weatherreporter inspect metadata 20260529T100000.000000000Z_daily_today
-weatherreporter inspect briefing 20260529T100000.000000000Z_daily_today
-weatherreporter inspect data-package 20260529T100000.000000000Z_daily_today
-weatherreporter inspect prior 20260529T100000.000000000Z_daily_today
-weatherreporter inspect sources 20260529T100000.000000000Z_daily_today
-```
-
-`inspect reports` lists recent generated runs with artifact paths and source
-warning counts. The other inspect commands require a RunID. `inspect prior`
-returns the prior comparable snapshot metadata selected from stored metadata, or
-`null` when none exists. `inspect sources` shows source provenance and source
-warnings without dumping full weather payloads.

docs/config.md

@@ -1,128 +1,234 @@
 # Weatherreporter Configuration
 
-Configuration is YAML. By default, `weatherreporter` reads:
+Weatherreporter reads YAML configuration. The default path is:
 
 ```text
 /usr/local/etc/weatherreporter/config.yml
 ```
 
-Use `--config PATH` to load a different file. If the default file is absent,
-built-in defaults are used. If `--config PATH` points to a missing file, loading
-fails.
+If the default file is absent, Weatherreporter uses built-in defaults. An
+explicit `--config PATH` must exist. Values are applied in this order:
 
-Precedence is:
+1. built-in defaults;
+2. the configuration file, when present; and
+3. the `--units` and `--tz` command-line overrides.
 
-1. CLI flags
-2. configuration file
-3. built-in defaults
+Environment variables do not override configuration fields. Output flags select
+operator-owned destinations for one command and do not change configuration.
 
-The implemented configuration overrides are `--units` and `--tz`. Output flags
-control report copies for the current command but do not change configuration
-files. Environment-variable configuration is not implemented.
+## Maintained Examples
 
-## Minimal Config
+- [minimal-config.yml](../examples/minimal-config.yml) is the smallest useful
+  collection and generation configuration.
+- [config.yml](../examples/config.yml) is a representative production-oriented
+  configuration using synthetic endpoints and no credentials.
+- [weather-light-local-profile.yml](../examples/weather-light-local-profile.yml)
+  is a complete endpoint-only override for the embedded `weather-light`
+  profile.
 
-See [examples/minimal-config.yml](../examples/minimal-config.yml).
+The configuration examples are loaded by the configuration test suite. The
+profile example is inspected through the Promptkit adapter test suite.
+
+## Minimal Configuration
 
 ```yaml
 weather_api:
   base_url: https://weather.api.example.com/
 ```
 
-`weather_api.base_url` is required for commands that fetch weather data. Other
-fields fall back to defaults.
-
-## Production-Oriented Config
-
-See [examples/config.yml](../examples/config.yml). The example is loaded by the
-config test suite.
+`weather_api.base_url` is required for workflows that collect weather data.
+All omitted fields use their built-in defaults.
 
 ## Field Reference
 
 ### `weather_api`
 
-- `base_url`: absolute base URL for the Weather API. Required for generation and fetch workflows.
-- `timeout`: HTTP timeout duration. Default: `10s`.
-- `precision`: numeric precision query value. Default: `1`.
-- `units`: Weather API units query value. Default: `us`.
-- `timezone`: report timezone and Weather API timezone query value where supported. Default: `America/Chicago`.
-- `format`: Weather API response format. Must be `json`. Default: `json`.
+| Field | Default | Rules |
+| --- | --- | --- |
+| `base_url` | empty | Absolute Weather API URL. Required for collection and generation. |
+| `timeout` | `10s` | Must be greater than zero. |
+| `precision` | `0` | Must be zero or greater. Sent as the Weather API precision query value. |
+| `units` | `us` | Required Weather API units query value; `--units` overrides it for one command. |
+| `timezone` | `America/Chicago` | Required report and Weather API timezone; `--tz` overrides it for one command. |
+| `format` | `json` | Required and must be `json`. |
 
 Timezone values may be IANA names, configured aliases such as `Chicago` and
 `Stl`, US timezone abbreviations, or UTC offsets such as `-5` and `+09:30`.
 
 ### `location`
 
-`location` is descriptive prompt context included in briefing metadata and
-Scriptorium data packages. It does not select a Weather API endpoint or enable
-multiple configured forecast locations.
+`location` supplies descriptive prompt context; it does not choose a Weather
+API endpoint or configure multiple forecast locations.
 
-- `id`: short local identifier. Default: `home`.
-- `name`: human-readable location name. Default: `Brentwood`.
-- `region`: broader forecast area context. Default: `St. Louis Metro`.
+| Field | Default |
+| --- | --- |
+| `id` | `home` |
+| `name` | `Brentwood` |
+| `region` | `St. Louis Metro` |
 
-The prompt-facing location object also includes `timezone`, derived from the
-effective `weather_api.timezone` after CLI overrides such as `--tz`.
+The prompt-facing location timezone is derived from the effective
+`weather_api.timezone` after command-line overrides.
+
+### `secrets`
+
+`secrets.directory` defaults to empty, which disables secret loading. When it
+is set, every regular file directly in that directory is loaded after the file
+and command-line overrides. A file basename must match
+`[A-Za-z_][A-Za-z0-9_]*`; it becomes an environment variable name, and the
+file contents replace any existing value. One trailing LF or CRLF is removed.
+
+Missing directories, unreadable files, subdirectories, symlinks, non-regular
+files, and invalid names fail configuration loading. Put only secret values in
+this directory, never in the YAML file.
+
+### `output`
+
+`output.directory` selects the ordinary operator-owned publication directory
+for individual reports, batches, and the default parent of comparison bundles.
+
+| Field | Default | Rules |
+| --- | --- | --- |
+| `directory` | empty | An omitted or empty value uses the invocation working directory. A nonempty value must contain at least one non-whitespace character. |
+
+The configured value is preserved while configuration loads: it is not cleaned,
+made absolute, inspected, created, or expanded through environment variables or
+a home-directory shortcut. At execution, an absolute directory is used as
+given; a relative directory resolves from the invocation working directory, not
+from the configuration file's location. A missing directory is created when a
+report is successfully published. An existing non-directory or an uninspectable
+path fails output preflight before prompt inspection, weather collection, or
+publication.
+
+For one `generate` command, `--out` is a complete file destination and takes
+precedence over `output.directory`. For `run`, `--out-dir` takes precedence.
+For `compare`, `--out-dir` selects its exact bundle directory; without it, the
+comparison's report-derived directory is placed beneath `output.directory`.
+Those explicit flags do not inspect or rebase beneath the configured directory.
+See the [CLI reference](cli.md) for command selection and the [operations
+guide](operations.md) for publication and failure handling.
+
+### `notify.distributor`
+
+Distributor notification is disabled by default. Its fields are:
+
+| Field | Default | Rules when notification is enabled |
+| --- | --- | --- |
+| `enabled` | `false` | Activates Distributor notification validation. |
+| `endpoint` | `https://distributor.example.com` | Must be an absolute URL. |
+| `token_env` | `DISTRIBUTOR_UPLOAD_TOKEN` | Must name a valid environment variable. |
+| `timeout` | `30s` | Must be greater than zero. |
+| `failure_policy` | `error` | Must be `error`. |
+| `pipeline_id_template` | empty | Required single-report pipeline ID template. |
+| `bundle_id_template` | `weatherreporter.{location_id}.{report_id}` | Required single-report bundle ID template. |
+| `idempotency_key_template` | `{bundle_id}.{run_id}` | Required single-report idempotency-key template. |
+| `batch.enabled` | `true` | Activates batch notification validation when Distributor notification is enabled. |
+| `batch.pipeline_id_template` | `weatherreporter` | Required when batch notification is enabled. |
+| `batch.bundle_id_template` | `weatherreporter.{location_id}.{batch}` | Required when batch notification is enabled. |
+| `batch.idempotency_key_template` | `{bundle_id}.{batch_run_id}` | Required when batch notification is enabled. |
+
+The upload token is read from the environment variable named by `token_env`.
+Use `secrets.directory` when a file-backed secret is appropriate.
+
+Single-report bundle templates accept `location_id`, `report_id`, `run_id`,
+`artifact_group`, `batch_output_name`, `valid_start_date`, `valid_end_date`,
+`valid_start_time`, `valid_end_time`, `valid_start_stamp`, `valid_end_stamp`,
+Pipeline and idempotency-key templates may also use `bundle_id`. Dates use
+`YYYY-MM-DD`; times use `HHMM`; and stamps use `YYYY-MM-DDTHHMM` in the
+effective report timezone.
+
+Batch bundle and pipeline templates accept `location_id`, `batch`,
+`batch_run_id`, and `batch_started_date`; batch idempotency-key templates may
+also use `bundle_id`. `batch_started_date` is the batch start date in the
+effective report timezone.
+
+`reports.<report>.distributor.path_templates` overrides the default ordered
+Distributor paths for that report. Each rendered path must be a unique relative
+path with `/` separators. Backslashes, empty segments, `.` and `..` segments,
+`manifest.json`, and the reserved Distributor sidecar basename are rejected.
+The default paths are:
+
+| Report | Paths |
+| --- | --- |
+| `hourly` | `hourly/index.md` |
+| `daily` | `daily/{valid_start_date}/{run_id}.md`, `daily/{valid_start_date}/index.md` |
+| `today` | `daily/{valid_start_date}/{run_id}.md`, `daily/{valid_start_date}/index.md`, `today/index.md` |
+| `tomorrow` | `daily/{valid_start_date}/{run_id}.md`, `daily/{valid_start_date}/index.md`, `tomorrow/index.md` |
+
+See the [operations guide](operations.md) for notification timing, uploaded
+output selection, and failure handling.
 
 ### `missing_source`
 
-- `default`: missing-source behavior for optional sources. One of `error`, `warn`, or `none`. Default: `warn`.
-- `sources`: optional map of source-specific overrides, using the same policy values.
+`missing_source.default` defaults to `warn` and accepts `error`, `warn`, or
+`none`. `missing_source.sources` optionally overrides that policy by source.
+Hourly forecast data is required for generated reports. Supported optional
+source keys are `observations`, `current`, `narrative`, `alerts`, `discussion`,
+`weather_story`, and `spc_convective_outlooks`.
 
-Hourly forecast data is required for generated reports. Optional sources and
-stub source slots use the missing-source policy.
+### `promptkit`
 
-### `scriptorium`
+Promptkit configuration selects the executor and prompt/profile checks for
+every `generate`, `run`, and `compare` command. A top-level `scriptorium:` configuration
+key is rejected with a migration error; it is not translated or ignored.
 
-- `binary`: `scriptorium` executable name or path. Default: `scriptorium`.
-- `config_path`: optional Scriptorium config path passed to the adapter.
-- `profile`: optional Scriptorium profile passed to the adapter.
-- `timeout`: subprocess timeout. Default: `2m`.
-- `extra_args`: optional additional arguments passed to Scriptorium commands.
+Prompt debug capture has no YAML setting. Use `--llm-debug-dir PATH` on an
+individual `generate`, `run`, or `compare` command when explicitly needed.
 
-### `workspace`
+| Field | Default | Rules |
+| --- | --- | --- |
+| `profile` | empty | Optional global profile selection for every report in one command. When empty, each exact prompt version selects its declared default. |
+| `profile_file` | empty | Optional external Promptkit profile file. It cannot be combined with `profile_dir`. A same-ID profile completely replaces Weatherreporter's embedded definition. |
+| `profile_dir` | empty | Optional external Promptkit profile directory. It cannot be combined with `profile_file`. A same-ID profile completely replaces Weatherreporter's embedded definition. |
+| `timeout` | `2m` | Must be greater than zero. |
+| `local.endpoint` | empty | Optional absolute URL for the conventional local backend. A blank endpoint leaves it unregistered. |
+| `local.concurrency_limit` | `1` | Maximum local backend concurrency. `0` is unlimited; negative values are invalid. |
 
-- `root`: workspace root for managed artifacts. Default: `workspace`.
-- `snapshots_dir`: briefing and metadata directory under `workspace.root`. Default: `snapshots`.
-- `reports_dir`: managed Markdown report directory under `workspace.root`. Default: `reports`.
-- `data_packages_dir`: prompt input package directory under `workspace.root`. Default: `data-packages`.
-- `preflight_dir`: Scriptorium render output directory under `workspace.root`. Default: `preflight`.
+`profile` selects an ID; `profile_file` and `profile_dir` supply definitions.
+They are separate decisions. An explicit `profile` applies to every selected
+report. Otherwise Hourly selects `weather-light`, while Daily, Today, and
+Tomorrow select `weather-balanced` through their exact `2.0.0` prompt
+definitions.
 
-Workspace subdirectories must be relative paths that stay inside
-`workspace.root`.
+Promptkit resolves a selected profile definition from a test or embedding
+consumer's explicit in-memory profile, then the configured `profile_file` or
+`profile_dir`, then Weatherreporter's embedded catalog, and finally Promptkit's
+built-in catalog. Sources provide complete definitions; fields are never
+merged. A matching malformed external profile fails rather than using the
+embedded definition. The [Promptkit integration guide](integrations/promptkit.md)
+owns the catalog and precedence details.
+
+To replace the default Hourly definition with a local OpenAI-compatible
+endpoint, set `profile_file` to a copy of
+[weather-light-local-profile.yml](../examples/weather-light-local-profile.yml).
+The example has no credential and should be edited for the local endpoint and
+model before use. An alternative profile may use `backend: local`; in that
+case `promptkit.local.endpoint` supplies the conventional local backend
+endpoint.
 
 ### `dayparts`
 
-`dayparts` is a list of named local-time windows used by forecast derivation.
-Each entry has:
+`dayparts` is a non-empty list of named local-time windows used in forecast
+derivation. Every item needs `name`, `start`, and `end`; start and end use
+`HH:MM`. Defaults are `overnight` (`00:00`–`06:00`), `morning`
+(`06:00`–`10:00`), `midday` (`10:00`–`15:00`), `afternoon`
+(`15:00`–`17:00`), and `evening` (`17:00`–`24:00`).
 
-- `name`
-- `start`
-- `end`
+### `reports`
 
-`start` and `end` use `HH:MM`. The default entries are overnight, morning,
-midday, afternoon, and evening.
+`reports` optionally overrides a report's ordered deterministic modules and
+Distributor path templates. Omit a report entry to retain its defaults.
 
-### `recent_change`
+Supported report keys are `daily`, `today`, `tomorrow`, and `hourly`; hyphens
+and underscores are equivalent.
 
-- `temperature_degrees`: temperature change threshold. Default: `5`.
-- `precip_probability_points`: precipitation probability threshold. Default: `20`.
-- `wind_gust_miles_per_hour`: wind gust change threshold. Default: `10`.
-- `precip_timing_shift_minutes`: precipitation timing shift threshold. Default: `120`.
+Each report entry can contain:
 
-Recent Changes are added to prompt input when a prior comparable briefing
-snapshot exists and a threshold is crossed.
+- `deterministic_modules`: an ordered list of module IDs, or objects with `id`
+  and optional `options`.
+- `distributor.path_templates`: an optional, non-empty ordered list of
+  Distributor paths for that report.
 
-## Secrets
-
-Configuration files should not contain secrets. The current Weather API and
-Scriptorium integration settings do not require secret fields.
-
-## Maintained Examples
-
-- [examples/minimal-config.yml](../examples/minimal-config.yml): smallest
-  useful config for generation and fetching.
-- [examples/config.yml](../examples/config.yml): production-oriented config
-  covering implemented fields.
-
-Both example files are loaded by the config test suite.
+Unknown reports and modules, duplicate modules, incompatible report-module
+combinations, duplicate stanza names, invalid path templates, and invalid
+module options fail configuration loading. The accepted module IDs and module
+option contracts are documented in the [module contract internals](internal/module.md).

docs/development.md

@@ -0,0 +1,88 @@
+# Development
+
+This is the first-read guide for people and coding agents working on
+Weatherreporter. It provides a concise repository orientation and routes each
+kind of change to its canonical documentation.
+
+Weatherreporter is a Go CLI that collects normalized weather data, derives
+deterministic report facts and module snapshots, executes Promptkit for
+single-report generated text, renders Markdown reports, and can upload completed
+operator-owned outputs through Distributor. Start with the [README](../README.md) for product
+context and the [architecture policy](policy/architecture.md) for system
+boundaries and invariants.
+
+## What To Read
+
+| When working on | Read | Why |
+| --- | --- | --- |
+| Product behavior or the shortest useful workflow | [README](../README.md), [CLI reference](cli.md), and [operations guide](operations.md) | These own product orientation, invocation, and normal operation. |
+| Application shape, package boundaries, dependency direction, safety properties, or architectural invariants | [Architecture policy](policy/architecture.md) and relevant ADRs under `docs/adr/`, when present | Architecture defines the intended system; ADRs preserve significant decision rationale. |
+| Any documentation addition, revision, move, or removal | [Documentation policy](policy/documentation.md) | It defines canonical owners, audience boundaries, current-state rules, and document lifecycle. |
+| Adding, changing, reviewing, or deleting tests | [Testing policy](policy/testing.md) and focused package tests | The policy defines risk-based sufficiency, durable test boundaries, doubles, and test-maintenance criteria. |
+| CLI commands, flags, output, quiet mode, or command wiring | [CLI reference](cli.md) and [CLI internals](internal/cli.md) | The reference owns the user contract; the internal guide owns command composition and output flow. |
+| Configuration fields, defaults, loading, overrides, validation, or secrets | [Configuration reference](config.md), [architecture policy](policy/architecture.md), and tests under `internal/config` | These separate the user-visible contract, architectural rules, and executable behavior. |
+| Top-level generation, batch, comparison, collection, output publication, or notification workflow | [App orchestration internals](internal/app-orchestration.md), [comparison execution internals](internal/comparison-execution.md), and [comparison publication internals](internal/comparison-publication.md) | They own workflow ordering, concurrent profile execution, output publication, failure propagation, and orchestration invariants. |
+| Weather API transport, source envelopes, source warnings, or collection | [Weather API integration](integrations/weatherapi.md), [weather-data internals](internal/weather-data.md), and [collection internals](internal/collect.md) | These separate the external contract, normalized source facts, and app-facing collection behavior. |
+| Forecast periods, weather derivation, collected facts, or derived facts | [Forecast derivation internals](internal/forecast-derivation.md) and [fact contracts](internal/facts.md) | They own deterministic derivation and the fact boundaries used by reports. |
+| Report definitions, valid periods, report IDs, output naming, or batch composition | [Report registry internals](internal/report-registry.md) and [app orchestration internals](internal/app-orchestration.md) | Report definitions own selection and period rules; orchestration owns execution. |
+| Module IDs, module composition, briefing values, or prompt-facing exports | [Module contract internals](internal/module.md), [module builder internals](internal/briefing.md), and [prompt-input internals](internal/prompt-input.md) | These own module contracts, value construction, and the curated prompt-package boundary. |
+| Prompt execution, profiles, prepared report inputs, or result handling | `internal/promptexec`, the Promptkit adapter, [prepared report internals](internal/prepared-report.md), and [prompt-input internals](internal/prompt-input.md) | These separate the executor contract, immutable preparation, and input construction. |
+| Durable comparison bundles or their compatibility | [Comparison bundle contract](integrations/comparison-bundle.md) and [comparison publication internals](internal/comparison-publication.md) | The integration document owns the external schema; internals own how it is published. |
+| Generated-text schemas, validation, render contexts, templates, or Markdown rendering | [Generated-text internals](internal/generatedtext.md), [report-template internals](internal/reporttemplate.md), and [report template guide](templates.md) | These own structured text, renderer implementation, and the maintainer-facing template surface. |
+| Output destinations, atomic publication, prompt diagnosis, or legacy cleanup | [Operations guide](operations.md), [App orchestration internals](internal/app-orchestration.md), and [comparison publication internals](internal/comparison-publication.md) | Operations owns operator workflows; internals own implementation boundaries. |
+| Distributor bundles, uploads, notification results, or failures | [Distributor adapter internals](internal/distributor-adapter.md), [Distributor integration contracts](integrations/distributor/), and [operations guide](operations.md) | These separate adapter behavior, external contracts, and operational lifecycle. |
+| Maintained example configuration | [Configuration reference](config.md) and files under `examples/` | The reference owns field meaning; examples own complete copyable files. |
+| Release preparation, tagging, publication, or verification | [Release procedure](release.md) | It owns version selection, release-note preparation, candidate validation, tag publication, CI behavior, and post-publication checks. |
+| Proposed, deferred, or unimplemented work | Documents under `docs/roadmap/` | Future behavior and implementation status belong only in roadmaps until implemented. |
+
+For an existing subsystem, inspect its focused internal document, package-local
+types, and tests before changing behavior. Use the package boundaries already
+present before introducing a new package or abstraction.
+
+## Repository Map
+
+| Area | Responsibility |
+| --- | --- |
+| `cmd/weatherreporter` | Binary entry point. |
+| `internal/cli` | Command parsing, flags, help, output, and command wiring. |
+| `internal/app` | Stateless generation, batches, comparisons, collection coordination, output publication, and notification. |
+| `internal/comparison` | Comparison identities, logical bundles, guarded destinations, and atomic bundle publication. |
+| `internal/config` | Configuration defaults, loading, precedence, secrets, and validation. |
+| `internal/adapters` | Weather API, Promptkit, and Distributor boundaries. |
+| `internal/weatherdata`, `internal/forecast`, `internal/facts` | Normalized source facts and deterministic derivation. |
+| `internal/report`, `internal/module`, `internal/briefing` | Report registry plus module and briefing contracts. |
+| `internal/promptinput`, `internal/generatedtext`, `internal/reporttemplate` | Prompt packages, generated-text validation, render contexts, and Markdown templates. |
+| `internal/fileutil`, `internal/timeutil` | Atomic output operations, clocks, dates, timezones, and periods. |
+| `docs` | User, operator, integration, internal, policy, and roadmap documentation. |
+| `examples` | Maintained copyable configuration. |
+
+The [architecture policy](policy/architecture.md) is authoritative for
+normative boundaries. Focused documents under `docs/internal/` own detailed
+implemented subsystem behavior.
+
+## Contributor Workflow
+
+1. Read the documents and focused tests identified by the task guide.
+2. Use focused package checks while iterating.
+3. Run `gofmt -w` on changed Go files.
+4. Update the canonical documentation and maintained examples in the same
+   change when behavior changes.
+5. Run repository-wide validation before considering the work complete.
+
+Preserve actionable error context, keep secrets out of logs and fixtures, and
+avoid validation that requires live Weather API, Promptkit providers, or Distributor
+services. The architecture and testing policies own the detailed rules.
+
+## Baseline Validation
+
+Run:
+
+```sh
+go test ./...
+go run ./cmd/weatherreporter --help
+git diff --check
+```
+
+Use focused package tests during development and add broader or race-enabled
+checks when required by the [testing policy](policy/testing.md) and the risks of
+the change.

docs/integrations/comparison-bundle.md

@@ -0,0 +1,92 @@
+# Comparison Bundle Contract
+
+A comparison bundle is the durable, flat artifact produced when one report is
+executed with multiple explicit Promptkit profiles. This document is the
+canonical contract for consumers of those bundles. Command invocation and JSON
+action summaries belong to the [CLI reference](../cli.md); destination handling
+and retention belong to the [operations guide](../operations.md).
+
+## Version And Layout
+
+The current and only supported manifest schema version is
+`weatherreporter.comparison.v1`. A bundle directory contains exactly these
+regular, non-symlinked files:
+
+```text
+comparison.json
+data-package.yml
+NN-profile-slug.md
+```
+
+`comparison.json` is the manifest and `data-package.yml` is the exact YAML
+input supplied to every selected profile. There is one Markdown file for each
+successful result and none for failed results. `NN` is the one-based selected
+profile position, zero padded to at least two digits (and widened only when
+needed for 100 or more profiles). The profile slug preserves ASCII letters,
+digits, `-`, and `_`; each run of other characters becomes one `-`; edge `-`
+and `_` characters are removed; the value is capped at 64 bytes; and an empty
+slug becomes `profile`. Logical profile IDs remain authoritative in the
+manifest.
+
+All manifest paths are basenames relative to the bundle root. They never use
+path separators, `.` or `..`. The CLI reports absolute paths only after a
+bundle has been published.
+
+## Manifest Schema
+
+The manifest is UTF-8 JSON, encoded as two-space-indented JSON with one
+trailing newline. Its fields appear in this order:
+
+```text
+schemaVersion, comparisonId, startedAt, finishedAt, reportId, validPeriod,
+timezone, promptId, promptVersion, promptHash, dataPackage, total, succeeded,
+failed, results
+```
+
+`validPeriod` contains `start` and `end`; it is a nonempty half-open period.
+`dataPackage` contains `path` (always `data-package.yml`) and `sha256` (the
+lowercase, 64-character SHA-256 digest of that file's exact bytes). `results`
+is in the explicit profile-selection order. Its result-object fields appear in
+this order:
+
+```text
+position, profileId, backendId, modelName, status, validationStatus,
+reportPath, error
+```
+
+`startedAt` and `finishedAt` are nonzero UTC timestamps, and the latter is not
+earlier than the former. `validPeriod` retains its resolved time offset.
+`reportId`, `timezone`, prompt identity, model name, and comparison ID are
+nonblank. `promptHash` and `dataPackage.sha256` are lowercase SHA-256 digests.
+
+## Result Invariants
+
+`total` is at least two and equals the number of results. Positions are
+contiguous from one, profile IDs are distinct and nonblank, and
+`succeeded + failed == total`.
+
+A successful result has `status: "succeeded"`, `validationStatus: "passed"`,
+a unique Markdown `reportPath`, and no `error`. A failed result has
+`status: "failed"`, no `reportPath`, and an `error` object with nonblank
+`category` and `message`. Its validation status is absent, `failed`, or
+`skipped`. Error messages are valid UTF-8 and no longer than 1,024 bytes.
+`backendId` and `validationStatus` are omitted when unavailable.
+
+Every successful Markdown file is declared by exactly one successful result.
+The directory contains no extra entries. Consumers can therefore verify the
+data-package digest and the full manifest-to-file mapping without scanning a
+larger workspace.
+
+## Compatibility And Sensitivity
+
+Weatherreporter recognizes a replaceable bundle only when it exactly satisfies
+the current version, schema, file set, file types, relative-path rules, and
+data-package digest. It rejects unknown manifest fields, multiple JSON values,
+extra entries, symlinks, and future or otherwise unsupported versions. Treat a
+bundle that fails recognition as an ordinary directory, not as a compatible
+bundle.
+
+The manifest contains safe operational provenance, but `data-package.yml` and
+the generated Markdown can contain sensitive weather or location context. Do
+not assume these artifacts are safe for public distribution. Handle retention,
+access, and deletion according to the [operations guide](../operations.md).

docs/integrations/distributor/api.md

@@ -0,0 +1,70 @@
+# Distributor HTTP Upload Contract
+
+Weatherreporter integrates with the HTTP upload API provided by
+`gitea.maximumdirect.net/eric/distributor v0.5.0`. It submits source bundles to
+a configured pipeline and reads the resulting run status. Configuration fields
+and notification lifecycle are documented in the [configuration reference](../../config.md)
+and [operations guide](../../operations.md).
+
+## Upload Admission
+
+Weatherreporter uses an absolute HTTP(S) endpoint as a base URL. The client
+posts a gzip-compressed source bundle to:
+
+```text
+POST /v1/pipelines/<pipeline_id>/upload
+Authorization: Bearer <token>
+Content-Type: application/gzip
+Idempotency-Key: <key>
+```
+
+The authenticated token must be allowed to use the selected upload pipeline.
+A successful response is `202 Accepted` with JSON containing `run_id` and
+`status`. Acceptance means Distributor staged and validated the source bundle;
+it does not mean downstream destinations have published it.
+
+The adapter requires a pipeline ID, bundle ID, idempotency key, and at least one
+source-file mapping before calling Distributor. It reads the bearer token from
+the configured environment variable and redacts that value from errors. Request
+construction and timeout handling belong to the [Distributor adapter](../../internal/distributor-adapter.md).
+
+## Idempotency
+
+Distributor scopes idempotency to the token, pipeline ID, and key. Keys must be
+non-empty ASCII values of at most 128 bytes using letters, digits, `.`, `_`,
+`-`, and `:`. Weatherreporter always supplies a rendered key; it does not rely
+on the client library's generated-key fallback.
+
+Reusing a key for the same normalized source manifest returns the original
+accepted run. Reusing it for different content returns `409 Conflict`, which
+the adapter exposes as a Weatherreporter idempotency-conflict error. A distinct
+report or batch run therefore needs a distinct key; reuse a key only when
+retrying that same upload.
+
+## Run Status And Retention
+
+After acceptance, Weatherreporter reads:
+
+```text
+GET /runs/<run_id>
+Authorization: Bearer <token>
+```
+
+The status record provides `run_id`, `pipeline_id`, status timestamps, optional
+JSON `report`, and an `error` for failures. Statuses are `accepted`, `queued`,
+`running`, `succeeded`, and `failed`. A terminal `failed` status makes the
+notification fail; the adapter preserves the returned status details for the
+application to record.
+
+Run and idempotency records are in-memory. Completed records expire according
+to Distributor's `server.http.retention`, and a Distributor restart removes
+retained status and idempotency state. Status polling decisions are internal
+orchestration behavior; see the
+[Distributor adapter](../../internal/distributor-adapter.md) and
+[application orchestration](../../internal/app-orchestration.md).
+
+## Compatibility Reference
+
+The upstream canonical HTTP wire contract is
+`docs/integrations/http-upload.md` in the Distributor repository. This page
+documents only the portion exercised by Weatherreporter.

docs/integrations/distributor/pkg-bundle.md

@@ -0,0 +1,36 @@
+# Distributor Source Bundle Mapping
+
+Weatherreporter uses the source-bundle format through Distributor's
+`pkg/upload.UploadFiles` helper. It does not create bundle directories or call
+`pkg/bundle` directly. The helper creates a temporary bundle, writes and
+validates `manifest.json`, archives it, and removes the temporary bundle when
+the upload call returns.
+
+## File Mappings
+
+Every mapping pairs an operator-owned Markdown output with one bundle-relative
+path. A single-report notification maps its published output to each rendered
+path configured for that report. A batch notification combines mappings for
+every included published output and rejects duplicate bundle paths.
+
+The report source is the output selected for that command; the application does
+not scan local directories. It renders notification paths after publication;
+see the [operations guide](../../operations.md) and the
+[Distributor adapter](../../internal/distributor-adapter.md) for the boundary.
+
+Bundle paths must be clean, relative, slash-separated paths. They cannot be
+empty or absolute, contain backslashes, empty segments, `.` or `..`, or use
+`manifest.json` or `.distributor.json` as a basename. The mapped source must be
+a regular file. File mapping order is preserved and affects the bundle digest.
+
+The bundle manifest uses schema version `1`, carries the rendered bundle ID and
+creation time, and records each mapped file's path, SHA-256 digest, and size.
+Destination routing, publication, and Distributor-managed destination state are
+not source-bundle fields.
+
+## Compatibility Reference
+
+The upstream canonical file-format contract is
+`docs/integrations/source-bundle.md` in the Distributor repository. It defines
+the complete manifest and archive format; this page records only the mapping and
+path constraints Weatherreporter relies on.

docs/integrations/distributor/pkg-upload.md

@@ -0,0 +1,51 @@
+# Distributor Upload Client Contract
+
+Weatherreporter uses `gitea.maximumdirect.net/eric/distributor/pkg/upload` at
+the pinned module version `v0.5.0`. It constructs one client per notification
+attempt and calls `UploadFiles`, followed by `Status` for the accepted run.
+
+## Client And Upload
+
+The adapter constructs the client with the configured endpoint, bearer token,
+and an HTTP client whose timeout is the configured Distributor timeout. It
+passes no custom retry options, so the pinned client's defaults apply: three
+attempts, 100 ms base delay, and one-second maximum delay.
+
+For each notification, Weatherreporter calls `UploadFiles` with:
+
+- the rendered pipeline ID;
+- the rendered bundle ID as the source manifest ID;
+- the report or batch generation time as `Created`;
+- the published-output-to-bundle-path mappings described in the
+  [bundle mapping contract](pkg-bundle.md); and
+- a rendered idempotency key.
+
+It leaves bundle validation enabled. `UploadFiles` creates the temporary source
+bundle and sends it as a gzip-compressed tar archive; Weatherreporter does not
+call `UploadBundle` or submit prebuilt bundle roots.
+
+## Retry, Conflict, And Status
+
+The pinned upload client retries only `503 Service Unavailable` and retryable
+network failures. It does not retry successful `202` responses or other HTTP
+errors. Because every Weatherreporter request supplies an idempotency key, a
+retry keeps the same upload identity.
+
+The client decodes the accepted upload result (`run_id`, `status`) and the run
+status record. A `409` response is an upstream idempotency conflict; the
+adapter translates it to its own conflict error without exposing the token.
+
+The adapter then calls `Status` for the accepted run. A terminal `failed`
+status is a notification failure. A status lookup failure or a timeout before a
+terminal status remains attached to the otherwise accepted upload as diagnostic
+status information. Polling cadence, final failure handling, and redaction are
+internal behavior documented in the
+[Distributor adapter](../../internal/distributor-adapter.md) and
+[application orchestration](../../internal/app-orchestration.md).
+
+## Compatibility Reference
+
+The upstream package workflow is documented in
+`docs/consumers/pkg-upload.md` in the Distributor repository. Weatherreporter
+uses only the client construction, `UploadFiles`, retry/conflict behavior, and
+`Status` operations described here.

docs/integrations/promptkit.md

@@ -0,0 +1,50 @@
+# Promptkit Integration
+
+Weatherreporter uses Promptkit for all generated-text reports. The four logical prompts are `weather.daily_generated_text`, `weather.today_generated_text`, `weather.tomorrow_generated_text`, and `weather.hourly_generated_text`, each at version `2.0.0`. Their prompt assets, generated-text JSON Schemas, and Weatherreporter profile catalog are embedded by `internal/promptassets`.
+
+## Logical Profile Catalog
+
+Prompt definitions select a stable Weatherreporter profile ID. The embedded definitions currently use Promptkit's `openrouter` backend:
+
+| Profile ID | Model | Reasoning effort | Timeout | Service tier | Default reports |
+| --- | --- | --- | --- | --- | --- |
+| `weather-light` | `deepseek/deepseek-v4-flash` | Provider default | 180 seconds | `flex` | Hourly |
+| `weather-balanced` | `~google/gemini-flash-latest` | `high` | 240 seconds | `flex` | Daily, Today, Tomorrow |
+| `weather-deep` | `~anthropic/claude-sonnet-latest` | `high` | 240 seconds | `flex` | None |
+
+The `~` prefix is part of each OpenRouter rolling-alias model ID. The embedded profiles intentionally omit endpoints, credentials, temperature, `top_p`, and output-token limits.
+
+## Selection And Active Execution
+
+Before weather collection, Weatherreporter validates the exact prompt version, output contract, and selected profile. A nonblank `promptkit.profile` selects one profile ID for every report in the command; otherwise the prompt's declared default selects it. Promptkit resolves the selected definition in this order:
+
+1. explicit in-memory profiles used by an embedding consumer or test;
+2. the configured `profile_file` or `profile_dir`;
+3. Weatherreporter's embedded fallback profiles; and
+4. Promptkit's built-in catalog.
+
+A source falls through only when the selected ID is absent. Each source supplies a complete definition, so profile fields are not merged. A malformed matching operator definition is an error and does not fall back.
+
+Profiles that require a direct API key are unsupported; a profile that reports `APIKeyEnv` requires a nonblank value in that environment variable. Active results retain the selected logical profile ID and resolved backend and model. Ordinary errors, summaries, logs, and outputs exclude endpoints, credentials, rendered messages, schemas, request bodies, response bodies, and complete parameter maps.
+
+Promptkit receives the YAML data package as an inline input and returns structured JSON that Weatherreporter validates before rendering its own Markdown template. Safe active provenance remains in memory. Content-rich diagnostics are opt-in through `--llm-debug-dir`; see [operations](../operations.md) for retention and permissions.
+
+## Comparison Execution
+
+For `compare`, Weatherreporter validates one exact prompt and every explicitly
+selected profile before weather collection. It prepares one deterministic YAML
+data package, retains immutable copies of the report inputs, and executes every
+profile against the same exact data-package bytes. Each profile remains an
+independent Promptkit execution: one provider or validation failure does not
+stop its peers, while caller cancellation applies to every in-flight execution.
+
+Weatherreporter starts selected profile executions concurrently and does not
+add an application-level concurrency limit. Promptkit owns backend capacity and
+any profile or backend concurrency policy. The durable comparison output and
+its compatibility rules are defined by the
+[comparison bundle contract](comparison-bundle.md); the user-facing command
+contract is in the [CLI reference](../cli.md).
+
+The generated-text schemas require `summary`, `forecast_discussion`, and `precipitation_timing`, and reject additional properties. Prompts return an empty string for `precipitation_timing` when the deterministic package contains no precipitation windows.
+
+Prompt/profile configuration and the maintained local override example are owned by the [configuration reference](../config.md). Adapter construction and mapping are documented in the [Promptkit adapter internals](../internal/promptkit-adapter.md).

docs/integrations/scriptorium.md

@@ -1,97 +0,0 @@
-# Scriptorium Integration
-
-This document describes the external Scriptorium CLI contract used by
-`weatherreporter`.
-
-## Purpose
-
-`weatherreporter` invokes Scriptorium as a subprocess to preflight prompt input
-and generate Markdown reports. This page documents the CLI surface the adapter
-uses, not the full Scriptorium product.
-
-## Commands Used
-
-Render preflight:
-
-```bash
-scriptorium render \
-  --prompt <prompt_id> \
-  --input data_package=<path> \
-  --format json
-```
-
-Report generation:
-
-```bash
-scriptorium run \
-  --prompt <prompt_id> \
-  --input data_package=<path> \
-  --out <artifact_path>
-```
-
-`weatherreporter` always passes prompt input as
-`--input data_package=<path>`. The data package is structured JSON created by
-`internal/promptinput`.
-
-## Configured Arguments
-
-The adapter can prepend configured flags before prompt-specific arguments:
-
-- `--config <path>` from `scriptorium.config_path`
-- `--profile <profile>` from `scriptorium.profile`
-
-It appends `scriptorium.extra_args` after the built-in arguments. Extra
-arguments are passed directly as argv items.
-
-`scriptorium.binary` selects the executable name or path. If unset inside the
-adapter, it falls back to `scriptorium`.
-
-## Execution Behavior
-
-The adapter runs Scriptorium without shell interpolation. Arguments are passed
-through `exec.CommandContext`.
-
-`scriptorium.timeout` limits each subprocess call when configured. Context
-cancellation or timeout returns an execution error.
-
-Stdout and stderr are captured separately. Each stream is capped at 1 MiB and
-the result records whether truncation occurred.
-
-## Results
-
-Render results include:
-
-- full argv recorded as `command`
-- stdout
-- stderr
-- exit code
-- truncation flags when applicable
-
-Run results include the same fields plus the requested output path.
-
-`weatherreporter` persists render preflight JSON when orchestration reaches the
-preflight save point. The final Markdown artifact is written by Scriptorium to
-the `--out` path.
-
-## Failure Behavior
-
-The adapter validates required request fields before starting Scriptorium:
-
-- prompt ID
-- data package path
-- output path for `run`
-
-Nonzero exits return both the captured result and an error containing the exit
-code and stderr. A `run` exit code such as `2` is still treated as an error by
-the adapter, even if Scriptorium wrote output to the requested artifact path.
-
-Subprocess start failures, context cancellation, and timeouts return errors
-without fabricating a successful result.
-
-## Security Notes
-
-- The adapter does not invoke a shell.
-- Generated artifacts, rendered prompt context, stdout, and stderr can contain
-  operationally sensitive data.
-- API keys should be provided through the Scriptorium environment or
-  Scriptorium configuration, not through `weatherreporter` CLI arguments.

docs/integrations/weatherapi.md

@@ -1,26 +1,51 @@
 # Weather API Integration
 
-This document describes the external Weather API contract used by
-`weatherreporter`.
+Weatherreporter fetches normalized weather inputs from a configured Weather API
+base URL. This guide defines the HTTP contract the service must satisfy; it is
+not a general Weather API reference. Configuration values are defined in the
+[configuration reference](../config.md). Normalization and collection behavior
+are documented in [Weather data internals](../internal/weather-data.md) and
+[Collection internals](../internal/collect.md).
 
-## Purpose
+## Base URL And Requests
 
-`weatherreporter` uses a configured Weather API base URL to fetch normalized
-weather source data and assemble a `forecast.Bundle`. This is an integration
-contract for the project adapter, not a complete public API reference for the
-upstream service.
+`weather_api.base_url` must be an absolute URL. Weatherreporter joins each
+endpoint path to the configured base URL path, so a service hosted under a path
+prefix must keep that prefix available. Requests use `GET` and carry the
+configured timeout on every HTTP attempt.
 
-## Base URL
+Every request sends `format` and, except where noted below, `units`. The
+configured format must be `json`.
 
-`weather_api.base_url` must be an absolute URL. Adapter requests join this base
-URL with the endpoint paths listed below. Generation and explicit bundle fetches
-fail before any HTTP request when the base URL is empty or not absolute.
+Before retrieving sources, Weatherreporter warms up
+`/conditions/current` with the same `format`, `units`, and `precision` query
+parameters used for current conditions. The warmup only requires a readable
+2xx response; its body is not decoded. Failure after its internal retry budget
+stops the fetch before source requests begin.
 
-The HTTP client uses `weather_api.timeout`.
+## Endpoints And Query Parameters
+
+The adapter makes one source request for each endpoint after a successful
+warmup, subject to retry on transient failures.
+
+| Source | Endpoint | Query parameters | Availability |
+| --- | --- | --- | --- |
+| Observations | `/observations` | `format`, `units`, `precision` | Optional |
+| Current conditions | `/conditions/current` | `format`, `units`, `precision` | Optional |
+| Hourly forecast | `/forecast/hourly` | `format`, `units`, `precision`, `tz` | Required |
+| Narrative forecast | `/forecast/narrative` | `format`, `units`, `precision`, `tz` | Optional |
+| Active alerts | `/alerts/active` | `format`, `units` | Optional; `data: null` means checked with no active alerts |
+| Forecast discussion | `/discussion` | `format`, `units`, `tz` | Optional |
+| Weather story | `/weatherstories/latest` | `format` | Optional |
+| SPC convective outlooks | `/outlooks/convective` | `format`, `tz` | Optional; non-null empty lists are checked empty data |
+
+`precision` comes from `weather_api.precision`; `tz` comes from
+`weather_api.timezone`. Weatherreporter does not call day-slice forecast or
+discussion-subsection endpoints.
 
 ## Response Envelope
 
-Every response used by the adapter must be JSON with a top-level `data` field:
+Each endpoint response must be JSON with a top-level `data` member:
 
 ```json
 {
@@ -28,110 +53,95 @@ Every response used by the adapter must be JSON with a top-level `data` field:
 }
 ```
 
-For most sources, `data: null` is treated as a missing source. Missing optional
-sources follow the configured missing-source policy. Missing hourly forecast
-data fails bundle fetching because hourly periods are required for report
-generation.
+An absent `data` member is treated as a missing source. For ordinary sources,
+`data: null` is also missing. The active-alert exception is listed above: its
+explicit `null` payload represents an empty alert result.
 
-`/alerts/active` is the exception: a successful response with `data: null`
-means the endpoint was checked and there are no current active alerts. The
-adapter records a non-missing alerts source and an empty alert run.
+Hourly forecast data must be present and contain at least one `period`; a
+missing, malformed, or empty hourly product fails collection. The remaining
+sources follow the configured missing-source policy. Under `error`, collection
+fails; under `warn`, the source is omitted and an inspectable warning is
+recorded; under `none`, the source is omitted without a warning. A per-source
+policy overrides the default. See [Configuration](../config.md) for policy
+settings and [Weather data internals](../internal/weather-data.md) for recorded
+source metadata.
 
-Malformed JSON envelopes, non-2xx statuses, and response read failures include
-endpoint context in returned errors. Decode errors include source context when
-they fail the fetch; optional malformed sources follow the missing-source policy.
+Malformed top-level JSON envelopes and HTTP failures are direct request errors.
+Malformed `data` for an optional source follows its missing-source policy.
 
-## Query Parameters
+## Payload Fields Used
 
-The adapter sends these query parameters:
+Weatherreporter decodes only the fields below; additional upstream fields are
+ignored. Timestamps must be JSON values accepted by Go's `time.Time` decoder.
 
-- `format`: from `weather_api.format`; the implemented configuration requires
-  `json`
-- `units`: from `weather_api.units`
-- `precision`: from `weather_api.precision` on observations, current
-  conditions, hourly forecast, and narrative forecast requests
-- `tz`: from `weather_api.timezone` on hourly forecast, narrative forecast, and
-  discussion requests
+### Observations And Current Conditions
 
-Alerts do not receive `precision` or `tz`. Weather story requests receive only
-`format=json`.
+`/observations` uses `stationId`, `stationName`, `timestamp`, `conditionCode`,
+`isDay`, `textDescription`, `temperatureC`, `temperatureF`, `dewpointC`,
+`dewpointF`, `windSpeedKmh`, `windSpeedMph`, `windGustKmh`, `windGustMph`,
+`windDirectionDegrees`, `barometricPressurePa`, `barometricPressureInHg`,
+`visibilityMeters`, `visibilityMiles`, `relativeHumidityPercent`,
+`apparentTemperatureC`, `apparentTemperatureF`, and `presentWeather`.
 
-## Endpoints Used
+`/conditions/current` uses `conditionText`, `isDay`,
+`relativeHumidityPercent`, `windDirectionDegrees`, `temperatureC`,
+`temperatureF`, `apparentTemperatureC`, `apparentTemperatureF`, `dewpointC`,
+`dewpointF`, `windSpeedKmh`, and `windSpeedMph`.
 
-The adapter fetches these endpoints once per bundle:
+### Hourly And Narrative Forecasts
 
-- `/observations`
-- `/conditions/current`
-- `/forecast/hourly`
-- `/forecast/narrative`
-- `/alerts/active`
-- `/discussion`
-- `/weatherstories/latest`
+Both forecast endpoints use run-level `locationId`, `locationName`, `issuedAt`,
+`updatedAt`, `product`, `latitude`, `longitude`, `elevationMeters`,
+`elevationFeet`, and `periods`.
 
-`weatherreporter` does not call day-slice forecast endpoints or discussion
-subsection endpoints. Report-period selection and daypart summarization happen
-inside Go after the full hourly and narrative products are fetched.
+Each `periods` item uses `startTime`, `endTime`, `name`, `isDay`,
+`conditionCode`, `textDescription`, `temperatureC`, `temperatureF`,
+`temperatureCMin`, `temperatureFMin`, `temperatureCMax`, `temperatureFMax`,
+`dewpointC`, `dewpointF`, `windSpeedKmh`, `windSpeedMph`, `windGustKmh`,
+`windGustMph`, `windDirectionDegrees`, `barometricPressurePa`,
+`barometricPressureInHg`, `visibilityMeters`, `visibilityMiles`,
+`apparentTemperatureC`, `apparentTemperatureF`, `cloudCoverPercent`,
+`probabilityOfPrecipitationPercent`, `precipitationAmountMm`,
+`precipitationAmountIn`, `snowfallDepthMM`, `snowfallDepthIn`, `uvIndex`, and
+`relativeHumidityPercent`.
 
-## Required And Optional Sources
+### Alerts, Discussion, And Weather Story
 
-Hourly forecast is required:
+`/alerts/active` uses the `asOf` timestamp and keeps each item in `alerts` as
+an alert payload. Weatherreporter does not require a separate alert-item schema
+at this integration boundary.
 
-- `data: null` for `/forecast/hourly` fails the fetch.
-- an hourly forecast with no `periods` fails the fetch.
-- malformed hourly data fails the fetch.
+`/discussion` uses `officeId`, `officeName`, `product`, `issuedAt`,
+`updatedAt`, `keyMessages`, and the `shortTerm` and `longTerm` sections. Each
+section uses `qualifier`, `text`, and `issuedAt`.
 
-Other fetched sources are optional and follow `missing_source.default` or a
-source-specific `missing_source.sources` policy:
+`/weatherstories/latest` uses `officeId`, `startTime`, `endTime`, `updatedAt`,
+`title`, `description`, `altText`, `priority`, `order`, and `downloadUrl`.
 
-- `observations` for `/observations`
-- `current` for `/conditions/current`
-- `narrative` for `/forecast/narrative`
-- `alerts` for `/alerts/active`
-- `discussion` for `/discussion`
-- `weather_story` for `/weatherstories/latest`
+### SPC Convective Outlooks
 
-The adapter also creates a missing stub source record for `daily` because that
-source slot exists in the internal bundle but is not fetched from the Weather
-API.
+`/outlooks/convective` uses run-level `locationId`, `locationName`, `asOf`,
+`issuedAt`, `updatedAt`, `product`, `outlooks`, and `discussions`.
 
-Policy behavior:
+Each outlook uses `id`, `provider`, `product`, `day`, `outlookType`, `label`,
+`labelText`, `forecaster`, `severityRank`, `validFrom`, `validTo`, `issuedAt`,
+`expiresAt`, `sourceUrl`, `imageUrl`, `containsLocation`, and GeoJSON
+`geometry`. Each discussion uses `day`, `headline`, `summary`, `discussion`,
+and `updatedAt`.
 
-- `error`: fail the fetch for that source
-- `warn`: omit the source data, add a warning, and continue
-- `none`: omit the source data and continue without a warning
+## Timeouts, Retries, And Failures
 
-For `/alerts/active`, an HTTP error or missing `data` field still fails or
-follows the relevant error path, but explicit `data: null` is not a
-missing-source condition.
+The configured Weather API timeout applies to each warmup and source HTTP
+attempt. Weatherreporter retries transient transport and response-read failures
+and these response statuses: `408`, `429`, `500`, `502`, `503`, and `504`.
+It does not retry other HTTP statuses, malformed envelopes, missing data, or
+payload decoding failures. A canceled context also stops an in-progress retry
+delay.
 
-## Source Identity
+The adapter reads at most 10 MiB from one response body. A non-2xx response,
+request construction failure, read failure, or decode failure includes endpoint
+context in its error.
 
-For source payloads accepted into the bundle, including the explicit `null`
-alerts payload, the adapter records:
-
-- source name
-- endpoint path
-- query parameters sent
-- fetch time
-- source issue and update timestamps when present in the payload
-- SHA-256 hash of the compact raw `data` JSON
-
-Warnings are recorded both on the affected source and on the bundle-level
-warnings list.
-
-## Compatibility Assumptions
-
-The adapter expects payload fields compatible with the internal forecast bundle
-types in `internal/forecast/bundle.go`, including:
-
-- observation timestamps and observation values
-- current condition values
-- forecast run metadata and `periods`
-- active alert run data
-- discussion metadata, key messages, and short/long-term section text
-- latest weather story title, description, timing, priority, order, alt text,
-  and download URL
-
-The adapter intentionally keeps upstream transport and envelope details inside
-`internal/adapters/weatherapi`; downstream packages consume the normalized
-bundle.
+Retry counts and delays are adapter behavior rather than Weather API request
+parameters. Do not depend on a particular attempt count when implementing the
+service.

docs/internal/app-orchestration.md

@@ -1,123 +1,60 @@
-# App Orchestration Internals
+# Application Orchestration Internals
 
-This document describes the implemented workflow coordinator in `internal/app`.
+`internal/app` owns stateless report generation, batch execution, comparison
+orchestration, atomic output publication, and notification coordination after
+`internal/cli` has parsed arguments and loaded configuration. The user contract
+is owned by the [CLI reference](../cli.md) and [operations guide](../operations.md).
 
-## Purpose
+## Single-Report Flow
 
-`internal/app` coordinates the top-level use cases after CLI parsing and config
-loading are complete. It resolves report definitions, fetches weather data,
-builds briefing and prompt-input artifacts, invokes Scriptorium through the
-adapter boundary, persists managed state, runs batches, and reads existing
-artifacts for inspection.
+`GenerateDetailed` resolves the requested report and output destination before initializing an optional explicit debug writer. An explicit output file wins; otherwise the configured output directory is used, falling back to the captured working directory. It validates the exact Promptkit prompt and selected profile before collecting weather data. The resolved profile, backend, and model are carried in the active result.
 
-## Inputs And Outputs
+The workflow builds facts, a module snapshot, briefing metadata, and the YAML prompt package in memory. It executes Promptkit, validates the returned generated text, builds a render context, and renders Markdown. `fileutil` atomically writes the completed Markdown to the selected output path. Only after that write succeeds does single-report notification run.
 
-Inputs:
+Failures return an active partial result with safe identity, profile, warning, validation, debug, and output information when available. After rendering and immediately before publication, the workflow checks for cancellation or deadline expiry. Any failure before publication leaves an existing destination unchanged. A notification failure retains the newly published output.
 
-- `GenerateRequest` for one report command
-- `BatchRequest` for morning or evening batch commands
-- `FetchBundleRequest` for explicit bundle fetch and save workflows
-- `BriefingRequest` and `ReportRequest` for package-level orchestration tests
-  and internal composition
-- resolved report definitions from `internal/report`
-- forecast bundles from `internal/adapters/weatherapi`
-- prior snapshots loaded from `internal/state`
-- optional renderer and state-store fakes for tests
+## Batches
 
-Outputs:
+`RunBatchDetailed` selects an explicit output directory first, otherwise the configured directory and then the captured working directory. It does this before creating at most one explicit debug writer or validating prompt and profile candidates for the selected batch. It collects once, calculates the data-dependent plan, then validates and retains the final output path for every planned report before invoking the same generation core sequentially.
 
-- generated report results with briefing, data package, preflight, report,
-  metadata, prior snapshot, Recent Changes, and Scriptorium result details
-- batch summaries with per-report status, artifact paths, and error text
-- saved Weather API bundle JSON for fetch workflows
-- inspection JSON values for reports, metadata, briefings, data packages, prior
-  snapshots, and source provenance
+Each item has an independent result. A failed item does not stop later items; successful items retain their published output paths. Per-report notification is suppressed during a batch. Batch notification runs only after every planned report has published successfully. It is skipped when any item failed. Batch result counters count report items only; a batch notification failure is represented by the top-level notification result and still produces a failed batch outcome.
 
-## Boundaries
+## Comparisons
 
-`internal/app` owns workflow order and request composition. It does not parse
-CLI flags, load YAML files directly, implement HTTP transport, derive forecast
-facts, define report periods, compare rendered Markdown, or construct
-Scriptorium argv.
+`CompareDetailed` validates ordered explicit profile IDs, resolves the report,
+and preflights the exact bundle destination before initializing optional prompt
+debugging, prompt inspection, or collection. It then inspects the one prompt
+and every selected profile, collects once, and delegates shared report
+construction to the prepared-report flow. It does not accept a notifier.
 
-Report selection and report identity policy come from `internal/report`.
-Weather API transport stays in `internal/adapters/weatherapi`. Scriptorium
-subprocess behavior stays in `internal/adapters/scriptorium`. Filesystem layout
-and persisted metadata stay in `internal/state`.
+Once the destination is resolved, the partial result retains its absolute
+output directory even when later preflight, debug initialization, inspection,
+collection, or preparation fails. Every initialized result is finalized with a
+finished timestamp. If prompt inspection succeeds before a later profile
+inspection fails, the partial result retains the resolved prompt ID, version,
+and hash. Artifact paths are added only after publication commits.
 
-## Config Fields Used
+The comparison execution core starts each inspected profile independently,
+keeps results in selection order, and waits for all started work. Independent
+profile failures are recorded and do not stop peers. Context cancellation marks
+unfinished work and prevents publication. Details of prepared values, execution
+and debugging, and publication are documented in [prepared report
+internals](prepared-report.md), [comparison execution
+internals](comparison-execution.md), and [comparison publication
+internals](comparison-publication.md).
 
-- `weather_api.*` for Weather API client construction and briefing metadata
-- `scriptorium.*` for renderer construction
-- `workspace.*` for filesystem state
-- `dayparts` for daily and outlook summarization
-- `recent_change.*` for structured Recent Changes thresholds
+When publication has committed its new bundle, application results contain the
+absolute manifest, data-package, and successful report paths even if removal of
+the previous sibling backup then fails. That cleanup failure is still returned
+as an operational error rather than treating the new bundle as unpublished;
+the returned error retains the recovery path and underlying filesystem cause.
 
-Output copy flags are command request fields. They are not configuration
-defaults.
+## Boundaries And Verification
 
-## Generation Workflow
+The package does not parse flags, load YAML, implement transport, construct provider SDKs, or define report-period policy. Prompt, profile, weather, and Distributor implementations remain behind project-owned contracts.
 
-Single-report generation follows this order:
+Focused checks:
 
-1. Resolve the command report to a `report.Resolved` value.
-2. Create or use a filesystem store.
-3. Locate any prior compatible snapshot through `internal/state`.
-4. Fetch a Weather API bundle.
-5. Build a report-specific briefing package.
-6. Save the briefing snapshot.
-7. Compute Recent Changes from structured prior and current briefings.
-8. Build and save the Scriptorium `data_package`.
-9. Run Scriptorium render preflight.
-10. Save preflight JSON when a render result is available.
-11. Save metadata for inspection.
-12. Run Scriptorium report generation to the managed report path.
-13. Copy the managed report to the requested `--out` path when provided.
-14. Save metadata with the managed report path.
-
-If render preflight returns both a result and an error, preflight JSON and
-metadata are persisted before the error is returned. If Scriptorium report
-generation returns an error after writing output, the managed report and
-metadata remain inspectable.
-
-## Batch Workflow
-
-`run morning` resolves Daily Today, 3-Day Outlook, and Weekend Outlook except
-on Sunday. `run evening` resolves Daily Tomorrow. Batch output copy names come
-from report definitions. Batch generation continues independent reports after a
-failure, records each result, writes compact status lines to stderr, emits a
-JSON summary to stdout, and returns an aggregate error when any report failed.
-
-## Inspection Workflow
-
-Inspection workflows load existing filesystem state only. They do not fetch
-weather data or invoke Scriptorium. Run-specific inspect commands share the same
-store and metadata lookup path, then load the requested artifact or derived
-inspection view.
-
-## Failure Behavior
-
-- Resolve errors stop the requested workflow before fetching weather data.
-- Weather API and briefing errors stop that report before Scriptorium runs.
-- Prompt input validation fails before render preflight.
-- Render and run errors preserve Scriptorium stderr and exit-code context.
-- Metadata and artifact path errors include filesystem context.
-- Batch failures are recorded per report and surfaced through an aggregate
-  batch error.
-
-## Tests
-
-Inspect:
-
-- `internal/app/app_test.go`
-- `internal/cli/root_test.go`
-- `internal/state/filesystem_test.go`
-
-## Invariants
-
-- Report behavior is resolved through `internal/report`.
-- Generated reports use the same app request and result types regardless of
-  report ID.
-- Render preflight precedes Scriptorium report generation.
-- Recent Changes are computed from structured briefing snapshots.
-- Metadata links artifacts produced for a run.
+```sh
+go test ./internal/app ./internal/collect
+```

docs/internal/briefing.md

@@ -1,87 +1,69 @@
-# Briefing Internals
+# Module Builder Internals
 
-This document describes the implemented briefing package boundary.
+`internal/briefing` builds typed module outputs from resolved report context,
+collected facts, and derived facts. It owns the module registry, including
+module support, fact requirements, option types, missing-data policy, builders,
+and prompt-export hooks. It does not collect data, derive periods, write a
+snapshot, construct YAML, invoke Promptkit, or render a report.
 
-## Purpose
+## Registry and construction
 
-`internal/briefing` builds structured report-specific briefing packages from
-resolved report metadata, forecast bundles, and derived forecast summaries.
-Briefings are curated inputs for prompt data packages, not rendered report
-prose.
+Every `ModuleDefinition` declares an ID, stanza name, default option value,
+required collected and derived facts, supported report IDs, missing-data
+behavior, duplicate policy, builder, and optional prompt exporter.
 
-## Inputs And Outputs
+`BuildModule` first verifies the requested module, report compatibility, and
+option shape. It then applies the declared missing-data behavior:
 
-Inputs:
+- `omit` returns no output for unavailable optional facts;
+- `error` returns the missing fact requirements; and
+- `empty` allows the builder to emit an explicit checked-empty value.
 
-- resolved report definition, generation time, timezone, and valid period
-- forecast bundle with source provenance and warnings
-- derived daily or period summaries where required
-- configured units, timezone, and descriptive location context
+Unsupported `warn` behavior, missing builders, duplicate registry IDs or
+stanza names, output ID or stanza mismatches, and exporter failures all return
+errors with module context. A successful builder gets a pass-through prompt
+value unless its definition supplies an exporter.
 
-Outputs:
+## Built value families
 
-- `briefing.Package` with common metadata and one report-specific content
-  object for Daily, 3-Day, Weekend, or Storm Report
-- optional `currentConditions` prompt context from normalized
-  `/conditions/current` data when available
-- optional structured `weatherStory` context on report-specific briefing
-  objects when `/weatherstories/latest` is available
-- optional JSON file written by `briefing.Save`
+Source-oriented builders shape report metadata, current conditions, narrative
+and hourly forecasts, alert digest, SPC outlooks and discussion, area forecast
+discussion, and weather story. Derived builders shape daily and daypart
+summaries, precipitation timing, outdoor windows, and the report-specific
+Daily, Today, and Tomorrow planning values.
 
-## Boundaries
+The module registry preserves rich values for templates and snapshots while
+curating prompt exports where needed. In particular, source warnings are a
+metadata summary, checked-empty alerts and SPC outlooks remain distinct from
+missing sources, and prompt-safe SPC values omit geometry and other
+template-only or source details. The complete module composition is in
+[module internals](module.md); fact derivation is in [fact contracts](facts.md).
 
-- This package selects and shapes weather facts for prompts.
-- It does not fetch weather data, compare prior snapshots, build
-  `data_package` files, invoke Scriptorium, or write workflow metadata.
+`area_forecast_discussion` accepts an optional typed section filter. Planning
+modules are report-specific: `daily_planning` supports Daily,
+`today_planning` supports Today, and `tomorrow_planning` supports Tomorrow.
 
-## Config Fields Used
+## Missing data and boundaries
 
-The package receives configured units and timezone from the app layer. Daypart
-configuration is consumed by `internal/forecast` before briefing builders run.
-Configured `location` values are prompt context only; Weather API
-`sourceLocationId` and `sourceLocation` remain source provenance.
-Current conditions are copied from the normalized `/conditions/current` bundle
-source only; observation station and timestamp fields remain provenance.
+Optional current conditions, narrative products, discussions, and weather
+stories may be omitted. Required derived modules fail when their declared facts
+are unavailable. Empty alert and outlook runs can still produce checked-empty
+modules. SPC discussion is omitted unless a retained categorical outlook meets
+the package's severity criterion and matching discussion text exists.
 
-## External Adapters Used
+Effective units, timezone, and location context arrive in `ModuleContext` from
+configuration and resolved report metadata. Field defaults are owned by
+[configuration](../config.md), and prompt-package layout is owned by
+[prompt input](prompt-input.md).
 
-None directly.
+## Verification and invariants
 
-## State Or Manifest Behavior
+Focused tests cover source and derived values, registry validation, option
+handling, prompt exporters, support rules, and missing-data behavior:
 
-`briefing.Save` writes briefing JSON atomically. Managed workspace placement is
-owned by `internal/state`.
+```sh
+go test ./internal/briefing
+```
 
-## Skip And Resume Behavior
-
-None. Builders either return a complete briefing package or an error.
-
-## Failure Behavior
-
-- Daily briefing construction requires a Daily report definition and derived
-  daily summary.
-- 3-Day briefing construction requires a 3-Day report definition and at least
-  one derived summary.
-- Weekend briefing construction requires a Weekend report definition and at
-  least one derived summary.
-- Storm briefing construction requires a Storm Report definition and forecast
-  bundle.
-- Save failures include path and operation context.
-
-## Tests
-
-Inspect:
-
-- `internal/briefing/daily_test.go`
-- `internal/briefing/three_day_test.go`
-- `internal/briefing/weekend_test.go`
-- `internal/briefing/storm_test.go`
-- `internal/app/app_test.go`
-
-## Invariants
-
-- Briefings contain structured weather facts and source context.
-- Common metadata includes RunID, report ID, prompt ID, valid period, source
-  provenance, source hashes, source warnings, and configured prompt location.
-- LLM prompt input packaging and Scriptorium execution remain outside this
-  boundary.
+Builders emit structured facts, never report prose. The app collects their
+outputs into an in-memory module snapshot for prompt input and rendering.

docs/internal/changes.md

@@ -1,74 +0,0 @@
-# Changes Internals
-
-This document describes structured Recent Changes comparison.
-
-## Purpose
-
-`internal/changes` compares current and prior briefing packages and emits
-compact change records for prompt input data packages.
-
-## Inputs And Outputs
-
-Inputs:
-
-- prior briefing package
-- current briefing package
-- comparison thresholds from configuration
-
-Outputs:
-
-- ordered `changes.Change` items with type, message, previous value, and current
-  value where useful
-
-## Boundaries
-
-- This package compares structured briefing data only.
-- It does not read filesystem state, find prior snapshots, render Markdown,
-  invoke Scriptorium, or compare generated report text.
-
-## Config Fields Used
-
-The app maps these fields into comparison thresholds:
-
-- `recent_change.temperature_degrees`
-- `recent_change.precip_probability_points`
-- `recent_change.wind_gust_miles_per_hour`
-- `recent_change.precip_timing_shift_minutes`
-
-## External Adapters Used
-
-None.
-
-## State Or Manifest Behavior
-
-None directly. The app loads prior briefing snapshots through `internal/state`
-before calling comparison functions.
-
-## Skip And Resume Behavior
-
-No resume behavior. When the app has no prior comparable snapshot, it sends an
-empty Recent Changes list without calling a comparison function.
-
-## Failure Behavior
-
-- Daily comparison requires both inputs to contain Daily briefing content.
-- 3-Day comparison requires both inputs to contain 3-Day briefing content.
-- Weekend comparison requires both inputs to contain Weekend briefing content.
-- Storm Report currently has no comparison implementation, so the app leaves
-  Recent Changes empty for Storm reports.
-
-## Tests
-
-Inspect:
-
-- `internal/changes/daily_test.go`
-- `internal/changes/three_day_test.go`
-- `internal/changes/weekend_test.go`
-- `internal/app/app_test.go`
-
-## Invariants
-
-- Recent Changes are based on structured snapshots, not Markdown report text.
-- Report compatibility is determined outside this package by report definitions
-  and state lookup.
-- Output stays compact enough for prompt input.

docs/internal/cli.md

@@ -0,0 +1,15 @@
+# CLI Internals
+
+`internal/cli` parses terminal arguments, loads configuration, constructs app requests, and translates app results to bounded JSON summaries. The public contract belongs in the [CLI reference](../cli.md).
+
+The root `--version` flag reports the build version supplied by `internal/buildinfo`. Tagged release builds replace its development default at link time.
+
+For each `generate` or `run` action, `Runner` constructs one project-owned Promptkit executor after configuration loads. It captures an absolute working directory, resolves only a relative explicit output override against it, and passes the working directory, loaded configuration, resolved override, and any `--llm-debug-dir` request to the app. The raw configured fallback remains in the configuration for app-owned destination selection. `run` uses the same explicit-resolution rule for `--out-dir`.
+
+The CLI dispatches only generation and batch actions. It has no persisted-run or inspection dispatch. Summaries include report identity, status, output path, effective profile/backend/model, source warnings, validation, requested debug path, and notification result when available. They intentionally exclude prompt input, raw generated text, render context, endpoints, credentials, and full Distributor payloads. A failed action with a partial result still emits its safe summary before its error is returned.
+
+CLI code owns no report policy, weather collection, output publication, provider execution, or notification policy. Focused checks:
+
+```sh
+go test ./internal/cli
+```

docs/internal/collect.md

@@ -0,0 +1,43 @@
+# Collection Internals
+
+`internal/collect` is the application-facing boundary for collecting the
+normalized Weather API bundle. The external HTTP contract belongs in the
+[Weather API integration guide](../integrations/weatherapi.md); normalized data
+semantics belong in [weather-data internals](weather-data.md).
+
+## Contract
+
+`Run` accepts a `context.Context` and a `Request` containing effective
+`config.Config`. It constructs the Weather API adapter from that configuration,
+calls `FetchBundle`, and returns `Result{Bundle: *weatherdata.Bundle}`.
+
+The package wraps adapter construction failures as weather-collection setup
+errors and fetch failures as bundle-collection errors. It does not retry,
+persist, select reports, derive facts, build modules, invoke Promptkit, or
+notify Distributor.
+
+## Application Composition
+
+`internal/app` owns the narrow `Collector` interface used by workflow tests;
+the production implementation delegates to `collect.Run`. Generation, batch
+execution, and explicit bundle fetching all use this boundary. Application
+orchestration rejects a nil collector result or a nil bundle before report work
+can continue.
+
+Single-report generation and a batch each collect once. A batch passes the same
+normalized collection to planning and to every report it generates. Collection
+failure prevents later workflow work for that request.
+
+## Boundaries And Invariants
+
+Collection owns adapter creation and retrieval of one normalized bundle. It
+must not make report, period, batch, prompt, module, filesystem, or notification
+decisions.
+
+- App-facing Weather API collection always passes through this package.
+- The returned value is normalized source data, not facts or prompt input.
+- Context cancellation is passed to the Weather API adapter.
+- Errors retain whether setup or fetching failed.
+
+Focused tests are in `internal/collect/collect_test.go`; orchestration use is
+also covered by `internal/app/app_test.go`.

docs/internal/comparison-execution.md

@@ -0,0 +1,27 @@
+# Comparison Execution Internals
+
+The comparison execution core receives an already prepared report and an
+already inspected, ordered profile list. It initializes an outcome for every
+selected profile, launches each started profile in its own goroutine, and
+waits for every started goroutine before returning. Results retain the supplied
+selection order even though execution completes in an arbitrary order.
+
+Every profile uses the exact inspected prompt identity and a private copy of
+the same prepared data package. Provider, generated-text validation, rendering,
+or debug-write failure becomes that profile's safe failed outcome and does not
+cancel its peers. The application deliberately imposes no additional semaphore:
+Promptkit owns backend capacity. Cancellation or a deadline marks unfinished
+outcomes as skipped or failed, joins work, and prevents bundle publication.
+
+When debugging is enabled, each execution receives a deterministic reference
+derived from the comparison identity, ordered profile position, and safe
+profile slug. This keeps concurrent captures separate. The debug writer itself
+owns secure-root validation and file permissions. It safely creates shared
+missing ancestors during concurrent writes, then rejects symlink and non-
+directory components. Operational retention and sensitivity are documented in
+the [operations guide](../operations.md).
+
+The output result and its safe errors are converted into the durable contract
+only by comparison publication. See [comparison publication
+internals](comparison-publication.md) and the external [comparison bundle
+contract](../integrations/comparison-bundle.md).

docs/internal/comparison-publication.md

@@ -0,0 +1,30 @@
+# Comparison Publication Internals
+
+`internal/comparison` separates the logical bundle from filesystem mechanics.
+The application builds a validated manifest, exact shared data-package bytes,
+and only the Markdown files for successful profiles. The durable layout,
+schema, and compatibility rules are owned by the [comparison bundle
+contract](../integrations/comparison-bundle.md).
+
+Destination planning is read-only. It requires an exact absolute target that
+is neither the filesystem root nor the working directory, rejects unsafe
+symlinks and non-directories, accepts a missing or empty directory, and permits
+replacement only for a recognized current bundle. Publication rechecks that
+authorization immediately before it writes a private sibling staging directory.
+For replacement, it moves the prior bundle to a private sibling backup,
+reauthorizes that moved entry, and restores it if installing the new bundle
+fails.
+
+The new bundle is committed only after the staged directory has been installed
+at the target. From that point its artifact paths are authoritative: a failure
+to remove the retained sibling backup does not roll back the new bundle.
+Publication returns an inspectable cleanup error with the absolute backup path
+and underlying filesystem cause so an operator can recover or remove that
+backup manually.
+
+The application preflights before prompt inspection and collection, then
+preflights again before publication. A cancellation or any failure before the
+commit leaves the prior destination untouched. Completed bundles include
+partial profile results; comparison publication never coordinates Distributor
+notification. Operator-facing lifecycle and cleanup are in the
+[operations guide](../operations.md).

docs/internal/distributor-adapter.md

@@ -0,0 +1,63 @@
+# Distributor Adapter Internals
+
+`internal/adapters/distributor` translates a local delivery request into the
+Distributor Go client's upload and status calls, then returns a local delivery
+result. The external API, authentication, and idempotency contract is owned by
+the [Distributor API guide](../integrations/distributor/api.md) and
+[Distributor bundle guide](../integrations/distributor/pkg-bundle.md).
+
+## Client construction
+
+`Client` holds the endpoint, the name of the environment variable containing
+the token, an optional timeout, and an injectable upstream-client factory.
+`New` validates its configuration before creating the adapter. For each upload,
+the adapter reads the token from the configured environment variable and builds
+the upstream client with that endpoint, token, and an HTTP client whose timeout
+matches the local positive timeout.
+
+The upstream client is an implementation dependency, not a source of
+application configuration: retry ownership, pipeline selection, path
+templates, and report rendering are defined by
+[configuration](../config.md) and [application orchestration](app-orchestration.md).
+
+## Upload translation
+
+Before calling the dependency, `Upload` validates the endpoint and token
+configuration plus the local pipeline ID, bundle ID, idempotency key, and every
+file's source and bundle paths. It maps the request as follows:
+
+| Local request | Distributor client value |
+| --- | --- |
+| Pipeline ID | Upload pipeline identifier |
+| Bundle ID | Bundle identifier |
+| Idempotency key | Upload idempotency key |
+| File source and bundle paths | Bundle file entries |
+| Creation timestamp | Bundle creation time |
+
+The call inherits the caller's context and applies the configured positive
+timeout. The adapter does not read report files, construct bundle layouts, or
+persist notification artifacts.
+
+## Status and errors
+
+An accepted upload is followed by one status request. When a timeout is
+configured, a nonterminal result is polled until `succeeded` or `failed`, or
+until the context ends. The translated `UploadResult` contains the run ID,
+status, and `RunStatus`, including pipeline ID, lifecycle timestamps, report,
+and remote error details.
+
+Status lookup or polling errors are preserved in `UploadResult.StatusError` so
+the caller can report an accepted-but-unconfirmed delivery. A terminal failed
+run returns that result and an error. Upload failures return no result. Upstream
+idempotency conflicts become the local `IdempotencyConflictError`, which adds
+endpoint, pipeline, bundle, idempotency, and file-path context while redacting
+the token.
+
+## Verification
+
+Focused tests cover configuration validation, request mapping, timeouts and
+polling, status translation, conflict handling, and token redaction:
+
+```sh
+go test ./internal/adapters/distributor
+```

docs/internal/facts.md

@@ -0,0 +1,64 @@
+# Fact Contracts Internals
+
+`internal/facts` is the deterministic boundary between a collected weather
+bundle and report-scoped facts. It preserves normalized source values and then
+selects and summarizes the values needed for one resolved report. Provider
+transport and normalized bundle semantics belong to
+[weather-data internals](weather-data.md); report identity and valid-period
+selection belong to [report registry internals](report-registry.md).
+
+## Collected facts
+
+`BuildCollected` projects a `weatherdata.Bundle` into `CollectedFacts`. It
+retains the fetched timestamp and every normalized product: observations,
+current conditions, hourly, narrative, alerts, discussion, daily, weather
+story, and convective outlook data. Source provenance and warnings are copied
+into their own slices so downstream consumers can inspect data completeness
+without treating it as an ordinary weather fact.
+
+A nil bundle produces an empty collected value. Collection itself, missing
+source policy, and source hashes are outside this package.
+
+## Report-scoped derivation
+
+`BuildDerived` requires a valid resolved period and a valid report timezone. It
+uses half-open period overlap to select hourly, narrative, daily, and alert
+data; it also derives precipitation timing. Convective outlooks are retained
+only when their valid interval overlaps the report period, with discussions
+kept for represented outlook days. Both collections are sorted deterministically.
+
+Report identity controls the summary shape:
+
+| Report family | Derived summary |
+| --- | --- |
+| Hourly | Rolling-period selections and precipitation timing; no daily or daypart summary |
+| Daily, Today, Tomorrow | One local civil-day summary and its dayparts |
+
+`DaypartSummaries` is collected from the resulting daily summaries.
+The detailed grouping, daypart-window, and alert rules are owned by
+[forecast derivation](forecast-derivation.md).
+
+## Missing data and failures
+
+Optional normalized products remain nil or yield empty selections; the package
+does not create substitute values. A present convective-outlook run with no
+matching outlooks produces non-nil empty outlook and discussion slices, while
+a missing run produces nil slices.
+
+Derivation fails for an invalid report period, invalid timezone, unsupported
+report ID, or when a requested daily summary has no hourly forecast data.
+Invalid daypart definitions surface from forecast derivation. The package does
+not access the CLI, filesystem, subprocesses, or network.
+
+## Verification and invariants
+
+Focused tests cover collected-fact separation, report-period selection,
+hourly behavior, daily summaries, and convective outlook selection:
+
+```sh
+go test ./internal/facts
+```
+
+Facts are derived once for a resolved report from already collected data.
+They remain reusable structured values for prompt input and template
+presentation, which are owned elsewhere.

docs/internal/forecast-derivation.md

@@ -1,76 +1,61 @@
 # Forecast Derivation Internals
 
-This document describes deterministic forecast summarization in
-`internal/forecast`.
+`internal/forecast` deterministically selects and summarizes normalized
+forecast data. It has no transport, filesystem, CLI, subprocess, or report
+registry dependency. Its summaries are consumed by
+[fact contracts](facts.md) and later module builders.
 
-## Purpose
+## Period and daypart semantics
 
-`internal/forecast` converts normalized bundle data into daily and period
-summaries used by briefing builders.
+Selections use `timeutil.Period` half-open overlap: a value is selected only
+when both intervals share time. `BuildDailySummary` creates one local civil
+day; `BuildPeriodDailySummaries` intersects every local civil day with the
+requested period, preserving partial first and last days.
 
-## Inputs And Outputs
+`ResolveDayparts` converts each configured name, start clock, and end clock
+into a local window. An end clock at or before its start clock wraps into the
+next civil day. The daypart and timezone defaults are defined in the
+[configuration reference](../config.md), not here.
 
-Inputs:
+## Deterministic summaries
 
-- `forecast.Bundle`
-- local date or resolved report period
-- timezone
-- configured daypart definitions
+`BuildDailySummary` requires an hourly run with at least one period. It adds
+the selected narrative periods, discussion, alert overlaps, source provenance,
+source warnings, and one `DaypartSummary` per resolved window. A daypart keeps
+its selected hourly periods and derives temperature and apparent-temperature
+ranges, timed precipitation and wind maxima, dominant and notable conditions,
+and weather indicators.
 
-Outputs:
+Indicators are deterministic checks over normalized values and condition text:
+heat, cold, and wind use package-owned numeric cutoffs; snow, ice, fog, and
+wind text are detected from the forecast description. `BuildPrecipTiming`
+sorts periods, records the maximum and first precipitation, groups contiguous
+periods at or above its package-owned probability threshold, and records
+thunder mentions.
 
-- `forecast.DailySummary` for one local civil day
-- one clipped daily summary per local day or partial day from
-  `BuildPeriodDailySummaries`
-- daypart summaries with selected hourly periods, ranges, timed maximums,
-  conditions, indicators, and alert overlaps
+Alert overlap parsing supports the normalized alert payload's available timing
+fields. Unparseable alerts and invalid intervals are ignored; valid overlaps
+are clipped to the requested period and ordered by alert start time.
 
-## Boundaries
+## Missing data and failures
 
-- This package groups, selects, and summarizes already-normalized forecast
-  data.
-- It does not perform HTTP calls, parse CLI flags, resolve report definitions,
-  compare prior snapshots, build prompt input packages, or invoke Scriptorium.
+Empty selections yield empty summary fields rather than generated prose.
+Direct daily or period-summary calls fail when their required bundle, valid
+period, hourly data, or daypart definitions are invalid. A nil location uses
+UTC when these APIs are called directly. Optional narrative, discussion, and
+alerts remain absent when their normalized products are absent.
 
-## Config Fields Used
+Forecast thresholds used for brief indicators and precipitation timing are
+implementation rules.
 
-- `dayparts[].name`
-- `dayparts[].start`
-- `dayparts[].end`
+## Verification and invariants
 
-Threshold constants for basic indicators live in forecast code rather than
-configuration.
+Focused tests cover local civil days, clipped periods, daypart resolution,
+summary metrics, precipitation windows, threshold helpers, and alert overlap:
 
-## External Adapters Used
+```sh
+go test ./internal/forecast ./internal/timeutil
+```
 
-None directly. Forecast data arrives through `forecast.Bundle`.
-
-## State Or Manifest Behavior
-
-None. Source warnings and provenance from the bundle are carried into summaries
-for later metadata and briefing output.
-
-## Skip And Resume Behavior
-
-None. Missing optional source context can produce empty selections, but missing
-required hourly data fails summarization.
-
-## Failure Behavior
-
-- A nil bundle or missing hourly forecast data returns an error.
-- Invalid daypart definitions return parse errors with context.
-- Alert records without parseable RFC3339 timing are skipped.
-- Empty selected periods produce empty summaries rather than generated prose.
-
-## Tests
-
-Inspect:
-
-- `internal/forecast/derive_test.go`
-- `internal/timeutil/periods_test.go`
-
-## Invariants
-
-- Go owns report-period selection and meteorological summarization.
-- Weather facts come from normalized source data.
-- Outputs remain JSON-inspectable and independent of CLI, state, and adapters.
+The package preserves normalized inputs as inspectable structured values and
+never decides report identity, delivery, or presentation wording.

docs/internal/generatedtext.md

@@ -0,0 +1,52 @@
+# Generated Text Internals
+
+`internal/generatedtext` validates the structured prose produced for generated-
+text reports and turns validated prose plus rich module values into typed render
+contexts. It owns the catalog that pairs a generated-text report definition
+with its validator, schema ID, template ID, and context builder. The complete
+maintainer-facing context fields belong to [report templates](../templates.md).
+
+## Catalog and validation
+
+The Daily, Today, Tomorrow, and Hourly report definitions each use structured
+generated text. `LookupDefinition` rejects unknown schema or template IDs and
+unsupported schema/template pairs before the run begins. A handler validates raw JSON, returns a typed
+value and canonical normalized JSON, loads its canonical schema through
+`internal/promptassets`, builds a render context, and renders through
+`internal/reporttemplate`.
+
+Daily, Today, and Tomorrow use a day-style value with required trimmed summary
+and one or more nonblank discussion paragraphs. Hourly requires trimmed summary
+and a single trimmed discussion string. Every form also requires the
+`precipitation_timing` field; an empty string means there is no supported timing
+prose to render. Typed decoding rejects missing required fields and unknown JSON
+fields; no general-purpose JSON Schema engine is used at runtime.
+
+## Render contexts
+
+The catalog's report-specific builders receive briefing metadata, a rich module
+snapshot, collected facts, derived facts, and the matching validated generated
+text. They decode the module stanzas needed by the template and build typed
+Daily, Today, Tomorrow, or Hourly contexts. Context construction validates
+metadata and periods, preserves rich module values, and uses ordered slices for
+template iteration rather than maps.
+
+Optional source stanzas become nil or fallback context fields. Missing required
+stanzas, type-decoding failures, invalid metadata, or a generated-text type
+that does not match the chosen handler fail before template execution. Prompt
+packages, raw Promptkit output handling, and template asset lookup remain
+outside this package.
+
+## Verification and invariants
+
+Focused tests cover the catalog, each report-specific validator, normalization,
+schema/template mismatches, context construction, optional modules, and typed
+stanza errors:
+
+```sh
+go test ./internal/generatedtext
+```
+
+Generated text supplies prose slots only; deterministic weather facts remain in
+module and fact values. Every report definition must resolve to exactly one
+supported catalog pair.

docs/internal/module.md

@@ -0,0 +1,66 @@
+# Module Contract Internals
+
+`internal/module` defines the stable envelope between report composition,
+module builders, in-memory snapshots, templates, and prompt packages. It
+does not define a report, execute a builder, or choose prompt-export policy;
+those responsibilities belong to [report registry](report-registry.md) and
+[briefing](briefing.md).
+
+## Outputs and snapshots
+
+Each `Output` has a module ID, stanza name, rich `Value`, and runtime-only
+`PromptValue`. `DataPackageValue` returns the prompt value when present and
+otherwise the rich value. This permits custom prompt exports without shrinking
+the template value.
+
+`NewSnapshot` builds the ordered `weatherreporter.modules.v1` snapshot and
+validates it. Its JSON representation contains IDs, stanza names, and rich values only;
+`PromptValue` is deliberately excluded. `StanzaValue` decodes a named rich
+stanza into a caller-supplied type, reporting a missing stanza separately from
+a decoding error.
+
+Snapshots reject missing schema versions, empty IDs or stanza names, and
+duplicate IDs or stanza names. Output order is caller-owned and preserved.
+
+## Registered IDs and default composition
+
+The registered IDs are `metadata`, `current_conditions`,
+`narrative_forecast`, `hourly_forecast`, `derived_daily_summary`,
+`derived_daypart_summaries`, `precip_timing`, `alert_digest`,
+`spc_convective_outlooks`, `area_forecast_discussion`,
+`spc_convective_discussion`, `weather_story`, `outdoor_windows`,
+`today_planning`, `tomorrow_planning`, and `daily_planning`.
+
+The registry declares these ordered default compositions:
+
+| Report | Ordered modules |
+| --- | --- |
+| Daily | metadata, current conditions, narrative forecast, daily summary, daypart summaries, precipitation timing, alert digest, SPC outlooks, AFD (long term), SPC discussion, weather story, outdoor windows, daily planning, hourly forecast |
+| Today | metadata, current conditions, narrative forecast, daily summary, daypart summaries, precipitation timing, alert digest, SPC outlooks, AFD, SPC discussion, weather story, outdoor windows, hourly forecast, today planning |
+| Tomorrow | metadata, current conditions, narrative forecast, daily summary, daypart summaries, precipitation timing, alert digest, SPC outlooks, AFD, SPC discussion, weather story, outdoor windows, tomorrow planning, hourly forecast |
+| Hourly | metadata, current conditions, hourly forecast, precipitation timing, alert digest, SPC outlooks, AFD (key messages and short term), SPC discussion, weather story |
+
+The only non-empty default option is the AFD section selection. It accepts a
+`sections` list; omitted or empty selects all available sections. Report
+definitions may narrow it as shown above. Option shape and report compatibility
+are validated by the briefing registry.
+
+## Rich and prompt-facing values
+
+Rich values remain available to module snapshots and render contexts.
+Briefing attaches custom prompt exports only for current conditions, hourly
+forecast, and derived daypart summaries; all other current builders use
+pass-through values. The prompt package owns how exported stanzas are grouped
+and serialized; see [prompt input](prompt-input.md).
+
+## Verification and invariants
+
+Focused tests cover snapshot validation and order, typed stanza lookup, and
+prompt-value fallback:
+
+```sh
+go test ./internal/module
+```
+
+Module IDs and stanza names are stable, every emitted output has one of each,
+and this package never imports the report registry.

docs/internal/prepared-report.md

@@ -0,0 +1,20 @@
+# Prepared Report Internals
+
+`internal/app` builds a `preparedReport` after collection and before profile
+execution. This is the immutable boundary shared by ordinary report generation
+and profile comparison; it is not a durable artifact.
+
+Preparation builds report facts, the configured module snapshot, briefing
+metadata, the curated prompt-input package, serialized YAML, and the
+generated-text definition. It deep-copies mutable facts, snapshots, metadata,
+and data-package bytes before returning them. Consumers receive independent
+copies so one execution cannot change another's input or rendering context.
+
+Single-report generation executes one prepared profile and publishes its
+Markdown. Comparison prepares once, gives every selected profile the same YAML
+bytes, and only then assembles the resulting logical bundle. The prompt-input
+shape is owned by [prompt-input internals](prompt-input.md); profile execution
+semantics are owned by [Promptkit integration](../integrations/promptkit.md).
+
+Preparation failure has no publication side effects. Tests for this boundary
+cover mutation isolation, byte equality, and reuse by both execution paths.

docs/internal/prompt-input.md

@@ -1,69 +1,28 @@
 # Prompt Input Internals
 
-This document describes prompt input data package construction.
+`internal/promptinput` converts report metadata, an ordered module snapshot, and source warnings into the YAML `data_package` supplied inline to Promptkit. It owns the package schema, grouping, serialization, loading, and validation; it does not choose an output destination, collect weather, execute a provider, or retain packages after a command ends.
 
-## Purpose
+## Package Construction
 
-`internal/promptinput` converts a structured briefing package and optional
-Recent Changes into the `data_package` JSON passed to Scriptorium prompts.
+`Build` produces `weatherreporter.data_package.v4`. It copies the run ID; report ID, variant, prompt ID, generation time, timezone, local current date, and valid period; ordered briefing stanzas; and source warnings. Prompt input contains no historical comparison section.
 
-## Inputs And Outputs
+Briefing is a flat ordered set of stanza values. `Build` uses each output's `DataPackageValue`, so curated prompt exports take precedence and rich values are used only as a fallback. Prompt exports are selected by the [briefing registry](briefing.md), while the rich-versus-prompt contract is in [module internals](module.md).
 
-Inputs:
+## YAML Ordering And Validation
 
-- `briefing.Package`
-- optional `[]changes.Change`
+Serialization keeps `metadata` directly under `briefing`. Every other known stanza is placed in one category and emitted in category order while preserving its original module order:
 
-Outputs:
+| Category | Current stanzas |
+| --- | --- |
+| `applicable_risk_products` | alert digest, SPC convective outlooks |
+| `derived_summaries` | deterministic summaries, precipitation timing, outdoor windows, and planning values |
+| `narrative_products` | narrative forecast, discussions, and weather story |
+| `raw_data` | current conditions and hourly forecast |
 
-- `promptinput.Package` containing schema version, RunID, report metadata,
-  briefing content, Recent Changes, and source warnings. Briefing content
-  includes configured location context, current conditions when available,
-  structured weather story context when available, discussion key messages, and
-  short/long-term AFD narratives when the Weather API provides them.
-- report metadata includes `currentLocalDate`, the generation date formatted as
-  `YYYY-MM-DD` in the effective report timezone.
-- optional JSON file written by `promptinput.Save`
+`LoadYAML` accepts this layout and reconstructs the flat order and values. It rejects misplaced, duplicate, unknown, or uncategorized stanzas. `Validate` requires the v4 schema version, report identity and period fields, and at least one ordered briefing stanza. `MarshalYAML` and `LoadYAML` validate their result. `Save` remains a reusable atomic-file helper for callers that explicitly need one; normal application execution passes marshalled YAML directly to Promptkit.
 
-## Boundaries
+Focused tests cover construction, curated exports, category ordering, YAML round trips, invalid layout, validation, and atomic saves:
 
-- This package owns the prompt input schema and validation.
-- It does not fetch weather data, derive forecast summaries, find prior
-  snapshots, compare changes, or invoke Scriptorium.
-
-## Config Fields Used
-
-None directly. Config-derived values, including timezone and prompt location
-context, are already present in briefing metadata before this package runs.
-
-## External Adapters Used
-
-None.
-
-## State Or Manifest Behavior
-
-`promptinput.Save` writes JSON atomically. Managed workspace paths are owned by
-`internal/state`.
-
-## Skip And Resume Behavior
-
-None. Recent Changes is always present as an `items` list and may be empty.
-
-## Failure Behavior
-
-Validation fails before render preflight when required top-level or briefing
-metadata fields are missing or inconsistent, or when no report content is
-present. Save failures include filesystem operation and path context.
-
-## Tests
-
-Inspect:
-
-- `internal/promptinput/package_test.go`
-- `internal/app/app_test.go`
-
-## Invariants
-
-- Scriptorium receives structured `data_package` JSON.
-- Briefing metadata and top-level report metadata must agree.
-- Recent Changes are not inferred from rendered report text.
+```sh
+go test ./internal/promptinput
+```

docs/internal/promptkit-adapter.md

@@ -0,0 +1,17 @@
+# Promptkit Adapter Internals
+
+`internal/adapters/promptkit` maps Weatherreporter's project-owned executor contract to Promptkit. The CLI maps `promptkit` configuration to a `PromptExecutorConfig` and constructs one executor per action. Promptkit dependency types do not escape the adapter.
+
+The adapter supplies Weatherreporter's embedded prompt, schema, and fallback profile filesystems to each engine. Promptkit resolves configured operator profile sources, the embedded fallback catalog, and its built-in catalog; the adapter does not parse profile YAML, merge sources, or probe endpoints.
+
+The adapter exposes exact prompt and profile validation plus prepared execution. It maps safe prompt identity, logical profile, effective backend/model, preparation, execution, validation, and optional debug values into `promptexec`. `Execute` passes the YAML package as an inline Promptkit input; it does not construct a filesystem URI or write a package file.
+
+The application uses the preparation callback to record active safe provenance in memory and optionally writes content-rich diagnostics only through an explicit debug writer. The adapter returns raw output for application validation and rendering. It does not retain application state, render Markdown, choose report definitions, or send Distributor notifications.
+
+Focused tests:
+
+```sh
+go test ./internal/adapters/promptkit ./internal/cli ./internal/app
+```
+
+The public logical prompt/profile/schema contract is owned by the [Promptkit integration guide](../integrations/promptkit.md).

docs/internal/report-registry.md

@@ -1,97 +1,30 @@
 # Report Registry Internals
 
-This document describes report identity, valid-period resolution, batch
-membership, output naming, artifact grouping, and comparison declarations in
-`internal/report`.
+`internal/report` owns report identities, valid-period resolution, exact prompt identity and version, output names, default module composition, and Distributor path declarations. Public command syntax belongs in the [CLI reference](../cli.md); configuration aliases and overrides belong in the [configuration reference](../config.md).
 
-## Purpose
+## Definitions And Resolution
 
-`internal/report` is the canonical source for report definitions. App, state,
-briefing, and CLI wiring consume resolved definitions instead of owning report
-identity policy themselves.
+Each `Definition` declares a stable ID and display name, prompt ID and version, template and generated-text schema IDs, valid-period resolver, default output name, Distributor path templates, module list, and fixed batch eligibility. `Resolved` combines a definition with one valid period and run identity.
 
-## Definition Fields
-
-Each report definition declares:
-
-- report ID and display name
-- Scriptorium prompt ID
-- valid-period resolver
-- comparison strategy
-- managed artifact group
-- batch output copy filename
-- generated-report eligibility
-- prior-report compatibility list
-- morning or evening batch membership
-
-## Implemented Reports
-
-| Report | ID | Prompt | Artifact group | Batch copy | Prior compatibility |
+| Report ID | Prompt version | Default profile | Period policy | Fixed batch flag | Default output |
 | --- | --- | --- | --- | --- | --- |
-| Daily Today | `daily_today` | `weather.daily_report` | `daily` | `daily.md` | Daily Today, Daily Tomorrow |
-| Daily Tomorrow | `daily_tomorrow` | `weather.daily_report` | `daily` | `tomorrow.md` | Daily Today, Daily Tomorrow |
-| 3-Day Outlook | `three_day` | `weather.three_day_outlook` | `three-day` | `three-day.md` | 3-Day Outlook |
-| Weekend Outlook | `weekend` | `weather.weekend_outlook` | `weekend` | `weekend.md` | Weekend Outlook |
-| Storm Report | `storm` | `weather.storm_report` | `storm` | `storm.md` | Storm Report |
+| `daily` | `2.0.0` | `weather-balanced` | Explicit local civil day | Dynamic Daily inclusion is app-owned | `daily-YYYY-MM-DD.md` |
+| `today` | `2.0.0` | `weather-balanced` | Selected or current local civil day | Morning | `today.md` |
+| `tomorrow` | `2.0.0` | `weather-balanced` | Next local civil day | Evening | `tomorrow.md` |
+| `hourly` | `2.0.0` | `weather-light` | Rolling six-hour interval | — | `hourly.md` |
 
-All implemented report definitions are eligible for generation.
+Daily derives its filename from the resolved valid-period start in the effective timezone, so multiple Daily items have distinct destinations. Exact template fields and schema assets belong to [report templates](../templates.md) and [generated-text internals](generatedtext.md). Prompt assets own default profile selection; the registry stores no provider setting.
 
-## Valid Periods
+## Collaborators And Boundaries
 
-- Daily Today covers the selected local civil day, or the current local civil
-  day when no date override is supplied.
-- Daily Tomorrow covers the next local civil day from generation time.
-- 3-Day Outlook covers the interval from generation time through local midnight
-  three days later.
-- Weekend Outlook covers the upcoming weekend window and is not scheduled for
-  Sunday morning batch resolution.
-- Storm Report covers an explicit event window supplied by the caller.
+`DefaultRegistry`, `Lookup`, `Resolve`, and report-name helpers prevent callers from duplicating report identity rules. Registry overrides clone a recognized definition and replace its module list. `DistributorPathTemplates` are consumed by app orchestration; their rendered external bundle-path contract is documented in the [Distributor bundle guide](../integrations/distributor/pkg-bundle.md).
 
-Storm event windows can be parsed from local `YYYY-MM-DDTHH:MM` timestamps in
-the configured timezone or RFC3339 timestamps with explicit offsets. End time
-must be after start time.
+`morning` and `evening` are registry-owned batch names. Fixed flags declare Today and Tomorrow eligibility; app orchestration determines data-dependent Daily membership and the actual batch plan.
 
-## Boundaries
+The registry never collects weather data, parses CLI flags, writes output, executes Promptkit, or delivers a report.
 
-`internal/report` defines report metadata and time coverage. It does not fetch
-weather data, build briefings, compare briefing contents, write state, parse CLI
-flags, or invoke Scriptorium.
+Focused tests cover definition completeness, command and alias lookup, period resolution, run IDs, output names, composition defaults, and override validation:
 
-The CLI owns public command names. The app maps those command names to report
-IDs, then uses the registry for report policy.
-
-## Config Fields Used
-
-The app supplies `weather_api.timezone` as a loaded `time.Location`. Batch
-output path copying uses batch output names from report definitions.
-
-## State And App Usage
-
-- State paths use `ArtifactGroup`.
-- Batch output copies use `BatchOutputName`.
-- Generation checks `Generated`.
-- Prior lookup checks `CompatiblePriorIDs` and the comparison strategy.
-- RunIDs include the resolved report ID.
-
-## Failure Behavior
-
-- Unknown report IDs and batch names return actionable errors.
-- Weekend Outlook resolution returns an error when resolved directly on Sunday.
-- Storm Report resolution requires start and end, with end after start.
-
-## Tests
-
-Inspect:
-
-- `internal/report/period_test.go`
-- `internal/app/app_test.go`
-- `internal/cli/root_test.go`
-
-## Invariants
-
-- Report selection goes through the registry.
-- Daily Today and Daily Tomorrow both use `weather.daily_report`.
-- Valid periods are half-open intervals independent of rendered report text.
-- Artifact grouping, batch output filenames, generated-report eligibility,
-  comparison compatibility, and comparison strategy are declared by report
-  definition.
+```sh
+go test ./internal/report
+```

docs/internal/reporttemplate.md

@@ -0,0 +1,51 @@
+# Report Template Internals
+
+`internal/reporttemplate` embeds and renders the repository's native Markdown
+templates. The current template IDs are `daily`, `today`, `tomorrow`, and
+`hourly`. The template files, partials, and complete render-context field
+reference are maintained in
+[report templates](../templates.md).
+
+## Assets and lookup
+
+The package embeds top-level templates and shared partials. `Template` returns
+the requested embedded template and fails with the requested ID when it is
+unknown or unreadable.
+
+Generated-text schemas and Promptkit definitions are owned by
+`internal/promptassets`; report-template owns Markdown source only. Report
+definitions select IDs, while [generated-text internals](generatedtext.md)
+verifies the supported schema/template pairing.
+
+## Rendering
+
+`Render` loads the top-level template, creates a `text/template` with helper
+functions and `missingkey=error`, parses the template, parses every shared
+partial, and executes the result against the typed render context. This makes
+missing context fields, bad template syntax, unreadable partials, and execution
+failures actionable with template or partial context.
+
+Top-level templates decide which shared partials they invoke. The current
+partials cover daypart forecast variants, alert digest, and precipitation
+timing. Template code receives curated typed contexts rather than raw data
+packages, and it must not reimplement weather selection or generated-text
+validation.
+
+## Boundaries and verification
+
+This package does not collect weather data, build modules, validate generated
+text, construct contexts, resolve report definitions, write state, execute
+Promptkit, or upload reports. It produces Markdown bytes for application
+orchestration to persist.
+
+Focused tests cover template lookup, rendering, partial
+behavior, missing keys, and malformed context:
+
+```sh
+go test ./internal/reporttemplate
+```
+
+Embedded templates stay as separate files and shared fragments stay under the
+partial directory. Generated-text schemas are embedded separately by
+`internal/promptassets` and describe prose slots rather than deterministic
+weather facts.

docs/internal/scriptorium-adapter.md

@@ -1,100 +0,0 @@
-# Scriptorium Adapter Internals
-
-This document describes the subprocess adapter in
-`internal/adapters/scriptorium`.
-
-## Purpose
-
-The adapter runs `scriptorium render` for prompt preflight and `scriptorium run`
-for Markdown report generation. It isolates subprocess execution, argv
-construction, timeout handling, output capture, and exit-code interpretation
-from app and domain packages.
-
-## Inputs And Outputs
-
-Inputs:
-
-- prompt ID
-- prompt input data package path
-- report output path for `run`
-- configured binary, config path, profile, timeout, and extra arguments
-- context for cancellation
-
-Outputs:
-
-- argv used for execution
-- captured stdout and stderr
-- truncation flags for captured output
-- exit code
-- report output path for `run`
-
-## Boundaries
-
-`internal/adapters/scriptorium` owns Scriptorium command construction and
-subprocess execution. It does not choose report types, build prompt input,
-fetch weather data, decide workflow order, or persist workflow metadata.
-
-The adapter exposes request and result structs for render and run operations.
-State persistence uses a state-owned preflight artifact shape; app
-orchestration converts render results before saving.
-
-## Config Fields Used
-
-- `scriptorium.binary`
-- `scriptorium.config_path`
-- `scriptorium.profile`
-- `scriptorium.timeout`
-- `scriptorium.extra_args`
-
-## Commands
-
-Render preflight argv starts with:
-
-```text
-scriptorium render --prompt <prompt_id> --input data_package=<path> --format json
-```
-
-Report generation argv starts with:
-
-```text
-scriptorium run --prompt <prompt_id> --input data_package=<path> --out <path>
-```
-
-Configured `--config` and `--profile` flags are inserted after the subcommand
-and before prompt-specific arguments. Extra arguments are appended after the
-built-in arguments.
-
-## Execution Behavior
-
-The adapter runs commands without shell interpolation. The same private
-execution path is used by render and run after command-specific request
-validation and argv construction.
-
-When `scriptorium.timeout` is greater than zero, each subprocess call uses a
-context with that timeout. Stdout and stderr are captured separately, capped at
-1 MiB each, and marked as truncated when the cap is reached.
-
-## Failure Behavior
-
-- Missing prompt ID or data package path returns an error before subprocess
-  execution.
-- Missing run output path returns an error before subprocess execution.
-- Subprocess start errors, context cancellation, and timeouts are wrapped with
-  operation context by the caller-facing method.
-- Nonzero render and run exits return the captured result plus an error
-  containing the exit code and stderr.
-
-## Tests
-
-Inspect:
-
-- `internal/adapters/scriptorium/runner_test.go`
-- `internal/app/app_test.go`
-- `internal/cli/root_test.go`
-
-## Invariants
-
-- No shell interpolation is used.
-- The Scriptorium input name is `data_package`.
-- Render and run preserve command-specific result structs.
-- Scriptorium-specific flags stay inside adapter and config boundaries.

docs/internal/state.md

@@ -1,117 +0,0 @@
-# State Internals
-
-This document describes filesystem state in `internal/state`.
-
-## Purpose
-
-`internal/state` owns managed workspace paths, atomic JSON writes, persisted
-metadata, prior snapshot lookup, and read-only artifact inspection helpers.
-
-## Inputs And Outputs
-
-Inputs:
-
-- workspace configuration
-- resolved report definition and valid period
-- briefing package
-- prompt input data package
-- preflight artifact
-- rendered report path preparation request
-- RunID for inspection lookups
-
-Outputs:
-
-- briefing snapshot JSON path
-- prompt input data package JSON path
-- render preflight JSON path
-- managed Markdown report path
-- metadata JSON path
-- prior comparable snapshot metadata
-- loaded briefing or data package
-- recent report records for inspection
-
-## Boundaries
-
-`internal/state` owns local filesystem layout, path validation, durable writes,
-metadata reads, prior lookup, and report listing. It does not fetch weather
-data, derive forecasts, build prompt input content, compare briefing contents,
-invoke Scriptorium, import adapter result types, or parse CLI flags.
-
-Preflight persistence uses the state-owned `PreflightArtifact` shape. The app
-converts adapter render results into that shape before saving.
-
-## Config Fields Used
-
-- `workspace.root`
-- `workspace.snapshots_dir`
-- `workspace.reports_dir`
-- `workspace.data_packages_dir`
-- `workspace.preflight_dir`
-
-Workspace subdirectories must be relative paths that stay under
-`workspace.root`.
-
-## Managed Layout
-
-Paths are derived from the resolved report definition's artifact group, the
-valid-period start date for JSON artifacts, and the RunID.
-
-```text
-<workspace.root>/
-  snapshots/<artifact_group>/<YYYY-MM-DD>/<run_id>.briefing.json
-  snapshots/<artifact_group>/<YYYY-MM-DD>/<run_id>.metadata.json
-  data-packages/<artifact_group>/<YYYY-MM-DD>/<run_id>.data_package.json
-  preflight/<artifact_group>/<YYYY-MM-DD>/<run_id>.render.json
-  reports/<artifact_group>/<run_id>.md
-```
-
-Metadata is stored beside briefing snapshots and links the briefing, data
-package, preflight, report paths, and configured prompt location. Report
-listing walks metadata files under the snapshots directory.
-
-## Prior Lookup
-
-Prior snapshot lookup reads stored metadata through the shared lookup path and
-selects the latest earlier snapshot whose report ID is compatible with the
-current report definition.
-
-- Daily Today and Daily Tomorrow are compatible with each other for the same
-  valid local date.
-- 3-Day Outlook compares with prior 3-Day snapshots for the same valid local
-  date.
-- Weekend Outlook compares with prior Weekend snapshots for the same weekend
-  window.
-- Storm Report currently has no prior lookup because explicit event-window
-  comparison is not searched by the filesystem store.
-
-## Writes And Inspection
-
-Durable JSON writes use shared atomic file helpers. Managed Markdown reports are
-prepared by creating their parent directory; Scriptorium writes the report body
-to the prepared path. Extra Markdown copies are handled by app orchestration.
-
-Inspection helpers read existing metadata, briefing, and data package files.
-Missing metadata directories return no inspection records or no prior snapshot
-rather than creating state.
-
-## Failure Behavior
-
-- Invalid workspace paths return validation errors.
-- Missing required metadata fields prevent metadata writes.
-- JSON writes use a temporary file followed by rename where practical.
-- Read and decode failures include path context.
-- Unknown RunIDs produce an actionable lookup error.
-
-## Tests
-
-Inspect:
-
-- `internal/state/filesystem_test.go`
-- `internal/app/app_test.go`
-
-## Invariants
-
-- Managed paths stay under the configured workspace root.
-- Artifact grouping comes from report definitions.
-- Metadata links artifacts produced for a run.
-- Prior lookup is based on structured metadata, not rendered report text.

docs/internal/weather-data.md

@@ -1,89 +1,68 @@
 # Weather Data Internals
 
-This document describes Weather API ingestion into `forecast.Bundle`.
+`internal/weatherdata` owns the normalized, wire-independent weather bundle
+that passes from collection through rendering. The Weather API
+adapter translates provider responses into these types; its request, response,
+and availability contract is documented in the
+[Weather API integration guide](../integrations/weatherapi.md).
 
-## Purpose
+## Bundle contract
 
-`internal/adapters/weatherapi` fetches normalized weather data from one
-configured Weather API endpoint and assembles the bundle consumed by forecast
-derivation and briefing builders. Briefing builders expose normalized current
-conditions and weather story context when those sources are available.
+`Bundle` has a collection timestamp (`FetchedAt`), source provenance
+(`Sources`), and collection-level warnings (`Warnings`). Its product fields are
+optional so an allowed missing source can be represented without manufacturing
+weather data.
 
-## Inputs And Outputs
+| Field | Normalized product |
+| --- | --- |
+| `Observation` | Station observation |
+| `Current` | Current conditions |
+| `Hourly` | Hourly forecast periods |
+| `Narrative` | Narrative forecast |
+| `Alerts` | Active-alert check, including an explicitly empty result |
+| `Discussion` | Forecast discussion and its time-range sections |
+| `Daily` | Daily forecast periods when supplied |
+| `WeatherStory` | Latest weather story |
+| `SPCConvectiveOutlooks` | Convective outlook run, discussions, and GeoJSON geometry |
 
-Inputs:
+The bundle carries values rather than provider request details. Consumers use
+it to construct report facts and data packages; they should not infer a
+provider endpoint or retry policy from the normalized types. See
+[collection](collect.md) for assembly and
+[report templates](../templates.md) for the values exposed to authors.
 
-- `config.Config` with Weather API URL, timeout, format, units, timezone,
-  precision, and missing-source policy
-- HTTP responses using the Weather API `data` envelope
+## Source provenance
 
-Outputs:
+Every checked source is represented by a `Source` entry. The record identifies
+the source (`Name`), request location and query (`Endpoint`, `Query`), fetch
+time, provider issue and update times when available, a SHA-256 digest of the
+source data, and whether the source was unavailable (`Missing`). Its warnings
+stay with that source in addition to the bundle-level warning list.
 
-- `forecast.Bundle` with observation, current conditions, hourly forecast,
-  narrative forecast, active alerts, discussion, latest weather story, source
-  records, and source warnings
-- stub source record for the daily forecast source slot
-- optional saved bundle JSON through app fetch helpers
+An empty product can be meaningful checked data. For example, an explicit
+empty alerts result is not missing and retains its source hash. A source is
+marked missing only when the adapter's missing-source policy treats the
+response or parsing failure as unavailable. The policy itself belongs to the
+[configuration reference](../config.md).
 
-## Boundaries
+## Warning semantics
 
-- The adapter owns HTTP calls, response-envelope handling, source hashing, and
-  decoding into internal bundle types.
-- It does not derive dayparts, resolve report periods, build briefings, compare
-  snapshots, write report state, or invoke Scriptorium.
+`SourceWarning` has a source name, stable code, severity, explanatory message,
+endpoint, and `CompletenessImpact`. When collection proceeds with a warning,
+the same warning appears in `Source.Warnings` and `Bundle.Warnings` so both
+local provenance and whole-run consumers see it. A policy that treats a missing
+source as an error returns no partial bundle.
 
-## Config Fields Used
+Warnings describe data completeness, not rendering or delivery failures.
+Those failures are reported by [application orchestration](app-orchestration.md).
 
-- `weather_api.base_url`
-- `weather_api.timeout`
-- `weather_api.format`
-- `weather_api.units`
-- `weather_api.timezone`
-- `weather_api.precision`
-- `missing_source.default`
-- `missing_source.sources`
+## Boundaries and verification
 
-## External Adapters Used
+This package defines data shapes and has no HTTP client, configuration loader,
+filesystem access, or template behavior. Focused tests cover the normalized
+types and the Weather API adapter verifies translation into them:
 
-- Weather API HTTP service
-
-See [Weather API integration](../integrations/weatherapi.md) for the external
-contract used by this project.
-
-## State Or Manifest Behavior
-
-The adapter records source name, endpoint, query, fetch time, source timestamps
-when available, SHA-256 hash over compact raw `data` JSON, missing status, and
-source warnings. Successful `data: null` responses from `/alerts/active`
-represent a checked empty active-alert list, not a missing source.
-`app.FetchAndSaveBundle` can write bundle JSON atomically for inspection.
-
-## Skip And Resume Behavior
-
-No resume behavior. Optional missing or malformed sources may be omitted,
-warned, or treated as errors according to missing-source policy. Hourly forecast
-data is required and cannot be skipped.
-
-## Failure Behavior
-
-- Missing or invalid `weather_api.base_url` prevents client construction.
-- HTTP errors, response read failures, and envelope decode failures include
-  endpoint context.
-- Missing hourly data or hourly forecasts with no periods fail bundle fetch.
-- Optional and stub sources follow missing-source policy.
-- Explicit `data: null` from `/alerts/active` produces an empty, non-missing
-  alert run.
-
-## Tests
-
-Inspect:
-
-- `internal/adapters/weatherapi/client_test.go`
-- `internal/app/app_test.go`
-
-## Invariants
-
-- Weather facts come from normalized source data.
-- Full hourly and narrative products are fetched; Go owns report-period
-  selection.
-- Source provenance and warnings remain inspectable downstream.
+```sh
+go test ./internal/weatherdata
+go test ./internal/adapters/weatherapi
+```

docs/operations.md

@@ -1,187 +1,182 @@
 # Weatherreporter Operations
 
-This guide covers normal operation, generated artifacts, inspection, recovery,
-and current operational caveats. For symptom-specific diagnosis, see
-[Troubleshooting](troubleshooting.md).
+This guide covers normal output handling, Distributor notification, secure
+prompt diagnostics, and cleanup of legacy application state. See the [CLI
+reference](cli.md) for command syntax and the [configuration reference](config.md)
+for fields, defaults, and notification templates.
 
-## Normal Workflow
+## Normal Operation
 
-Implemented generation commands:
+After configuring a Weather API endpoint, generate one report:
 
-```text
-weatherreporter generate daily --date 2026-05-29
-weatherreporter generate tomorrow
-weatherreporter generate three-day
-weatherreporter generate weekend
-weatherreporter generate storm --start 2026-05-29T18:00 --end 2026-05-30T06:00
+```sh
+weatherreporter generate today
 ```
 
-Each command resolves a report period, fetches a Weather API bundle, builds a
-briefing, builds a prompt input data package, runs `scriptorium render`, runs
-`scriptorium run`, and writes managed artifacts under the configured workspace.
-`--out PATH` writes an extra Markdown copy for the current generated report.
+With no configured output directory, the command writes `today.md` in the
+current directory. Set `output.directory` to use one ordinary publication
+directory for reports, or choose a one-command operator-owned file with
+`--out`; a relative path is resolved from the current directory and an absolute
+path is used directly. The explicit flag takes precedence over the configured
+directory. Weatherreporter renders in memory and atomically replaces the
+selected destination only after generation and rendering succeed. It does not
+create a default workspace, metadata, receipts, or intermediate output files.
 
-Implemented batch commands:
+A missing configured directory is created only as part of successful report
+publication. If its existing path is not a directory or cannot be inspected,
+the command stops before prompt inspection or weather collection, leaving any
+existing report unchanged. See the [configuration reference](config.md) for the
+field definition and validation rules.
 
-```text
-weatherreporter run morning
-weatherreporter run evening
+Before a destination is published, provider, validation, rendering, write, and
+cancellation failures leave an existing report unchanged. A notification
+failure happens after publication, so retain and use the completed Markdown
+file while resolving the delivery error. The JSON result identifies the
+absolute output path and active profile, backend, model, warnings, validation,
+debug, and notification information; see the [CLI reference](cli.md) for its
+exact fields.
+
+## Batch Outputs And Distributor Notification
+
+Run a scheduled batch with an explicit output directory when appropriate:
+
+```sh
+weatherreporter run morning --out-dir ./reports
 ```
 
-`run morning` generates Daily Today and the 3-Day Outlook, plus Weekend Outlook
-except on Sunday. `run evening` generates the Tomorrow Planning Brief. Batch
-commands print a JSON summary to stdout, write compact per-report status lines
-to stderr, continue independent reports after one report fails, and return
-nonzero when any report failed. `--out-dir PATH` writes extra Markdown copies
-using report default filenames such as `daily.md`, `three-day.md`,
-`weekend.md`, and `tomorrow.md`.
+Without `--out-dir`, batch reports are written beneath `output.directory` when
+configured, otherwise the current directory. The explicit directory applies
+only to that command and takes precedence over the configured fallback.
+Morning runs Today, Tomorrow, and every eligible dated Daily Report; evening
+runs Tomorrow and the same eligible Daily Reports. Eligible Daily dates begin
+after tomorrow and require complete hourly coverage for their local civil day.
+A batch collects once, determines the complete report set, and validates every
+final output destination before executing its first report prompt. A destination
+collision, such as a directory named `tomorrow.md`, stops the batch before any
+report output is created or replaced. After successful validation, each selected
+report processes independently and successful outputs remain available if
+another report fails.
 
-## Filesystem Layout
+When `notify.distributor.enabled` and batch notification are enabled,
+Weatherreporter sends one Distributor upload only after every selected output
+exists. If an item fails, the batch notification is skipped and successful
+files remain at their selected destinations. A batch notification failure also
+leaves all successfully published report files in place. Distributor source
+files are those operator-owned Markdown outputs; rendered bundle paths and
+delivery status appear in the result, not in a local notification receipt.
+Report counters count report items only. A batch notification failure therefore
+returns a failed batch status even when all report counters show success; the
+top-level notification result contains the delivery diagnostic.
 
-The default workspace root is `workspace`.
+For a single report, Distributor notification follows the atomic output write.
+See the [configuration reference](config.md) for pipeline, bundle,
+idempotency-key, and per-report path templates.
 
-```text
-workspace/
-  snapshots/
-    daily/
-      YYYY-MM-DD/
-        <run_id>.briefing.json
-        <run_id>.metadata.json
-    three-day/
-      YYYY-MM-DD/
-        <run_id>.briefing.json
-        <run_id>.metadata.json
-    weekend/
-      YYYY-MM-DD/
-        <run_id>.briefing.json
-        <run_id>.metadata.json
-    storm/
-      YYYY-MM-DD/
-        <run_id>.briefing.json
-        <run_id>.metadata.json
-  data-packages/
-    daily/
-      YYYY-MM-DD/
-        <run_id>.data_package.json
-    three-day/
-      YYYY-MM-DD/
-        <run_id>.data_package.json
-    weekend/
-      YYYY-MM-DD/
-        <run_id>.data_package.json
-    storm/
-      YYYY-MM-DD/
-        <run_id>.data_package.json
-  preflight/
-    daily/
-      YYYY-MM-DD/
-        <run_id>.render.json
-    three-day/
-      YYYY-MM-DD/
-        <run_id>.render.json
-    weekend/
-      YYYY-MM-DD/
-        <run_id>.render.json
-    storm/
-      YYYY-MM-DD/
-        <run_id>.render.json
-  reports/
-    daily/
-      <run_id>.md
-    three-day/
-      <run_id>.md
-    weekend/
-      <run_id>.md
-    storm/
-      <run_id>.md
+## Comparison Bundles
+
+Use `compare` when an operator needs to evaluate explicit Promptkit profiles
+against the same report input. The command writes one flat, operator-owned
+bundle directory and never sends a Distributor notification. Command syntax,
+profile validation, JSON output, and exit behavior belong to the
+[CLI reference](cli.md); the durable file contract belongs to the
+[comparison bundle contract](integrations/comparison-bundle.md).
+
+The output destination follows the normal `output.directory` fallback. An
+explicit `--out-dir` takes precedence and names the exact bundle directory,
+not a parent to be combined with another name. The standard names are derived
+from the report output name, such as `comparison-today` and
+`comparison-daily-2026-05-29`; see the [configuration reference](config.md)
+for output-directory resolution.
+
+A comparison bundle contains the shared data package, a manifest, and one
+Markdown file for every successful profile. Treat all of these files as
+potentially sensitive: the data package and generated reports can contain
+location or forecast context. Weatherreporter creates no application-owned
+history, retention store, or cleanup job. Retain, archive, or remove only the
+specific bundle directories your operating policy permits.
+
+The destination is preflighted before prompt inspection and collection, then
+rechecked immediately before an atomic publish. A missing or empty directory
+is usable. A nonempty directory can be replaced only when `--replace` is given
+and it is recognized as a current Weatherreporter comparison bundle; ordinary
+directories, symlinks, and unsafe destinations are rejected. Cancellation and
+all failures before publication preserve an existing bundle. Profile failures
+are different: the command publishes a complete partial bundle, with failed
+profiles represented in the manifest and no Markdown file for those profiles.
+
+## Local Prompt Profile Override
+
+Hourly normally selects the embedded `weather-light` profile. To use a local
+OpenAI-compatible model without changing prompts or application code, copy
+[weather-light-local-profile.yml](../examples/weather-light-local-profile.yml),
+set its `endpoint` and `model` for the local server, and configure the copy as
+`promptkit.profile_file`. The profile file's `weather-light` definition
+completely replaces the embedded definition; it does not affect a report that
+selects another profile ID.
+
+Prompt and profile validation occurs before weather collection. A malformed
+profile file, missing required credential, or unsupported selected backend
+stops the command before collection. A reachable profile can still fail later
+if its local model endpoint is unavailable; Weatherreporter does not switch to
+a remote profile.
+
+## Optional Prompt Debug Capture
+
+Use `--llm-debug-dir` only when content-rich prompt diagnostics are required:
+
+```sh
+weatherreporter generate today --llm-debug-dir /var/tmp/weatherreporter-debug
 ```
 
-Managed artifact filenames use the RunID, so repeated runs for the same valid
-period do not overwrite each other.
+The directory must be absolute. Requested captures are written with restrictive
+permissions beneath the supplied directory, organized by report and run. They
+can contain rendered prompts and generated output, so limit access to trusted
+operators and remove the captures when they are no longer needed. Comparison
+captures additionally identify each selected profile so concurrent executions
+remain distinct. Normal output, summaries, and routine logs omit that sensitive
+content. Debug capture is never created for an ordinary command without
+`--llm-debug-dir`.
 
-## RunID And Metadata
+If capture creation or writing fails, the affected run fails rather than
+silently continuing without the requested diagnostics.
 
-RunIDs are based on generation time plus report ID:
+## Diagnosing Failures
 
-```text
-20260529T100000.123456789Z_daily_today
+Start with the command error and JSON summary. For a report generation failure,
+the selected destination was not replaced; for a notification failure, inspect
+the completed destination and the notification result. For a batch failure,
+use the per-report statuses and retain successful output files. For a comparison
+failure, inspect the published manifest when its path is present: individual
+profile failures retain their safe result and successful Markdown files, while
+cancellation and pre-publication errors leave the prior destination unchanged.
+
+If a replacement commits but cleanup of its prior sibling backup fails, the new
+bundle remains valid and its artifact paths appear in the failed command
+summary. The summary records a safe `publication_cleanup` error, while the
+returned command error reports the retained backup path. Preserve that backup
+until it has been inspected and cleaned up manually; do not remove the new
+bundle to retry that cleanup.
+
+Enable explicit debug capture only when content-rich Promptkit diagnostics are
+necessary.
+
+Weatherreporter does not retain runs for later inspection, resume failed work,
+or provide automatic cleanup, archival, remote state, daemon operation, or
+automatic storm monitoring.
+
+## Manual Cleanup Of Legacy Workspaces
+
+Older installations may have a directory named `workspace` containing reports,
+snapshots, prompt inputs, or notification records from previous versions.
+Current commands neither read nor update it. After confirming that no separate
+retention requirement applies, remove that specific legacy directory manually;
+do not use a broad cleanup command that could remove current operator outputs.
+
+For example, from the directory that contains the old directory:
+
+```sh
+rm -rf ./workspace
 ```
 
-Each generated report writes metadata that links:
-
-- RunID, report ID, variant, and prompt ID
-- generation time, timezone, and valid period
-- source location, source hashes, and source warnings
-- briefing snapshot path
-- prompt input data package path
-- preflight output path
-- managed Markdown report path
-
-Batch summaries include report status, error text when applicable, valid
-period, and known artifact paths for each attempted report.
-
-## Inspection
-
-Inspection commands read existing workspace artifacts and emit JSON to stdout.
-They do not fetch weather data or run `scriptorium`.
-
-```text
-weatherreporter inspect reports --limit 10
-weatherreporter inspect metadata RUN_ID
-weatherreporter inspect briefing RUN_ID
-weatherreporter inspect data-package RUN_ID
-weatherreporter inspect prior RUN_ID
-weatherreporter inspect sources RUN_ID
-```
-
-Use `inspect reports` to find recent RunIDs and artifact paths. Use
-`inspect metadata` to see the artifact links recorded for a run. Use
-`inspect briefing` and `inspect data-package` to review the exact structured
-inputs used for rendering. Use `inspect prior` to see the prior comparable
-snapshot selected for Recent Changes, or `null` when none exists. Use
-`inspect sources` to review source provenance and warnings without dumping full
-weather payloads.
-
-## Recent Changes
-
-Recent Changes are computed from structured briefing snapshots, not rendered
-Markdown text.
-
-Daily Today and Daily Tomorrow can compare with each other when they cover the
-same valid local date. 3-Day Outlook compares with prior compatible 3-Day
-snapshots for the same valid local date. Weekend Outlook compares with prior
-compatible Weekend snapshots for the same weekend window. Storm Report currently
-leaves Recent Changes empty.
-
-When no prior comparable snapshot exists, or no configured threshold is crossed,
-`recentChanges.items` is empty.
-
-## Recovery
-
-A failed generation run may still leave useful artifacts:
-
-- If `scriptorium render` returns a result with a nonzero exit code, the
-  preflight JSON and metadata are written for inspection.
-- If `scriptorium run` exits nonzero after writing a report, the managed report
-  and metadata remain available.
-- For batch commands, inspect the stdout JSON summary first, then inspect the
-  artifact paths for each failed report.
-
-For a bad report, start with:
-
-```text
-weatherreporter inspect metadata RUN_ID
-weatherreporter inspect sources RUN_ID
-weatherreporter inspect briefing RUN_ID
-weatherreporter inspect data-package RUN_ID
-weatherreporter inspect prior RUN_ID
-```
-
-## Operational Caveats
-
-- The application uses one configured Weather API endpoint.
-- The application writes local filesystem state only.
-- The application does not implement resume, cleanup, archive, remote storage,
-  daemon operation, or automatic storm monitoring.
-- Generated reports and Scriptorium stderr can contain sensitive operational
-  context. Store workspace artifacts with appropriate filesystem permissions.
+This removal cannot be recovered by Weatherreporter. Keep or archive any
+historical files that are still needed before deleting them.

docs/policy/architecture.md

@@ -1,119 +1,94 @@
-# Architecture
+# Architecture Policy
 
-This document defines the development principles for this Go project. It is inward-facing: developers and LLM coding agents should use it to preserve the project’s shape, boundaries, and invariants as the code evolves.
+## Purpose
 
-## weatherreporter
-`weatherreporter` is a deterministic weather briefing and report-preparation application. It consumes normalized weather data from the internal weatherfeeder-backed API, derives report-specific briefing packages, compares those packages against prior snapshots, and invokes an external prompt runner to produce human-facing reports.
+This policy defines Weatherreporter's system shape, ownership, dependency direction,
+and safety invariants. The [development guide](../development.md) owns the
+package inventory; focused documents in `docs/internal/` own implementation detail.
 
-The application should keep meteorological data selection, daypart grouping, threshold detection, forecast-period resolution, and recent-change comparison inside Go domain packages. LLM prompts should receive curated briefing packages rather than raw unbounded source payloads wherever practical.
+## System Shape
 
-Report types must be defined through a registry or equivalent mechanism. Each report definition should declare its report ID, prompt ID, valid-period resolver, briefing builder, comparison strategy, and output naming behavior. Avoid scattering report-type conditionals across CLI and orchestration code.
+Weatherreporter is a deterministic weather-report CLI. It collects normalized
+weather data, derives facts and modules, builds a curated YAML data package,
+executes exact-version Promptkit prompts, validates structured generated prose,
+and renders repository-owned Markdown in memory. Completed Markdown is
+atomically published to an operator-owned output destination and may then be
+uploaded through Distributor.
 
-Generated reports must be associated with explicit metadata, including report type, location, generation time, valid period, source product timestamps or hashes, briefing snapshot path, and output path. Recent Changes must be based on structured snapshot comparison rather than comparison of rendered Markdown report text.
+An explicit profile comparison prepares one report input once, executes the
+same exact prompt and data package across selected profiles concurrently, and
+atomically publishes one operator-owned comparison bundle. It remains local:
+it does not create application state or send a Distributor notification.
 
-`scriptorium` is an external adapter, not domain logic. Subprocess execution must be isolated under `internal/adapters/scriptorium`, use context-aware execution, avoid shell interpolation, capture actionable stderr, and keep scriptorium-specific flags from leaking into domain packages.
+The supported report products are Daily, Today, Tomorrow, and Hourly. A batch
+collects once, validates its complete candidate prompt/profile set before
+collection, then determines and validates every planned output destination
+before executing reports sequentially with one executor. It continues after
+independent report failures and sends a batch notification only after every
+planned report succeeds.
 
-## Project Shape
+## Ownership And Boundaries
 
-Default to a small, explicit, dependency-light Go application. Keep the design modular enough to test and change safely, but do not add abstraction unless it protects a real boundary or enables a real extension point.
+- `internal/cli` owns command parsing, help, summaries, and one executor
+  construction per action.
+- `internal/config` owns defaults, loading, validation, and secret loading.
+- `internal/app` owns in-memory workflow order, partial results, atomic output
+  publication, and notification coordination through project-owned contracts.
+- `internal/comparison` owns comparison identity, durable logical bundle
+  validation, safe destination recognition, and atomic bundle publication.
+- Deterministic domain packages own weather derivation, report periods, modules,
+  generated-text validation, and template contexts.
+- `internal/adapters/weatherapi`, `internal/adapters/promptkit`, and
+  `internal/adapters/distributor` own their external dependency mechanics.
 
-Business/domain logic should live outside CLI, transport, and external-adapter packages.
+Dependency-specific Promptkit types remain inside its adapter. The application
+does not parse flags, construct provider clients, or render provider output
+directly.
 
-## Dependency Policy
+## Prompt Execution Invariants
 
-Prefer the Go standard library where practical.
+- Prompts receive curated module packages, never unbounded raw weather payloads.
+- Every execution validates the exact prompt version and output contract before
+  collection. The selected profile is configured explicitly or declared by the
+  prompt; unsupported direct-key profiles and missing reported credentials fail
+  before collection.
+- Prompt and profile validation completes before weather collection. Raw output
+  is validated before template rendering.
+- Comparison validates every explicit profile before collection, prepares one
+  immutable report input, and delegates backend capacity to Promptkit rather
+  than adding an application-wide execution limit.
+- Generated text fills defined prose slots only. Deterministic facts remain
+  authoritative and repository-owned templates produce all Markdown output.
+- Sensitive rendered prompts, schemas, input bodies, provider endpoints, and
+  credentials never enter normal summaries or logs. They are written only to
+  an explicit secure debug root when requested.
 
-Use external dependencies only when justified by correctness, security, interoperability, or substantial complexity reduction. Good reasons include complex security-sensitive behavior, such as HTML sanitization, or widely used de facto standards, such as YAML parsing.
+## Output, Notification, And Testing Invariants
 
-Avoid dependencies for small conveniences. Do not let external dependency types leak across internal package boundaries unless the dependency is itself the explicit public contract of that package.
+- Normal execution is stateless: it keeps weather data, prompt input, generated
+  text, and render context in memory and creates no application-owned durable
+  state.
+- Markdown writes are atomic at an operator-selected destination. A
+  pre-publication failure, including cancellation observed immediately before
+  publication, does not replace an existing destination; a notification failure
+  does not remove a newly published output.
+- Configuration or explicit CLI input selects that operator-owned destination;
+  it does not create an application-owned state boundary.
+- Comparison bundles are flat, versioned operator outputs. Their guarded
+  replacement accepts only a recognized current bundle; cancellation and every
+  pre-publication failure preserve a prior bundle, while individual profile
+  failures can publish a complete partial bundle.
+- Distributor uploads use only the published Markdown output, never a scan of
+  local files. Single notification follows publication; batch notification
+  follows publication of every selected report. Batch counters describe report
+  outcomes only; a failed batch notification is represented separately at the
+  batch level.
+- Comparison never invokes Distributor notification.
+- Default tests are deterministic, offline, and use Promptkit/provider fakes
+  rather than live provider calls. See the [testing policy](testing.md).
 
-## Package Layout
+## Non-Goals
 
-Use this layout unless the project has a documented reason to differ:
-
-- `internal/app`: application orchestration and top-level use cases.
-- `internal/cli`: CLI command definitions, flags, argument parsing, and command wiring.
-- `internal/config`: configuration structs, defaults, loading, precedence, and validation.
-- `internal/adapters/<name>`: adapters for external CLIs, APIs, databases, object stores, or libraries.
-- `internal/api`: HTTP API handlers and request/response types, when the application exposes an HTTP API.
-- `internal/transport/http`: HTTP client code, when the application calls HTTP services.
-
-Package-private implementation constants may live near the package that owns them, preferably in `constants.go` when useful.
-
-## Configuration
-
-Centralize configuration loading, processing, precedence, defaults, and validation in `internal/config`.
-
-The goal is to make configuration discoverable and avoid implicit or hidden operational values. User-visible defaults and cross-package operational defaults should be defined in `internal/config/defaults.go`.
-
-Configuration precedence is:
-
-1. CLI flags
-2. configuration file
-3. built-in defaults
-
-Prefer YAML configuration unless the project has a strong reason to use another format. Config files should be discovered at `/usr/local/etc/<app_name>/config.yml`, with a CLI override via `--config`.
-
-Configuration files should not contain raw secrets unless the application is explicitly designed for that. Prefer environment variables or secret files for secrets.
-
-## Adapters and External Integrations
-
-Use a hexagonal architecture style for external integrations.
-
-External adapters belong under `internal/adapters/<name>`. If an adapter uses an external dependency, that dependency’s interface must not leak outside the adapter package. Other packages should interact only with the adapter’s API, so the dependency can be swapped, upgraded, or removed without touching unrelated code.
-
-Adapters should be thin. Domain decisions belong in application/domain packages, not inside adapter glue.
-
-## Components and Registries
-
-When the application has major workflow components, each component should live
-near the package that owns its contract and have explicit inputs and outputs.
-
-The orchestrator should compose components in an explicit order using a default
-sequence, dependency graph, or documented orchestration rule.
-
-If users can select components, validators, renderers, or adapters, selection
-should go through a registry or equivalent mechanism rather than scattered
-conditionals.
-
-## Embedded Assets
-
-Store embedded JSON schemas, Markdown prompts, templates, and similar assets as separate files, not inline string literals, unless there is a strong reason otherwise.
-
-## Errors and Logging
-
-Errors should be actionable and preserve context. Wrap errors with operation and path/resource context. CLI code should convert internal errors into concise user-facing messages.
-
-Errors and logs must not expose secrets.
-
-Use structured logging where practical. Logs should describe operations, paths, external calls, retries, and failure causes, but should not include large user data by default.
-
-## Context, Timeouts, and Cancellation
-
-Long-running operations should accept `context.Context`. External calls,
-subprocesses, HTTP requests, storage operations, and multi-step workflows should
-respect cancellation and timeouts.
-
-## State, Files, and Safety
-
-If the application writes durable state, writes should be atomic where
-practical. Multi-step workflows should preserve enough state to support
-inspection and retry diagnosis after failure.
-
-Code that deletes, moves, or overwrites files must use narrow, explicit paths. Avoid broad parent-directory operations. Cleanup that can cause data loss must be opt-in.
-
-## Testing
-
-Core logic should be testable without real external services. Use fakes, fixtures, or local test doubles for adapters where practical.
-
-Config examples should be load-tested. Important CLI workflows should have
-parser or command tests. Component contracts should have focused tests that do
-not require running the full application unless end-to-end coverage is
-intentional.
-
-## Documentation
-
-Documentation should follow the project documentation policy. Keep user docs focused on implemented behavior. Put future, planned, or aspirational work only under `docs/roadmap/`.
-
-When changing architecture, config, CLI behavior, adapters, or component
-contracts, update the relevant docs and examples in the same change.
+Weatherreporter is not a weather-data ingestion service, general LLM
+orchestration framework, plugin platform, HTTP service, multi-user job system,
+or a replacement for Promptkit or Distributor.

docs/policy/development.md

@@ -1,193 +0,0 @@
-# Development Policy
-
-This document is the contributor workflow policy for `weatherreporter`.
-Developers and LLM coding agents should use it with
-`docs/policy/architecture.md` and `docs/policy/documentation.md`.
-
-## Repository Layout
-
-- `cmd/weatherreporter`: binary entry point.
-- `internal/app`: orchestration for generation, batches, fetch helpers, and
-  inspection.
-- `internal/cli`: command parsing, flag handling, help text, and JSON output.
-- `internal/config`: configuration structs, defaults, loading, overrides, and
-  validation.
-- `internal/fileutil`: shared atomic filesystem write and copy helpers.
-- `internal/adapters/weatherapi`: Weather API HTTP adapter.
-- `internal/adapters/scriptorium`: Scriptorium subprocess adapter.
-- `internal/forecast`: normalized bundle types and deterministic forecast
-  derivation.
-- `internal/report`: report definitions, valid periods, batches, output names,
-  and comparison declarations.
-- `internal/briefing`: report-specific briefing package builders.
-- `internal/changes`: structured Recent Changes comparison.
-- `internal/promptinput`: Scriptorium `data_package` construction and
-  validation.
-- `internal/state`: filesystem paths, atomic JSON writes, metadata, lookup, and
-  inspection support.
-- `internal/timeutil`: clock, date, timezone, and period helpers.
-- `docs`: user, operator, developer, integration, internal, policy, and roadmap
-  documentation.
-- `examples`: maintained copyable examples.
-
-## Local Validation
-
-Use focused checks while editing and broader checks before committing:
-
-```bash
-go test ./...
-go run ./cmd/weatherreporter --help
-git diff --check
-```
-
-Useful focused checks:
-
-```bash
-go test ./internal/cli ./internal/config
-go test ./internal/app ./internal/state
-go test ./internal/adapters/weatherapi ./internal/adapters/scriptorium
-go test ./internal/forecast ./internal/report ./internal/briefing ./internal/changes ./internal/promptinput
-```
-
-Run `gofmt -w` on changed Go files before committing.
-
-## Coding Conventions
-
-- Keep domain logic out of `cmd`, `internal/cli`, and adapter packages.
-- Prefer small explicit structs and functions over broad framework-style
-  abstractions.
-- Keep package APIs narrow and named around implemented behavior.
-- Return errors with operation, path, endpoint, report, or RunID context.
-- Do not log or expose secrets.
-- Use `context.Context` for external calls, subprocesses, and orchestrated
-  workflows that may be canceled.
-- Use atomic writes for durable JSON artifacts where practical.
-- Keep report selection and prompt IDs centralized in `internal/report`.
-- Keep Scriptorium argv construction inside `internal/adapters/scriptorium`.
-- Keep Weather API transport and envelope handling inside
-  `internal/adapters/weatherapi`.
-
-## Dependency Policy
-
-Prefer the Go standard library. Add dependencies only when they materially
-improve correctness, interoperability, security, or maintainability.
-
-Current external dependency:
-
-- `gopkg.in/yaml.v3` for YAML configuration parsing.
-
-When adding a dependency:
-
-- explain why the standard library is not enough;
-- keep dependency types from leaking across unrelated package boundaries;
-- add tests for the behavior the dependency supports;
-- update this policy if the dependency becomes part of contributor workflow.
-
-## Configuration Changes
-
-Configuration is owned by `internal/config`.
-
-When adding or changing a field:
-
-- update `Config` and the nested config struct in `config.go`;
-- add or adjust defaults in `defaults.go` when the field has a safe default;
-- update loading or CLI override behavior in `load.go` only when needed;
-- validate required values and accepted ranges in `validate.go`;
-- add or update config tests;
-- update `docs/config.md` and maintained examples when the field is user
-  visible;
-- keep secrets out of example config files.
-
-Configuration precedence is:
-
-1. CLI overrides supported by `config.LoadOptions`;
-2. configuration file values;
-3. built-in defaults.
-
-The default config path is `/usr/local/etc/weatherreporter/config.yml`.
-
-## CLI Changes
-
-The CLI is owned by `internal/cli`.
-
-When adding or changing a command or flag:
-
-- update help text and parser behavior together;
-- convert parsed values into app-layer request structs;
-- keep domain decisions in `internal/app` or domain packages;
-- add parser or command tests in `internal/cli`;
-- update `docs/cli.md`;
-- update `docs/operations.md` or `docs/troubleshooting.md` when behavior affects
-  operators.
-
-CLI commands should return concise actionable errors and avoid printing partial
-JSON when command construction fails.
-
-## Components And Adapters
-
-Use existing package boundaries before adding a package.
-
-Add a new internal component only when it owns a distinct implemented contract.
-Define its inputs, outputs, state behavior, failure behavior, tests, and
-invariants in `docs/internal/`.
-
-Adapters should stay thin:
-
-- HTTP adapters own transport, request construction, envelope handling, and
-  decode boundaries.
-- subprocess adapters own argv construction, timeout handling, stdout/stderr
-  capture, and exit-code interpretation.
-- adapter packages should not own report selection, forecast summarization,
-  Recent Changes, or prompt input schema decisions.
-
-When an external contract changes, update the matching file under
-`docs/integrations/`.
-
-## Tests
-
-Core tests must not require live Weather API or Scriptorium services.
-
-Preferred test patterns:
-
-- fake command runners for subprocess behavior;
-- `httptest.Server` for Weather API behavior;
-- filesystem temp directories for state behavior;
-- deterministic clocks for report periods and RunIDs;
-- table tests for config validation, CLI parsing, period resolution, and
-  threshold behavior.
-
-Add focused tests near the package that owns the behavior. Use app-level tests
-for workflow ordering, persistence, and cross-package contracts.
-
-## Examples
-
-Examples under `examples/` must be real, maintained, and free of secrets.
-
-When updating examples:
-
-- use implemented config fields only;
-- avoid private endpoints and credentials;
-- keep comments short and operationally useful;
-- add or update validation coverage when a new example file is introduced;
-- link maintained examples from `docs/config.md`.
-
-Do not add generated report examples unless they can be kept current without
-live external services.
-
-## Documentation Checklist
-
-Documentation updates are part of behavior changes.
-
-Update:
-
-- `README.md` for project orientation or quickstart changes;
-- `docs/cli.md` for command and flag changes;
-- `docs/config.md` for config fields, defaults, and precedence changes;
-- `docs/operations.md` for state, artifact, batch, inspection, and recovery
-  behavior;
-- `docs/troubleshooting.md` for recurring operator-facing failure modes;
-- `docs/internal/` for component contracts and invariants;
-- `docs/integrations/` for external Weather API or Scriptorium contract changes;
-- `docs/roadmap/` only for unimplemented or deferred work.
-
-Non-roadmap docs must describe implemented behavior only.

docs/policy/documentation.md

@@ -1,356 +1,230 @@
-# Go Project Documentation Policy
+# Documentation Policy
 
 ## Purpose
 
-Project documentation must help four audiences:
-
-1. users who need to run the application;
-2. administrators/operators who need to configure and operate it;
-3. developers who need to understand and change it safely;
-4. LLM coding agents that need clear scope, boundaries, and invariants.
-
-Docs should be accurate, concise, task-oriented, and organized by audience. Prefer links to canonical docs over repetition.
+This policy assigns each Weatherreporter documentation topic to one canonical
+owner. Its goal is to keep documentation accurate, concise, discoverable, and
+resistant to drift for users, operators, developers, integrators, maintainers,
+and coding agents.
 
 ## Core Rules
 
-### 1. Keep docs concise
-
-Each document should cover a defined scope and only the essentials for that scope.
-
-Avoid:
-- long background explanations;
-- repeated reference material;
-- implementation detail in user-facing docs;
-- aspirational language outside roadmap docs;
-- verbose examples where one minimal example is clearer.
-
-### 2. Document only implemented behavior outside roadmap files
-
-Unimplemented, planned, aspirational, experimental, or future work may be described only under:
-
-- `docs/roadmap/`
-
-No other documentation file, including `README.md`, should describe code, features, modules, stages, commands, config fields, or behaviors that do not currently exist.
-
-If a feature is partial, non-roadmap docs may describe only the implemented portion and its current boundary.
-
-### 3. Use canonical homes
-
-Each type of information should have one canonical location.
-
-Canonical homes:
-
-- project purpose and quickstart: `README.md`
-- development principles: `docs/policy/architecture.md`
-- configuration reference: `docs/config.md`
-- CLI reference: `docs/cli.md`
-- operations and recovery: `docs/operations.md`
-- troubleshooting: `docs/troubleshooting.md`
-- implemented internals: `docs/internal/`
-- future work: `docs/roadmap/`
-- contributor workflow: `docs/policy/development.md`
-- copyable examples: `examples/`
-
-Other files should summarize briefly and link to the canonical source.
-
-### 4. Keep examples real
-
-Examples should be valid, maintained, and free of secrets.
-
-Where practical:
-- example configs should load successfully;
-- example commands should match real CLI syntax;
-- important examples should be covered by tests.
-
-## Documentation Profiles
-
-All projects require:
-
-- `README.md`
-- `docs/policy/architecture.md`
-
-Additional docs depend on the project.
-
-### Small library
-
-Recommended:
-- `docs/policy/development.md`, if contributor conventions are non-obvious
-
-### Simple CLI
-
-Required:
-- `docs/cli.md`
-
-Recommended:
-- `docs/policy/development.md`
-
-### Config-driven CLI
-
-Required:
-- `docs/cli.md`
-- `docs/config.md`
-
-Recommended:
-- `examples/`
-- `docs/policy/development.md`
-
-### Stateful or operator-facing application
-
-Required:
-- `docs/cli.md`, if CLI-based
-- `docs/config.md`, if config-driven
-- `docs/operations.md`
-
-Recommended:
-- `docs/troubleshooting.md`
-- `examples/`
-- `docs/policy/development.md`
-
-### Modular, staged, service-oriented, or orchestration application
-
-Required:
-- `docs/cli.md`, if CLI-based
-- `docs/config.md`, if config-driven
-- `docs/operations.md`
-- `docs/internal/`
-- `docs/policy/development.md`
-
-Recommended:
-- `docs/troubleshooting.md`
-- validated examples under `examples/`
-
-## Required Documents
-
-### README.md
-
-**Audience:** users, administrators, operators
-
-The README is the outward-facing project orientation page.
-
-It should include, in order:
-
-1. concise description;
-2. elevator pitch;
-3. shortest useful command or usage example;
-4. links to targeted docs.
-
-The README should be short. It is not a manual.
-
-The “shortest useful command” means the simplest command that performs the project’s core use case. (It does not mean `app --help`.)
-
-### docs/policy/architecture.md
-
-**Audience:** developers, LLM coding agents
-
-`docs/policy/architecture.md` is required for every project.
-
-It is an inward-facing development policy document. It should describe how the project is intended to be built and changed.
-
-It should include:
-
-- project shape;
-- core design principles;
-- package and boundary philosophy;
-- state/persistence philosophy, if applicable;
-- external integration philosophy, if applicable;
-- error-handling and logging principles;
-- testing expectations;
-- documentation expectations;
-- architectural invariants;
-- explicit non-goals, if useful.
-
-For small projects, this file may be brief. It may simply state that the project is intentionally narrow, monolithic, and dependency-light.
-
-### docs/policy/development.md
-
-**Audience:** developers, LLM coding agents
-
-Required for projects maintained by humans and LLM coding agents.
-
-It should include:
-
-- repository layout;
-- build/test commands;
-- coding conventions;
-- dependency policy;
-- how to add config fields;
-- how to add CLI flags;
-- how to add stages/modules/adapters, if applicable;
-- how to update examples;
-- documentation update expectations.
-
-### docs/config.md
-
-**Audience:** administrators, operators, advanced users
-
-Required for applications with configuration files.
-
-It should include, in order:
-
-1. config file locations and discovery precedence;
-2. minimal working config;
-3. production-oriented config;
-4. full configuration reference;
-5. secrets handling, if applicable;
-6. links to maintained examples.
-
-The full configuration reference should be canonical.
-
-### docs/cli.md
-
-**Audience:** users, administrators, operators
-
-Required for CLI applications.
-
-It should include, in order:
-
-1. shortest useful command;
-2. command overview;
-3. complete flag reference;
-4. common workflows;
-5. diagnostic or recovery commands, if applicable.
-
-Explain when commands are useful, not just their syntax.
-
-### docs/operations.md
-
-**Audience:** administrators, operators
-
-Required for applications that maintain state, support resume behavior, run multiple stages, write durable artifacts, use remote storage, or require recovery procedures.
-
-It should cover:
-
-- normal workflow;
-- filesystem layout;
-- remote storage layout, if applicable;
-- logs and manifests;
-- resume/retry behavior;
-- cleanup behavior;
-- archive/backup behavior;
-- safe recovery procedures;
-- operational caveats.
-
-### docs/troubleshooting.md
-
-**Audience:** administrators, operators
-
-Recommended once recurring failure modes exist.
-
-Each entry should include:
-
-- symptom;
-- likely cause;
-- diagnostic command or inspection step;
-- safe fix;
-- relevant links.
-
-### docs/internal/
-
-**Audience:** developers, LLM coding agents
-
-Required for modular, staged, service-oriented, or orchestration projects.
-
-This directory describes implemented internal components. It is not the roadmap.
-
-Use one file per major component where useful.
-
-Each component doc should include:
-
-1. purpose;
-2. inputs and outputs;
-3. boundaries;
-4. config fields used;
-5. external adapters used;
-6. state or manifest behavior, if applicable;
-7. skip/resume behavior, if applicable;
-8. failure behavior;
-9. tests to inspect before changing;
-10. architectural invariants.
-
-### docs/roadmap/
-
-**Audience:** maintainers, developers, LLM coding agents
-
-This is the only place for planned, future, aspirational, experimental, or unimplemented work.
-
-Roadmap docs should clearly distinguish:
-
-- proposed work;
-- accepted plans;
-- deferred ideas;
-- rejected ideas;
-- implementation prompts or task breakdowns, if useful.
-
-Roadmap docs should not be confused with current behavior.
-
-### docs/integrations/
-
-**Audience:** developers, LLM coding agents
-
-Required for projects that depend on external CLIs, APIs, services, protocols, or file formats where the integration contract is important to maintain.
-
-This directory contains concise, versioned reference notes for external integration contracts. It should document only the parts of the external system that this project actually uses.
-
-Use one file per integration where useful.
-
-## Examples Directory
-
-Projects with non-trivial configuration or workflows should include `examples/`.
-
-Useful examples include:
-
-- minimal working config;
-- production-oriented config;
-- full annotated config;
-- local development config;
-- remote/object-storage config;
-- minimal session/input file.
-
-Examples should be valid, maintained, tested when practical, and linked from relevant docs.
-
-## Security and Privacy
-
-Docs and examples must not include:
-
-- real API keys;
-- tokens;
-- passwords;
-- private keys;
-- private environment dumps;
-- sensitive user data;
-- raw private transcripts;
-- private infrastructure details unless intentionally public.
-
-Document secret-handling mechanisms, not actual secret values.
-
-## Maintenance Rules
-
-When docs change, verify the affected behavior.
-
-Where practical:
-
-- load example config files in tests;
-- test CLI examples or command parser behavior;
-- validate documented flags against real flags;
-- remove stale references;
-- update links after renames;
-- keep roadmap content out of non-roadmap docs.
-
-If documentation and code disagree, fix the documentation and/or open a roadmap item; do not leave aspirational behavior in current-behavior docs.
-
-Documentation is complete only when it matches the current code.
-
-## Documentation Change Checklist
-
-Before merging documentation changes, verify:
-
-- README is concise and orientation-focused.
-- `docs/policy/architecture.md` describes development principles.
-- Future work appears only under `docs/roadmap/`.
-- User-facing docs avoid unnecessary internals.
-- Developer-facing docs preserve boundaries and invariants.
-- Config examples match the schema.
-- CLI examples match real commands and flags.
-- Defaults appear in the canonical config reference.
-- No secrets or private data are included.
-- Links are accurate.
+### One Canonical Documentation Owner
+
+Each authoritative fact belongs in one canonical document or documentation
+area. A non-owning document may give a short, stable summary for orientation,
+but it must link to the canonical owner instead of maintaining a second
+definition.
+
+Volatile details include commands, flags, configuration fields and defaults,
+report and module IDs, schemas, file names, paths, status and exit behavior,
+retry behavior, and runtime guarantees. If readers could reasonably treat a
+statement as a contract, its exact documentation belongs with the owner named
+in this policy.
+
+Executable sources of truth and documentation owners serve different purposes.
+Code, schemas, and embedded assets determine runtime behavior. The canonical
+document owns the corresponding explanation or reference for readers. Both may
+necessarily express the same contract, but other documentation should summarize
+and link rather than create another complete reference. When implementation and
+documentation disagree, verify the intended behavior and update them together.
+
+### Current State, Decisions, And Future Work
+
+Outside `docs/roadmap/`, documentation describes implemented behavior only.
+Partial features may be described only to their implemented boundary.
+
+An accepted architecture decision may describe an approved direction before it
+is implemented, but acceptance is not evidence that the behavior exists.
+Current-state documents change when the implementation lands. Temporary
+roadmaps own future work, sequencing, and implementation status; they do not
+replace durable policies, decisions, or current contracts.
+
+### Audience And Detail
+
+Write for the document's stated audience and include only the detail needed for
+its owned topic. User and operator documentation should not expose incidental
+implementation detail. Developer documentation should link to user-facing and
+external contracts instead of restating them.
+
+### Links
+
+Use descriptive link text and repository-relative links for repository
+documents. Link to the canonical owner rather than to a duplicate summary.
+Check every added or changed link, and repair or remove links when their target
+moves or is retired.
+
+### Examples And Code Fences
+
+Complete copyable files belong in `examples/` when maintained examples exist.
+Documentation may use the smallest illustrative snippet needed for its owned
+topic, but should link to a maintained example instead of embedding a second
+complete copy.
+
+Examples must be valid, secret-free, and tested where practical. Commands,
+flags, configuration, imports, and Go snippets must match implemented behavior.
+Use a language tag on fenced code blocks, and identify fragments that are
+illustrative rather than directly runnable.
+
+### Security And Privacy
+
+Documentation and examples must not contain real credentials, private keys,
+private environment dumps, sensitive source material, or private
+infrastructure details unless intentionally public. Document secret-handling
+mechanisms, not secret values.
+
+## Canonical Ownership
+
+| Topic | Canonical owner | Owned content | Content owned elsewhere |
+| --- | --- | --- | --- |
+| Product orientation and minimal quickstart | `README.md` | What Weatherreporter is, why it is useful, one shortest successful invocation, and links onward. | Complete command reference, configuration reference, operational procedures, architecture, and implementation detail. |
+| Contributor workflow and package inventory | `docs/development.md` | Repository layout, local workflow, validation commands, coding conventions, task-specific change guidance, dependency workflow, and repository hygiene. | Architectural invariants, user-facing contracts, detailed subsystem behavior, and future work. |
+| Current application architecture | `docs/policy/architecture.md` | System shape, normative ownership, dependency direction, package boundaries, invariants, safety properties, and non-goals. | Concrete implementation mechanics, contributor procedures, decision history, and future work. |
+| Documentation organization | `docs/policy/documentation.md` | Documentation ownership, audience boundaries, maintenance rules, and document lifecycle. | Application architecture and runtime behavior. |
+| Testing policy | `docs/policy/testing.md` | Test philosophy, risk-based sufficiency, stable test boundaries, doubles, coverage guidance, regression policy, and criteria for adding, rewriting, or deleting tests. | Subsystem behavior, application contracts, subsystem-specific test inventories, and implementation plans. |
+| Release procedure | `docs/release.md` | Version policy, release preparation, validation, tagging, automated publication, verification, failure handling, and release ordering. | General contributor workflow, product contracts, release-specific change summaries, and implementation history. |
+| Release notes | `docs/releases/` | One versioned, changelog-style summary for each release, including compatibility and operator action. The file at the tagged commit supplies the corresponding Gitea release body. | Current CLI, configuration, operations, integration, architecture, and internal contracts; release procedure; implementation plans. |
+| CLI contract | `docs/cli.md` | Commands, arguments, flags, invocation semantics, stdout and stderr behavior, summaries, and exit behavior. | Configuration field definitions, complete operating procedures, runtime filesystem layout, and command implementation. |
+| Configuration contract | `docs/config.md` | Discovery and precedence, fields, defaults, secrets, validation rules, and user-selectable values. | Complete example files, CLI syntax, output lifecycle, and loading implementation. |
+| Operations | `docs/operations.md` | Normal output handling, atomic replacement, notification behavior, diagnosis, explicit debug capture, manual legacy-workspace cleanup, permissions, and operational caveats. | Complete CLI syntax, configuration field definitions, logical external contracts, and implementation mechanics. |
+| Report template surface | `docs/templates.md` | Implemented template files and partials, render-context fields, editing rules, and maintainer-facing template examples. | Weather derivation, module implementation, generated-text validation internals, and operator procedures. |
+| External and durable integration contracts | `docs/integrations/` | Weather API, Promptkit, Distributor, external formats and protocols, durable logical paths and schemas, compatibility behavior, and upstream or downstream responsibilities. | Physical runtime placement and lifecycle, internal transformations, CLI syntax, and configuration defaults. |
+| Internal subsystem behavior | `docs/internal/` | Implementation flow, internal collaborators and state transitions, package-local guarantees and failures, and relevant tests. | Global architecture invariants, user-facing contracts, external schemas, operator procedures, and future package plans. |
+| Architectural decision history | `docs/adr/`, when repository-local decisions require records | Significant decisions, context, alternatives, rationale, consequences, and supersession history. | Current behavior reference, implementation status, and task sequencing. |
+| Temporary feature roadmaps | `docs/roadmap/`, while planned work needs coordination | Proposed, accepted, deferred, or rejected work; sequencing; gates; implementation status; and task breakdowns. | Implemented behavior reference and durable decision rationale. |
+| Complete copyable artifacts | `examples/` | Maintained configuration and other files intended to be copied or run. | Field-by-field reference, command reference, and prose explanation. |
+
+Conditional owners do not require placeholder files or directories. If
+Weatherreporter introduces a new public API, consumer interface, release
+process, or other durable documentation responsibility, update this policy to
+assign its canonical owner when that responsibility is introduced.
+
+## Boundary Rules
+
+### Orientation, Architecture, And Internals
+
+The README owns product orientation. The development policy routes contributors
+and owns the concise current package inventory. Architecture owns normative
+structure and invariants. Focused internal documents own implementation
+behavior. These documents may link to one another but must not maintain
+parallel package or behavior references.
+
+### Commands, Configuration, And Operations
+
+CLI documentation answers how to invoke Weatherreporter and what its command
+interface does. Configuration documentation answers what settings mean.
+Operations answers how to handle operator-owned outputs and runtime failures,
+including diagnosis, explicit debug capture, and safe legacy cleanup.
+
+When a workflow crosses these topics, place the complete procedure with the
+document that owns the task and link to the other contracts. Do not duplicate
+complete flag, field, or path references to make a workflow self-contained.
+
+### Templates, Integrations, And Implementation
+
+Template documentation defines the maintainer-facing rendering surface.
+Integration documentation defines externally observable shapes, logical paths,
+protocols, and compatibility behavior. Internal documentation explains how
+Weatherreporter produces, transforms, or consumes those contracts.
+
+Internal documents may name a command, field, template value, path, or protocol
+to identify a dependency, but must link to its canonical documentation for the
+complete definition.
+
+### Release Procedure And Release Notes
+
+The release procedure owns how a maintainer prepares, publishes, verifies, and
+recovers from a Weatherreporter release. Release notes under `docs/releases/`
+own the concise historical summary for one version and are the checked-in
+source for its generated Gitea release body.
+
+Release notes are not current-state reference documents. They may summarize
+what changed and link to durable documentation, but they must not become a
+second command, configuration, operations, integration, architecture, or
+internal reference. Correct the applicable canonical owner in the same change
+when a release changes an implemented contract.
+
+The release note at a published tag and the Gitea release generated from it are
+historical records. Later corrections on `main` do not rewrite that published
+record. Material release errors require the failure handling defined by the
+release procedure rather than moving a published tag or overwriting its
+release.
+
+### Executable Authority
+
+CLI parsing and help generation are the executable authority for accepted
+commands and flags. Configuration structs, defaults, loading, and validation
+are the executable authority for configuration behavior. Schemas and embedded
+assets are the executable authority for validated formats and template
+execution. Tests protect selected contracts and invariants but do not become a
+second documentation reference merely by asserting them.
+
+Canonical documentation must be checked against these authorities whenever the
+corresponding behavior changes.
+
+### Security Topics
+
+This policy owns what documentation and examples may contain. Architecture owns
+application security boundaries and invariants. Configuration owns
+credential-supply mechanisms. Operations owns permissions and handling of
+sensitive runtime artifacts. Integration documents own consumer-visible
+security contracts. Internal documents own implementation mechanisms only.
+
+## Architecture Decision Records
+
+Use sequentially numbered ADR filenames such as
+`0001-record-architecture-decisions.md`. Follow the lightweight Nygard format:
+
+1. title;
+2. status;
+3. date;
+4. context;
+5. decision;
+6. alternatives considered;
+7. consequences.
+
+Use one of these statuses:
+
+- **Proposed:** the decision is under consideration and may change;
+- **Accepted:** the decision is approved, whether or not implementation is
+  complete;
+- **Rejected:** the proposed decision was considered and not adopted;
+- **Superseded:** a later accepted ADR replaces the accepted decision.
+
+A proposed ADR transitions to Accepted or Rejected. An Accepted ADR transitions
+to Superseded only when a later Accepted ADR replaces it. An ADR may be created
+as Accepted when the decision has already been made.
+
+Treat the decision content of an Accepted ADR as immutable. A changed decision
+requires a later ADR rather than a rewrite of the accepted record. A Superseded
+ADR must link to its replacement, and the replacement must link back. Rejected
+architectural alternatives belong in the ADR; rejected feature ideas belong in
+a roadmap when they need to be retained.
+
+## Document Lifecycle
+
+Create durable current-state documentation with the implementation it
+describes. Update its canonical owner in the same change when behavior changes.
+If ownership moves, remove the old definition and leave a link where navigation
+remains useful.
+
+Roadmaps are temporary coordination documents. When their work is complete,
+record completion, move any still-useful decisions or contracts to their
+durable owners, update incoming links, and archive or remove the roadmap
+according to repository practice. Do not preserve completed roadmaps as a
+second current-state reference.
+
+Release notes are durable historical summaries rather than temporary roadmaps.
+Keep them concise, retain them after publication, and keep current contracts in
+their canonical owners.
+
+Before completing documentation work:
+
+- verify affected behavior and examples;
+- check commands, flags, fields, defaults, schemas, paths, and identifiers
+  against their implementation;
+- keep unimplemented behavior in a roadmap, subject to the ADR exception;
+- validate links and fenced examples;
+- confirm non-owning documents summarize and link rather than redefine;
+- remove stale or unsupported claims; and
+- confirm that no secrets or sensitive private data were added.

docs/policy/testing.md

@@ -0,0 +1,337 @@
+# Testing Policy
+
+## Purpose
+
+Our tests exist to make **incorrect changes expensive and correct changes
+cheap**.
+
+We do not optimize for test count, line coverage, exhaustive isolation, or the
+fewest possible tests. We optimize for sufficient confidence in important
+behavior while imposing as little unnecessary friction as possible on future
+development.
+
+## Every Test Has A Cost
+
+Every test has an immediate cost and a continuing lifetime cost. It must be
+written, reviewed, executed, understood, diagnosed when it fails, updated when
+legitimate behavior changes, and maintained as fixtures and dependencies
+evolve.
+
+Tests also create cognitive and architectural friction. They can constrain
+refactoring, duplicate policy, slow feedback, add noise to failures, and cause
+harmless implementation changes to require unrelated suite edits.
+
+A test is warranted when the confidence it provides justifies those costs.
+Apply that judgment at two levels:
+
+1. **Per test:** What realistic defect does this test detect, how consequential
+   would it be, and is that protection worth the test's lifetime cost?
+2. **Across the suite:** Does this collection provide materially more
+   confidence than a smaller, simpler suite would?
+
+Prefer a lean suite that provides sufficient confidence in the risks that
+matter without redundant or low-value tests. Some friction is intentional:
+tests should make dangerous changes, such as corrupting state, breaking
+compatibility, violating security boundaries, or reintroducing subtle defects,
+require deliberate review. They should not make ordinary internal changes
+needlessly expensive.
+
+Maintenance cost is not a reason to omit testing by default. When omitting a
+plausible test, be able to explain why the protected failure is low-risk,
+already covered, obvious, reversible, or cheaper to detect elsewhere. Favor
+testing when failure would be consequential, subtle, or difficult to observe.
+
+## Default Testing Style
+
+Use a classical or Detroit-style approach:
+
+- Test observable behavior, resulting state, contracts, and invariants.
+- Use real internal collaborators when they are fast and deterministic.
+- Use fakes, stubs, or mocks primarily at expensive, nondeterministic,
+  destructive, or external boundaries.
+- Prefer package-level behavioral tests over tests coupled to private helpers
+  or internal call sequences.
+- Test exact collaborator interactions only when the interaction itself is a
+  requirement.
+
+Weatherreporter's important seams include clocks, Promptkit executors, HTTP
+services, Distributor uploads, filesystem roots, environment-backed secrets, and any
+future source of randomness or nondeterminism.
+
+## Execution Requirements
+
+The [development guide](../development.md) owns baseline repository validation.
+The default test suite is:
+
+```sh
+go test ./...
+```
+
+Run race-enabled tests when a change affects concurrent execution, goroutine
+lifecycle, shared mutable state, or cancellation coordination. Use a focused
+package command while iterating and `go test -race ./...` when the risk crosses
+package boundaries.
+
+Tests in the default suite must be deterministic, offline, and independent of
+real credentials. They must not invoke live Weather API, Promptkit providers, or
+Distributor services or depend on other mutable external infrastructure.
+Tests that require live infrastructure must be explicitly opt-in and clearly
+separated from the default suite.
+
+Control clocks, environment variables, filesystem roots, and machine-specific
+state when they affect behavior. Tests must be safe to repeat and must not
+depend on execution order or state left by an earlier test. Tests that modify
+process-global state may remain serial; use `t.Parallel()` only when the test
+and its collaborators are actually safe to run concurrently.
+
+## Test Types And Assets
+
+Use each test type where it protects a distinct risk:
+
+- Unit and package tests protect focused domain behavior and invariants through
+  the narrowest stable boundary.
+- Contract tests protect CLI behavior, configuration, durable artifacts,
+  schemas, templates, integration formats, compatibility, and stable error
+  identity.
+- Integration tests use real deterministic collaborators when correctness
+  depends on their interaction, while replacing live or nondeterministic
+  external boundaries.
+- App and CLI tests protect representative assembled generation, batch, atomic
+  output, and notification workflows.
+- Fixtures must be minimal, synthetic, versioned with the behavior they
+  exercise, and free of credentials or private data.
+- Golden files are appropriate only when the complete output is intentionally
+  stable and semantic review of updates is practical.
+- Failure-path tests should cover consequential malformed input, dependency
+  failure, cancellation, partial results, and recovery behavior.
+
+## What Deserves Tests
+
+Prioritize tests for:
+
+1. CLI, configuration, artifact, template, integration, and package contracts.
+2. Meteorological domain rules and important invariants.
+3. Boundary conditions and malformed input.
+4. Failure handling, cancellation, retries, recovery, and partial success.
+5. Serialization, schemas, compatibility, and round trips.
+6. Previously observed or plausible regressions.
+7. Representative app and CLI workflows.
+
+A package-level contract is behavior relied upon by another package or major
+collaborator, not every observable implementation detail.
+
+For data integrity, destructive operations, compatibility, security,
+concurrency, idempotency, or recovery, presume that durable tests are required
+unless the behavior is already credibly protected at another layer.
+
+Do not add tests merely because a function, branch, or line exists. Do not add
+a test when the same meaningful risk is already adequately protected
+elsewhere.
+
+## Choose The Right Boundary
+
+Test through the narrowest stable boundary that expresses the behavior clearly.
+That may be:
+
+- a small pure function when dense domain logic is clearest there;
+- a package operation when several internal collaborators jointly produce the
+  behavior; or
+- a larger integration or app boundary when correctness emerges from
+  interaction.
+
+Do not force every behavior through oversized workflow tests. Do not test every
+private helper merely because it exists. Choose the boundary that provides
+durable confidence with the least incidental coupling.
+
+## Test Behavior, Not Implementation
+
+A test should protect a decision, contract, or invariant, not memorialize the
+current implementation. Before adding or retaining a test, ask:
+
+> What realistic defect would this test catch?
+
+A test is suspect when its main purpose is to detect that someone changed a
+private constant, renamed or split a helper, reordered equivalent operations,
+changed incidental formatting, replaced one correct algorithm with another, or
+refactored private structure without changing behavior.
+
+Refactoring should normally require no test edits unless the changed structure
+is itself contractual. A test can be factually correct and still have negative
+value when the behavior it protects is too incidental to justify its future
+cost.
+
+Use these expectations when evaluating failures:
+
+| Change | Expected effect on tests |
+| --- | --- |
+| Internal refactor that preserves behavior | Existing tests should normally remain unchanged and pass. |
+| Internal default change with no contractual significance | Tests should normally derive expectations from configuration or relationships rather than duplicate the old value. |
+| Intentional change to user-visible behavior, policy, schema, or compatibility | Relevant tests should be reviewed and changed deliberately. |
+| Accidental contract or invariant violation | Tests should fail; fix production code rather than rewriting tests to accept the defect. |
+
+A failing test is not necessarily a test that should be edited. Many tests may
+correctly fail because of one production defect. The maintenance smell is a
+correct internal change that requires unrelated expectation changes throughout
+the suite.
+
+## Separate Mechanism From Policy
+
+Do not duplicate configurable thresholds and defaults throughout the suite.
+Test mechanisms relationally: a configured valid value is accepted, a value
+outside the permitted relationship is rejected, and runtime behavior respects
+the configured value.
+
+Test an exact default when its literal value is itself a documented user,
+operational, safety, protocol, or compatibility contract. The same distinction
+applies to timeouts, capacities, retry counts, ranges, thresholds, and output
+limits.
+
+When concurrency limits are introduced, distinguish configuration enforcement
+from runtime enforcement. Validate accepted and rejected settings separately
+from measuring whether observed peak concurrency respects the configured
+limit.
+
+## Avoid Semantic Duplication
+
+Each behavior should have a clear test owner:
+
+- CLI parser tests own arguments, flags, and command construction.
+- Config tests own loading, precedence, defaults, secrets, and validation.
+- Domain tests own weather transformations and invariants.
+- Adapter tests own HTTP, Promptkit/provider, and upload boundaries.
+- Orchestrator tests own workflow ordering, output publication, partial success,
+  and failure propagation.
+- Filesystem tests own atomic writes and destination-preservation behavior.
+- Template and generated-text tests own schemas, render contexts, and rendered
+  output contracts.
+
+Higher-level tests should not repeat every lower-level case. Tests that are
+individually reasonable may still be collectively redundant; assess the
+marginal protection of each additional test.
+
+## Use Test Doubles Deliberately
+
+Choose the least elaborate double that provides the required control or
+observation:
+
+1. Prefer real collaborators when they are fast and deterministic.
+2. Use small in-memory fakes when realistic stateful behavior helps.
+3. Use stubs when a dependency only needs controlled responses.
+4. Use mocks when the interaction itself is contractual.
+
+Mocks are appropriate for requirements such as uploading exactly once,
+notifying only after output publication, propagating cancellation to Promptkit, or
+avoiding an external call after an earlier workflow failure. Do not use mocks
+merely to isolate every object or reproduce the implementation's call graph.
+
+## Go-Specific Guidance
+
+Use:
+
+- table-driven tests for meaningful behavioral categories and boundaries;
+- `t.TempDir()` for real filesystem behavior;
+- `httptest.Server` for realistic Weather API interactions;
+- test-controlled clocks for periods and RunIDs;
+- fake Promptkit executors or provider clients for Promptkit behavior;
+- fake upload clients for Distributor behavior;
+- fuzz tests when parsers, normalization, or path handling have a broad and
+  consequential input space;
+- golden files only when complete output stability is intentional; and
+- a small number of representative app and CLI workflow tests.
+
+Avoid exact error-string assertions unless wording is contractual. Prefer
+`errors.Is`, `errors.As`, typed errors, structured fields, or the smallest
+stable semantic fragment that identifies the failure. At CLI boundaries,
+prefer structured summaries, exit behavior, and stable classifications over
+snapshots of complete diagnostic wording.
+
+Golden-file updates must require an explicit local flag. Ordinary validation
+must never update golden files automatically, and maintainers must inspect the
+semantic diff before accepting an update.
+
+Keep tests readable and direct. Helpers and fixture frameworks must earn their
+maintenance cost; do not build elaborate infrastructure for small or isolated
+needs.
+
+## Coverage
+
+Coverage is a diagnostic, not a target. Use it to find untested critical
+branches and unexpectedly weak packages. Do not write low-value tests solely
+to increase a percentage or infer quality from coverage alone.
+
+Pure domain logic will often warrant higher coverage than CLI wiring or thin
+external adapters. Uneven coverage is acceptable when it reflects risk.
+
+## Regression Tests
+
+A bug fix should normally include a regression test that fails before the fix
+and passes afterward. Prefer the narrowest durable test of the violated
+contract or invariant.
+
+Retain the test when the defect could realistically recur and its consequences
+justify the ongoing cost. Remove or consolidate it if the design makes
+recurrence implausible or a stronger invariant test subsumes it.
+
+## Deleting Or Rewriting Tests
+
+Tests are maintained code, not permanent historical artifacts. Delete or
+rewrite a test when its maintenance cost exceeds the confidence it provides.
+Candidates include tests that:
+
+- require edits after harmless internal changes;
+- assert private constants without protecting a real contract;
+- duplicate the same policy across several layers;
+- verify mock choreography rather than outcomes;
+- snapshot large amounts of incidental output;
+- protect risks already covered more effectively elsewhere; or
+- are flaky, misleading, obsolete, or no longer correspond to a plausible
+  failure.
+
+Test removal must be deliberate and within the scope of the change. Identify
+the behavior the test protected and show that the behavior is covered more
+effectively elsewhere or that the failure is no longer plausible enough to
+justify durable coverage. Replace several brittle tests with one stronger
+behavior or invariant test when appropriate.
+
+Do not delete or weaken a test merely because it fails after a production
+change. First determine whether the failure exposes an accidental regression,
+an intentional contract change, or an implementation-coupled assertion.
+
+## Reviewing A Proposed Test
+
+When a proposed test's value or durability is not self-evident, ask:
+
+1. What realistic defect would it catch, and how consequential is that defect?
+2. Is the behavior already protected elsewhere?
+3. Which layer should own the test?
+4. Does it assert a durable contract or incidental implementation detail?
+5. What should cause it to fail, and what legitimate changes should not?
+6. Could a smaller or more direct test protect the same risk?
+7. What ongoing maintenance, execution, and diagnostic cost will it impose?
+
+Written answers are not required for every routine test. Do not add a test when
+its expected lifetime cost exceeds its expected protective value.
+
+## Definition Of Sufficient
+
+A suite is sufficient when:
+
+- important contracts and invariants are protected;
+- meaningful boundaries and failure modes are exercised;
+- consequential regressions are credibly protected against silent recurrence;
+- data integrity, destructive operations, compatibility, security,
+  concurrency, idempotency, and recovery receive risk-appropriate protection;
+- external boundaries have realistic local integration coverage;
+- representative complete workflows are tested;
+- failures provide useful signal rather than redundant noise; and
+- legitimate internal changes usually do not require test edits.
+
+Sufficiency is a risk judgment, not a coverage percentage or test count.
+Reassess it as Weatherreporter, its users, and the consequences of failure
+evolve.
+
+The governing rule is:
+
+> Test heavily where failure is consequential, subtle, or difficult to detect
+> after the fact. Test lightly where failure is obvious, reversible, and
+> inexpensive.

docs/release.md

@@ -0,0 +1,269 @@
+# Release Procedure
+
+## Release Model
+
+Weatherreporter publishes executable binaries through tagged commits on
+`main`. Releases use stable semantic-version tags in the form
+`vMAJOR.MINOR.PATCH`. The current pipeline does not publish prereleases.
+
+Every release has one nonempty, version-matched note at
+`docs/releases/<tag>.md`. After the tag is pushed, the Woodpecker release
+pipeline validates the tagged source, builds six binaries, creates SHA-256
+checksums, and creates the corresponding Gitea release. The pipeline uses the
+checked-in release note as the Gitea release body and does not overwrite an
+existing release.
+
+Before `v1.0.0`, a minor release may deliberately change user-facing
+interfaces when its release note explains the compatibility impact and
+required operator action. Patch releases must not intentionally break the
+documented CLI, configuration, durable artifact, or integration contracts in
+their minor line.
+
+Published tags and their generated releases are immutable. Never move, reuse,
+or delete a published tag, and never manually overwrite the release produced
+from it.
+
+## Select The Version And Write The Release Note
+
+Choose an unpublished version and export it as `RELEASE_VERSION`. Run the
+commands in this procedure from the Weatherreporter repository root in one
+POSIX shell:
+
+```sh
+export RELEASE_VERSION=vMAJOR.MINOR.PATCH
+```
+
+Create `docs/releases/$RELEASE_VERSION.md` with this structure:
+
+```markdown
+# Weatherreporter vMAJOR.MINOR.PATCH
+
+This release ...
+
+## Summary
+
+Summarize the release's purpose and most important outcomes.
+
+## Compatibility
+
+State compatibility with the preceding release and identify any changed CLI,
+configuration, durable artifact, integration, or operating contract.
+
+## Upgrade
+
+State the operator actions required to upgrade, or state that no special
+action is required.
+
+## Changes
+
+Describe the material user-visible, operational, and maintainer-visible
+changes. Link to canonical documentation for exact current contracts.
+```
+
+The note is a concise changelog and adoption aid, not a replacement for current
+documentation. Update every affected canonical document in the same candidate
+commit. Do not include credentials, private infrastructure details, or claims
+that are not true of the candidate.
+
+Require the version, path, heading, and minimum sections before continuing:
+
+```sh
+set -eu
+
+: "${RELEASE_VERSION:?export an unpublished vMAJOR.MINOR.PATCH version}"
+if ! printf '%s\n' "$RELEASE_VERSION" |
+    grep -Eq '^v(0|[1-9][0-9]*)\.(0|[1-9][0-9]*)\.(0|[1-9][0-9]*)$'
+then
+    printf '%s\n' "invalid release version: $RELEASE_VERSION" >&2
+    exit 1
+fi
+
+RELEASE_NOTE="docs/releases/$RELEASE_VERSION.md"
+export RELEASE_NOTE
+
+test -s "$RELEASE_NOTE"
+grep -Fx "# Weatherreporter $RELEASE_VERSION" "$RELEASE_NOTE"
+grep -Fx '## Summary' "$RELEASE_NOTE"
+grep -Fx '## Compatibility' "$RELEASE_NOTE"
+grep -Fx '## Upgrade' "$RELEASE_NOTE"
+grep -Fx '## Changes' "$RELEASE_NOTE"
+```
+
+## Validate The Candidate
+
+Run the same substantive checks enforced by the tag pipeline before committing
+the release note:
+
+```sh
+test -z "$(git ls-files go.work go.work.sum)"
+test ! -e vendor
+if grep -Eq '^[[:space:]]*replace([[:space:]]|\()' go.mod
+then
+    printf '%s\n' 'go.mod contains a replacement' >&2
+    exit 1
+fi
+
+GOWORK=off go test -count=1 ./...
+GOWORK=off go test -race -count=1 ./...
+GOWORK=off go vet ./...
+GOWORK=off go build ./...
+GOWORK=off go mod tidy -diff
+
+unformatted=$(
+    git ls-files '*.go' |
+        while IFS= read -r go_file
+        do
+            gofmt -l "$go_file"
+        done
+)
+test -z "$unformatted"
+git diff --check
+git diff --cached --check
+```
+
+Follow every added or changed Markdown link and confirm that its local target
+exists. Review the candidate for generated binaries, test output, credentials,
+temporary files, replacements, vendored dependencies, and other files that do
+not belong in source control.
+
+## Publish The Candidate Commit
+
+Commit the release note and any final current-state documentation updates, then
+push `main` through the ordinary repository workflow:
+
+```sh
+git add "$RELEASE_NOTE"
+git commit -m "Document Weatherreporter $RELEASE_VERSION"
+git push origin main
+```
+
+Do not tag an uncommitted or unpushed candidate. Record and export the exact
+candidate commit after the push:
+
+```sh
+RELEASE_COMMIT=$(git rev-parse --verify 'HEAD^{commit}')
+export RELEASE_COMMIT
+```
+
+## Guard And Tag The Candidate
+
+Run this guard immediately before creating the tag. It requires a clean
+checkout on synchronized `main`, valid module hygiene, the version-matched
+release note, and an unpublished local and remote tag:
+
+```sh
+check_release_candidate() {
+    test "$(git branch --show-current)" = main
+    test -z "$(git status --porcelain)"
+
+    gowork_value=$(go env GOWORK)
+    case "$gowork_value" in
+        ''|off) ;;
+        *)
+            printf '%s\n' "active Go workspace: $gowork_value" >&2
+            return 1
+            ;;
+    esac
+
+    test -z "$(git ls-files go.work go.work.sum)"
+    test ! -e vendor
+    if grep -Eq '^[[:space:]]*replace([[:space:]]|\()' go.mod
+    then
+        printf '%s\n' 'go.mod contains a replacement' >&2
+        return 1
+    fi
+
+    test -s "$RELEASE_NOTE"
+    grep -Fx "# Weatherreporter $RELEASE_VERSION" "$RELEASE_NOTE"
+
+    git fetch origin main --tags
+    test "$RELEASE_COMMIT" = \
+        "$(git rev-parse --verify 'refs/remotes/origin/main^{commit}')"
+
+    if git show-ref --verify --quiet "refs/tags/$RELEASE_VERSION"
+    then
+        printf '%s\n' "local tag already exists: $RELEASE_VERSION" >&2
+        return 1
+    fi
+    if test -n "$(
+        git ls-remote --tags origin \
+            "refs/tags/$RELEASE_VERSION" \
+            "refs/tags/$RELEASE_VERSION^{}"
+    )"
+    then
+        printf '%s\n' "remote tag already exists: $RELEASE_VERSION" >&2
+        return 1
+    fi
+}
+
+check_release_candidate
+```
+
+Create a lightweight tag, matching Weatherreporter's existing release tags,
+and bind it explicitly to the guarded commit:
+
+```sh
+git tag "$RELEASE_VERSION" "$RELEASE_COMMIT"
+test "$(git cat-file -t "refs/tags/$RELEASE_VERSION")" = commit
+test "$(git rev-parse --verify "refs/tags/$RELEASE_VERSION^{commit}")" = \
+    "$RELEASE_COMMIT"
+git show --no-patch --decorate "refs/tags/$RELEASE_VERSION"
+```
+
+If inspection finds an error, delete the unpublished local tag, correct the
+candidate, and repeat the procedure. Once the tag is pushed, it is immutable.
+
+## Publish And Verify The Release
+
+Push only the selected tag ref. Do not use `git push --tags`:
+
+```sh
+git push origin \
+    "refs/tags/$RELEASE_VERSION:refs/tags/$RELEASE_VERSION"
+```
+
+The tag event starts the release pipeline. Its validation step rejects a
+non-stable semantic tag, a missing release note, module or repository hygiene
+violations, and any failing test, race test, vet, build, module-tidiness,
+formatting, or whitespace check. Its build step also verifies that the host
+binary reports `weatherreporter $RELEASE_VERSION`.
+
+Wait for the pipeline to succeed, then confirm that the Gitea release:
+
+- targets `RELEASE_COMMIT` through `RELEASE_VERSION`;
+- is titled `Weatherreporter $RELEASE_VERSION`;
+- uses `RELEASE_NOTE` from the tagged commit as its body;
+- contains `SHA256SUMS`; and
+- contains Linux, macOS, and Windows binaries for both `amd64` and `arm64`,
+  named `weatherreporter-$RELEASE_VERSION-<os>-<arch>` with `.exe` on Windows.
+
+Compare the remote tag with the guarded commit:
+
+```sh
+remote_commit=$(
+    git ls-remote --tags origin "refs/tags/$RELEASE_VERSION" |
+        awk 'NR == 1 { print $1 }'
+)
+test "$remote_commit" = "$RELEASE_COMMIT"
+```
+
+Download `SHA256SUMS` and every release binary into a new temporary directory,
+run `sha256sum --check SHA256SUMS`, and execute the binary for the maintainer's
+host platform with `--version`. It must print exactly:
+
+```text
+weatherreporter vMAJOR.MINOR.PATCH
+```
+
+## Failed Publication And Corrections
+
+If the tag pipeline fails after publication, preserve the tag and diagnose the
+failure from the pipeline logs. Fix the cause on `main`, select a new patch
+version, prepare a new release note, and repeat the complete procedure. Do not
+move or recreate the failed published tag.
+
+Do not manually edit an automatically generated Gitea release or republish its
+assets. A wording-only correction may be committed to the historical document
+on `main`, with an explicit correction note, but it does not alter the file at
+the tag or the generated release. Publish a new patch release when the error is
+material to installation, compatibility, security, or operation.

docs/releases/v0.10.0.md

@@ -0,0 +1,140 @@
+# Weatherreporter v0.10.0
+
+Weatherreporter `v0.10.0` makes report execution stateless, adds stable
+weather-specific Promptkit profiles, and turns every successful generation
+into one atomic operator-owned Markdown output.
+
+## Summary
+
+- Ordinary generation no longer creates or depends on a managed workspace,
+  historical run artifacts, metadata, receipts, or prior snapshots.
+- `generate` and `run` now publish directly to operator-selected paths, with
+  useful current-directory defaults when output flags are omitted.
+- Local Recent Changes comparison and the historical `inspect` command family
+  have been removed.
+- Promptkit `v0.5.0` and three embedded logical profiles provide a stable model
+  ladder with complete file- or directory-based overrides.
+- Prompt input and generated-text contracts have been tightened, and output,
+  cancellation, batch preflight, notification, and partial-failure behavior
+  have focused offline coverage.
+
+## Compatibility
+
+This pre-`v1` minor release intentionally breaks CLI, configuration,
+prompt-input, action-summary, and workspace contracts from `v0.9.0`.
+
+- The `workspace:` and `recent_change:` configuration sections are no longer
+  supported. Strict configuration loading rejects them.
+- The `inspect reports`, `inspect metadata`, `inspect modules`,
+  `inspect data-package`, `inspect prior`, and `inspect sources` commands have
+  been removed. Weatherreporter no longer reads V1 or V2 run metadata or other
+  historical workspace artifacts.
+- Every successful `generate` writes exactly one Markdown file. Without
+  `--out`, Daily writes `daily-YYYY-MM-DD.md` and Today, Tomorrow, and Hourly
+  write `today.md`, `tomorrow.md`, and `hourly.md` in the invocation's current
+  directory. `--out` selects that file rather than creating an extra copy of a
+  separately managed report.
+- `run` writes selected outputs beneath the current directory unless
+  `--out-dir` selects another directory. Successful items remain available
+  when another batch item fails.
+- Action summaries no longer expose managed report, metadata, snapshot, data
+  package, prompt preparation, prompt execution, generated-text, render-context,
+  or notification-receipt paths. They retain the final `outputPath`, optional
+  `llmDebugPath`, safe effective profile/backend/model details, validation,
+  warnings, notification status, and safe errors.
+- Batch report items no longer contain per-report notification fields. Batch
+  notification is represented once at the top level. The `total`, `succeeded`,
+  and `failed` counters describe reports only, so notification failure can
+  produce a failed action while `failed` remains `0`.
+- The prompt data package advances from `weatherreporter.data_package.v3` to
+  `weatherreporter.data_package.v4` and removes `recent_changes`. All four
+  embedded prompts advance from `1.1.0` to `2.0.0`.
+- Generated-text schemas now require string-valued `precipitation_timing`; the
+  model returns an empty string when there is no timing text. The unused
+  `confidence` field has been removed and is rejected as an unknown field.
+
+Existing operator-owned Markdown files remain valid. Existing workspace trees
+are ignored rather than migrated or deleted. Distributor continues to receive
+the completed Markdown report, but its source is now the selected operator
+output rather than a managed report copy.
+
+## Upgrade
+
+Before replacing `v0.9.0`:
+
+1. Remove `workspace:` and `recent_change:` from configuration files.
+2. Give scheduled commands a predictable working directory or explicit
+   `--out` or `--out-dir` destination. Confirm that these selected files may be
+   atomically replaced on later successful runs.
+3. Remove historical `inspect` invocations and update action-summary consumers
+   to use `outputPath` and the remaining active-workflow fields.
+4. Decide whether old workspace contents have any external retention value.
+   Weatherreporter no longer reads them; after review, they may be removed
+   manually using the narrowly scoped procedure in the operations guide.
+5. Review Promptkit profile selection and credentials. Hourly defaults to
+   `weather-light`; Daily, Today, and Tomorrow default to `weather-balanced`.
+   A configured `promptkit.profile` still overrides every report in one action.
+
+The embedded logical profiles are:
+
+| Profile | OpenRouter model | Default use |
+| --- | --- | --- |
+| `weather-light` | `deepseek/deepseek-v4-flash` | Hourly |
+| `weather-balanced` | `~google/gemini-flash-latest` | Daily, Today, Tomorrow |
+| `weather-deep` | `~anthropic/claude-sonnet-latest` | Explicit selection |
+
+Override a complete same-ID definition through `promptkit.profile_file` or
+`promptkit.profile_dir` to use different models or a local OpenAI-compatible
+endpoint. Definitions are replaced rather than field-merged, and a malformed
+matching override fails instead of silently falling back.
+
+See the [CLI reference](../cli.md), [configuration
+reference](../config.md), [operations guide](../operations.md), and [Promptkit
+integration](../integrations/promptkit.md) for the exact current contracts.
+
+## Changes
+
+### Stateless Execution And Operator-Owned Outputs
+
+- Removed local forecast-change comparison, prior-snapshot selection, durable
+  module and prompt artifacts, managed reports, metadata compatibility, run
+  discovery, notification receipts, and the complete `internal/state`
+  subsystem.
+- Added an Accepted architecture decision recording the stateless
+  transformation pipeline and operator-owned output boundary.
+- Kept weather, facts, modules, prompt input, generated text, and render context
+  in memory during ordinary execution.
+- Made output publication atomic and ensured cancellation or deadline expiry
+  observed before publication leaves an existing destination unchanged.
+- Added complete batch-destination preflight before the first report prompt,
+  so a structural collision cannot leave an unreported partial batch.
+- Preserved successful outputs after report or Distributor failure. Batch
+  notification runs only after every selected report succeeds.
+
+### Promptkit Profiles And Prompt Contracts
+
+- Upgraded Promptkit from `v0.4.0` to `v0.5.0`.
+- Added embedded `weather-light`, `weather-balanced`, and `weather-deep`
+  profiles and mapped each exact prompt to its logical default.
+- Added embedded-profile fallback after configured `profile_file` or
+  `profile_dir` lookup, allowing operators to replace a logical profile without
+  changing report definitions.
+- Added a maintained local-endpoint example for replacing `weather-light`.
+- Advanced the four prompt definitions to `2.0.0` and the curated data package
+  to v4 after removing Recent Changes.
+- Required `precipitation_timing`, normalized whitespace-only timing to an
+  empty string, and removed the unused confidence value.
+
+### CLI, Reliability, Documentation, And Testing
+
+- Simplified action summaries to active workflow identity, output, model,
+  validation, warning, debug, notification, and safe error information.
+- Made batch counters report-only while retaining failed action status and
+  non-zero exit behavior for batch notification failure.
+- Kept prompt and profile inspection ahead of weather collection and validated
+  every batch candidate before collecting once.
+- Replaced state-oriented workflow fixtures with focused generation, batch,
+  output, cancellation, profile-resolution, Distributor, and CLI coverage.
+- Reconciled user, operator, integration, internal, policy, and ADR
+  documentation around the implemented stateless architecture and removed
+  completed temporary roadmaps.

docs/releases/v0.10.1.md

@@ -0,0 +1,33 @@
+# Weatherreporter v0.10.1
+
+This release repairs release validation after the `v0.10.0` pipeline failed in
+its privileged build container. Application behavior is unchanged from
+`v0.10.0`.
+
+## Summary
+
+The unreadable-secret configuration test now verifies that its process is
+actually subject to file permission bits before asserting that a mode-`000`
+file cannot be read. This keeps the test meaningful for ordinary users while
+allowing the release suite to run correctly in privileged containers.
+
+## Compatibility
+
+This patch release makes no changes to Weatherreporter's CLI, configuration,
+report output, integrations, prompts, profiles, or operating behavior. It is
+fully compatible with `v0.10.0`.
+
+## Upgrade
+
+No special operator action is required. Use `v0.10.1` in place of `v0.10.0`;
+the `v0.10.0` tag remains immutable, but its failed pipeline did not publish
+release binaries.
+
+## Changes
+
+- Made the unreadable-secret test capability-aware when the test process can
+  bypass filesystem permission bits.
+- Preserved the production contract that genuinely unreadable secret files
+  fail configuration loading.
+- Restored portable release validation in Woodpecker's privileged Go
+  container.

docs/releases/v0.11.0.md

@@ -0,0 +1,37 @@
+# Weatherreporter v0.11.0
+
+This release adds a configurable default publication directory for generated
+weather reports.
+
+## Summary
+
+Operators can now set `output.directory` once for both individual reports and
+scheduled batches. Explicit `--out` and `--out-dir` destinations continue to
+take precedence, while installations that omit the setting retain the existing
+current-directory behavior.
+
+## Compatibility
+
+This release is additive and compatible with `v0.10.1`. Existing configuration
+files, commands, report filenames, Promptkit behavior, and Distributor
+notification behavior remain valid and unchanged.
+
+## Upgrade
+
+No special action is required. To use the new default destination, configure
+`output.directory` as described in the [configuration
+reference](../config.md). Existing deployments may continue using the current
+working directory or explicit CLI output flags.
+
+## Changes
+
+- Added strict configuration loading and validation for the optional
+  `output.directory` field.
+- Applied the configured directory consistently to `generate` and `run`, with
+  explicit CLI destinations retaining highest precedence.
+- Preserved relative-path handling, absolute result paths, atomic publication,
+  cancellation safety, and Distributor notification ordering.
+- Strengthened output preflight so existing non-directory paths, uninspectable
+  paths, and dangling symlink components fail before expensive report work.
+- Updated the [CLI reference](../cli.md) and [operations
+  guide](../operations.md) for the new destination-selection behavior.

docs/releases/v0.9.0.md

@@ -0,0 +1,134 @@
+# Weatherreporter v0.9.0
+
+Weatherreporter `v0.9.0` replaces its external Scriptorium execution path with
+an in-process Promptkit integration and makes prompt preparation, execution,
+validation, and failure artifacts first-class parts of each report run.
+
+## Summary
+
+- Promptkit `v0.4.0` now executes all generated text for Daily, Today,
+  Tomorrow, and Hourly reports.
+- The four exact-version prompts and their JSON Schemas are embedded in the
+  Weatherreporter binary.
+- Prompt preparation and execution have separate durable, redacted provenance
+  records, while sensitive prompt debugging is explicit and stored outside the
+  managed workspace.
+- Weather API collection now performs a warmup request and retries transient
+  transport, read, and selected HTTP failures.
+- Release binaries now report their embedded version and are published with
+  checksums through a guarded Woodpecker pipeline.
+
+## Compatibility
+
+This pre-`v1` minor release contains intentional configuration, CLI, and
+artifact changes that require review when upgrading from `v0.8.0`.
+
+- The `scriptorium:` configuration section is no longer supported. A file that
+  contains it fails with a migration error instead of silently ignoring it.
+  Use `promptkit:` configuration instead.
+- The previously exposed but unfinished three-day, weekend, and storm report
+  surfaces have been removed. Supported report IDs and `generate` commands are
+  `daily`, `today`, `tomorrow`, and `hourly`. The retired `storm_id`
+  Distributor template variable is also no longer accepted.
+- Generate and batch result items now expose `preparationPath` and
+  `executionPath` instead of the Scriptorium-oriented `preflightPath` and
+  `generatedTextResultPath`. An opt-in prompt capture may also add
+  `llmDebugPath`.
+- New runs write `weatherreporter.metadata.v2`, which records Promptkit
+  preparation and execution paths. Inspection and prior-run lookup continue to
+  read existing `weatherreporter.metadata.v1` records.
+- The built-in `weather_api.precision` default changed from `1` to `0`.
+  Configurations that explicitly set a value retain that value.
+- Report prose may differ because the embedded prompt corpus, structured
+  output path, alert presentation, and SPC background context have changed.
+
+The documented Go version remains 1.26. Distributor integration remains at
+`v0.5.0`. Existing managed workspaces do not require conversion.
+
+## Upgrade
+
+Replace the old Scriptorium block in the Weatherreporter configuration. The
+smallest equivalent Promptkit block is:
+
+```yaml
+promptkit:
+  timeout: 2m
+```
+
+The embedded prompts default to the Promptkit `gemini-flash-latest` profile.
+Ensure that the selected profile's credential environment variable is present,
+or configure `promptkit.profile`, an external `profile_file` or `profile_dir`,
+or the optional `promptkit.local` backend. Direct per-request API keys are not
+supported by Weatherreporter.
+
+Before upgrading automation or downstream processing:
+
+1. remove any `three-day`, `weekend`, or `storm` command, report override, and
+   `storm_id` template usage;
+2. update consumers of action-summary JSON to use the new preparation and
+   execution path fields;
+3. decide whether to retain the new precision default or explicitly configure
+   the previous value; and
+4. preserve the existing workspace if historical V1 runs must remain
+   inspectable.
+
+Scriptorium, its executable configuration, and its external prompt corpus are
+no longer needed by Weatherreporter. See the
+[configuration reference](../config.md), [CLI reference](../cli.md), and
+[Promptkit integration](../integrations/promptkit.md) for the current
+contracts.
+
+## Changes
+
+### Prompt Execution And Artifacts
+
+- Added a project-owned Promptkit adapter with exact prompt and profile
+  inspection, prepare-once execution, error classification, and bounded
+  execution timeouts.
+- Embedded version `1.0.0` of the Daily, Today, Tomorrow, and Hourly prompts and
+  their private generated-text schemas.
+- Added durable preparation and execution receipts with prompt, profile,
+  backend, model, hashes, timings, validation status, classified failures, and
+  paths to every artifact reached during the run. Credentials, endpoints,
+  rendered messages, request parameters, and generated content are excluded
+  from these managed records.
+- Added `--llm-debug-dir` for explicitly requested content-rich diagnostics.
+  Debug output must use an absolute path outside the managed workspace and is
+  written with restrictive filesystem permissions.
+- Preflight now validates each exact prompt and selected profile before weather
+  collection. Batch execution validates every candidate first, collects once,
+  and retains independent report progress and failure artifacts.
+
+See the [operations guide](../operations.md) for artifact layout, inspection,
+debug handling, and recovery.
+
+### Weather Collection And Report Content
+
+- Added a `/conditions/current` warmup before source collection and automatic
+  retry for transient transport and response-read failures and HTTP `408`,
+  `429`, `500`, `502`, `503`, and `504` responses.
+- Changed the default upstream precision query value to `0`.
+- Added embedded background definitions for recognized SPC categorical,
+  tornado, wind, and hail outlook products.
+- Made the Alert Digest more concise: alert descriptions are omitted, and an
+  SPC-only digest is rendered only for Enhanced, Moderate, or High categorical
+  risk.
+- Removed duplicated alert detail from the prompt-facing metadata module; the
+  alert digest remains its single prompt-facing owner.
+
+See the [Weather API integration](../integrations/weatherapi.md) for the request,
+retry, and response contract.
+
+### CLI, Documentation, Testing, And Releases
+
+- Added `weatherreporter --version`; tagged binaries report `v0.9.0`, while
+  ordinary local builds report `development`.
+- Reworked CLI summaries and inspection coverage around the Promptkit artifact
+  lifecycle and retained partial-result behavior.
+- Reorganized contributor, policy, user, operator, integration, template, and
+  internal documentation around explicit canonical owners.
+- Added focused single-report, batch, CLI, Promptkit adapter, durable-state,
+  and artifact-path coverage while simplifying orchestration internals.
+- Added guarded tag validation and reproducible release builds for Linux,
+  macOS, and Windows on `amd64` and `arm64`, with SHA-256 checksums and
+  changelog-backed Gitea releases.

docs/roadmap/future.md

@@ -1,22 +1,58 @@
 # Future Roadmap
 
-This roadmap contains project work that is not implemented. Current behavior is
-documented outside `docs/roadmap/`.
+This roadmap contains future work only. Each section identifies its planning
+status; current behavior is documented outside `docs/roadmap/`.
 
-## Deferred: Automatic Storm Monitoring
+## Upstream Forecast Change Product
 
-Manual Storm Report generation is implemented through
-`weatherreporter generate storm --start TIME --end TIME`. Automatic storm-event
-evaluation remains deferred.
+Status: Proposed upstream feature request; unimplemented.
 
-Proposed direction:
+Weatherreporter's local Recent Changes feature was removed by the accepted
+[stateless execution decision](../adr/0001-stateless-execution.md). Forecast
+version history and comparison are better owned by the Weather API, where the
+underlying forecast issuances can be retained and compared consistently for
+all consumers.
 
-1. detect candidate events deterministically from alerts, forecast discussion,
-   weather story context, hourly thresholds, and material forecast changes;
-2. evaluate candidates through Scriptorium or another narrow evaluator adapter;
-3. persist storm lifecycle state;
-4. generate or update Storm Reports only when a meaningful event is present;
-5. suppress ordinary low-impact thunder or rain chances.
+A future Weather API feature should expose a structured change product with:
+
+- explicit current and baseline forecast issuance timestamps or identifiers;
+- documented baseline selection, such as a requested comparison timestamp,
+  preceding issuance, or fixed rolling period;
+- location, timezone, and half-open valid-period identity;
+- typed changed values with previous and current values and units;
+- stable change categories for temperature, precipitation probability and
+  timing, wind gusts, alerts, and aggregate hazards;
+- an API-owned significance classification or enough structured information
+  for a stateless consumer to apply a documented presentation threshold; and
+- deterministic ordering, missing-baseline behavior, and source metadata.
+
+The API should compare forecast versions, not track a Weatherreporter client's
+"previous run." It should not require consumer identity, mutable cursors, or
+Weatherreporter-managed history. A missing baseline should be a normal empty
+result rather than an error.
+
+Once a stable upstream contract exists, a separate Weatherreporter roadmap may
+reintroduce change commentary by collecting that product and mapping it into a
+curated prompt-facing module. There must be no local snapshot fallback. The
+ordinary Weatherreporter process must remain stateless, and the upstream
+feature should have deterministic fixtures before adoption.
+
+## Automatic Storm Monitoring
+
+Status: Proposed and unimplemented.
+
+Storm reporting, whether manual or automatic, is unimplemented.
+
+Possible direction:
+
+1. Detect candidate storm events from alerts, forecast discussion, weather
+   story context, hourly thresholds, and material forecast changes.
+2. Evaluate candidates through Promptkit or another narrow evaluator adapter.
+3. Keep any required storm lifecycle state in the upstream service or another
+   explicitly designed external owner rather than silently reintroducing a
+   Weatherreporter workspace.
+4. Generate or update a storm report only when a meaningful event is present.
+5. Suppress ordinary low-impact thunder or rain chances.
 
 Possible lifecycle states:
 
@@ -27,59 +63,115 @@ Possible lifecycle states:
 - `deescalating`
 - `resolved`
 
-Acceptance criteria before implementation:
+Before implementation, the design must preserve scheduled report behavior,
+inspectable evaluator failures, and fixture coverage for deterministic
+candidate detection.
 
-- scheduled reports and manual Storm Reports remain stable;
-- candidate detection has fixture coverage;
-- evaluator failures are inspectable and do not create noisy report output;
-- manual Storm Report generation remains available.
+## Future Report Types
 
-## Deferred: Alternate Runtime Integrations
+Status: Proposed and unimplemented.
 
-These ideas are not current behavior:
+Possible future report types:
 
-- native LLM client inside `weatherreporter`;
-- database-backed state;
-- public HTTP API;
-- multi-location selection;
-- daemon mode;
-- multi-user authorization;
-- plugin system.
+- a short-fuse planning report distinct from the implemented Hourly Report, if
+  a separate product is needed
+- event-specific reports with stable event IDs
+- storm review or yesterday-style reports using historical observations
+- archive-focused report variants if generated report history becomes a
+  first-class product
+
+New reports should preserve the boundaries documented in the [report registry
+internals](../internal/report-registry.md).
+
+## Future Modules
+
+Status: Proposed and unimplemented.
+
+Possible future modules:
+
+- `hourly_table` for compact valid-period hourly facts
+- `forecast_delta` after an upstream forecast-change product exists
+- `weekend_planning` if weekend-specific planning guidance needs a dedicated
+  deterministic stanza
+- `storm_window_summary` if manual or automatic storm reports need a dedicated
+  prompt-facing storm-window module
+- separate AFD section aliases, such as `afd_key_messages`,
+  `afd_short_term_text`, and `afd_long_term_text`, if separate stanzas prove
+  more useful than `area_forecast_discussion.options.sections`
+- SPC, radar, QPF, snow/rain total, or historical-observation modules once
+  upstream sources and report requirements exist
+
+QPF fields such as `measurable_qpf_total_in` and `max_hourly_qpf_in` should
+remain omitted until a real upstream quantitative precipitation source is
+represented in `CollectedFacts`.
+
+Future module work should preserve the boundaries documented in [fact
+contracts](../internal/facts.md), [module internals](../internal/module.md), and
+[briefing internals](../internal/briefing.md):
+
+- keep upstream collection in app orchestration
+- keep upstream collection out of modules
+- keep broad reusable calculations in `DerivedFacts`
+- keep prompt-facing field shape inside module builders
+- use typed options for configurable module behavior
+- keep module output structured and deterministic
+
+## Distributor Notification Enhancements
+
+Status: Proposed and unimplemented.
+
+Single-report and batch Distributor notification are implemented. Current
+behavior is documented in the [Distributor adapter guide](../internal/distributor-adapter.md),
+[Distributor integration guides](../integrations/distributor/), and
+[operations guide](../operations.md). The following enhancements remain
+unimplemented:
+
+- `failure_policy: warn`
+- durable upload retry queues
+- distributor-specific CLI flags
+- destination routing, Markdown-to-HTML transformation, public URLs, or nginx
+  layout inside weatherreporter
+
+Any distributor enhancement should preserve the adapter boundary:
+weatherreporter selects explicit generated files and submits source bundles,
+while distributor owns destination routing and publication behavior.
+
+## Alternate Runtime Integrations
+
+Status: Proposed and unimplemented.
+
+These ideas remain unimplemented:
+
+- native LLM client inside `weatherreporter`
+- database-backed state
+- public HTTP API
+- multi-location selection
+- daemon mode
+- multi-user authorization
+- plugin system
+- dynamic module loading
+- user-defined module code
+- YAML-defined module schemas
+- module-owned Weather API fetching
 
 Each item needs its own design note before implementation. Non-roadmap docs
 must not describe these as available behavior.
 
-## Deferred: Cleanup Refactors
+## Deferred Refactors
 
-The initial cleanup pass intentionally left these refactors out because the
-current implementation does not yet make them worth the added abstraction.
+Status: Deferred.
 
-Revisit these only when new source types, report types, operational
-requirements, or recurring maintenance costs make the duplication materially
-more expensive:
+These refactors should remain deferred until new requirements or recurring
+maintenance costs make the added abstraction worthwhile:
 
-- Weather API optional-source specification/helper refactor: consider when
-  additional Weather API sources make per-source fan-out, policy handling, and
-  provenance wiring repetitive enough to obscure adapter behavior.
-- Broad briefing weather-signal consolidation: consider when multiple briefing
-  builders repeatedly derive the same weather signals and tests begin to need
-  coordinated fixture updates.
-- Generic workflow engine: defer unless generation, inspection, recovery, or
-  future background workflows gain enough shared step semantics to justify a
-  declared execution model.
-- Plugin architecture: defer until there is a concrete external extension
-  contract and at least one implemented extension point.
-- Cobra migration: defer while the standard-library CLI remains small,
-  explicit, and covered by parser tests.
-- Manifest, resume, or progress system: defer until operators need resumable
-  runs, checkpoint recovery, or richer audit trails than the current durable
-  artifacts and metadata provide.
-- Global test helper package: defer while package-local helpers keep tests
-  clear; revisit only if setup duplication starts to hide behavior.
-- Logging subsystem: defer until there are recurring operator diagnostics that
-  cannot be handled with current errors, metadata, inspection commands, and
-  artifact output.
+- broad briefing weather-signal consolidation
+- generic workflow engine
+- Cobra migration
+- manifest, resume, or progress system
+- global test helper package
+- logging subsystem
 
-Any future implementation should preserve the existing public CLI, artifact
-paths, report identities, and adapter boundaries unless a separate roadmap
-explicitly changes them.
+Any future implementation should preserve the public CLI, report-output
+contract, report identities, module boundaries, and adapter boundaries in
+effect when that work begins unless a separate roadmap explicitly changes
+them.

docs/roadmap/implementation.md

@@ -0,0 +1,398 @@
+# LLM Profile Comparison Implementation Plan
+
+Status: Complete.
+
+## Purpose And Authority
+
+This document is the ordered implementation plan for the accepted [LLM
+Profile Comparison Roadmap](profile-comparison.md). The roadmap owns the
+feature purpose, policy, scope, and desired end state. This plan records the
+completed implementation and records the corrective work completed during
+post-implementation review.
+
+All implementation work in this plan is complete. The recorded work leaves the
+repository compiling, tested, documented to its implemented boundary, and
+internally coherent.
+
+## Implementation Rules
+
+The following rules governed every implementation stage:
+
+- Read `docs/development.md`, the task-specific documents it identifies, all
+  files under `docs/policy/`, and the feature roadmap before changing code.
+- Preserve the existing `generate`, `run`, and `compare` command contracts
+  except for the explicit comparison corrections defined below.
+- Keep Promptkit types and calls behind `internal/adapters/promptkit` and the
+  dependency-neutral `internal/promptexec` interface.
+- Keep comparison artifacts operator-owned and explicit. They are not durable
+  application state and must never be discovered or consumed implicitly by a
+  later invocation.
+- Preserve comparison's prepare-once, execute-concurrently, order-results-by-
+  selection, publish-on-profile-failure, and never-notify invariants.
+- Do not add a Weatherreporter concurrency limit. Promptkit owns backend
+  capacity.
+- Never expose provider bodies, prompts, schemas, model output, endpoints,
+  credentials, or arbitrary wrapped error text in normal JSON summaries or
+  manifests.
+- Use deterministic, offline, credential-free tests. Test filesystem safety,
+  concurrency, and recovery through the narrowest stable behavioral boundary;
+  do not rely on timing-only sleeps or host permission behavior.
+- Run `gofmt` on changed Go files and `git diff --check` in every stage. Run
+  focused tests while developing and `GOWORK=off go test -count=1 ./...` before
+  completing each stage. Stages involving concurrency or filesystem mutation
+  must also run affected packages with `-race`.
+- Do not commit, tag, push, or prepare a release unless the implementing prompt
+  separately requests it.
+
+## Completed Stages
+
+### Stage 1: Comparison Artifact And Naming Contracts
+
+Added the dependency-neutral comparison model, schema version, manifest
+validation and encoding, safe errors, deterministic profile filenames,
+comparison identities, default directory names, and content hashing.
+
+### Stage 2: Destination Recognition And Transactional Publication
+
+Added read-only destination planning, strict recognition of current comparison
+bundles, private sibling staging, guarded replacement, rollback, and atomic
+directory publication.
+
+### Stage 3: Ordered Multi-Profile Preflight
+
+Added exact prompt inspection followed by sequential profile inspection before
+weather collection, including effective backend, model, and credential checks.
+
+### Stage 4: Immutable Shared Report Preparation
+
+Extracted one immutable prepared-report value so comparison collection,
+derivation, module construction, and data-package serialization happen once.
+
+### Stage 5: Profile Execution And In-Memory Rendering
+
+Separated profile-specific Promptkit execution, generated-text validation, and
+Markdown rendering from output publication while preserving ordinary report
+generation behavior.
+
+### Stage 6: Concurrent Ordered Profile Execution
+
+Added one goroutine per selected profile using one shared executor and one
+prepared input, deterministic debug identities, isolated profile failures,
+joined cancellation, and selection-ordered results.
+
+### Stage 7: Application-Level Comparison
+
+Added `app.CompareDetailed`, coherent complete and partial bundle construction,
+aggregate profile-failure behavior, absolute published paths, and the
+application-level guarantee that comparison never notifies Distributor.
+
+### Stage 8: Compare Command Parsing
+
+Added the `compare` command request path, repeatable ordered `--profile`, exact
+`--out-dir`, guarded `--replace`, applicable common flags, validation, and one
+executor construction per invocation.
+
+### Stage 9: CLI Results And Exit Behavior
+
+Added structured success and failure summaries, quiet-mode suppression,
+ordered per-profile results, safe bounded errors, and nonzero exit behavior for
+partial or command-level failure.
+
+### Stage 10: Canonical Documentation And Initial Validation
+
+Documented the implemented CLI, operations, Promptkit integration, comparison
+bundle, application orchestration, execution, publication, architecture, and
+development contracts, then passed the original repository-wide validation
+gate.
+
+## Stage 11: Make Concurrent Prompt Debug Creation Race-Safe
+
+### Goal
+
+Ensure concurrent comparison profiles can create their distinct debug runs
+under one new report/date directory without spuriously failing or leaving a
+test goroutine blocked.
+
+### Work
+
+1. Update `internal/promptdebug.ensureSecureDirectory` so concurrent creation
+   of the same missing directory is idempotent. If `os.Mkdir` reports that the
+   path already exists, inspect the path with `Lstat` and accept it only when it
+   is the expected real directory. Continue to reject symlinks, non-directories,
+   unsafe modes, and every unrelated filesystem error.
+2. Preserve the existing absolute-path, containment, `0700` directory, `0600`
+   file, and no-symlink guarantees. Do not weaken debug-root validation or make
+   all `EEXIST` errors successful.
+3. Add a focused prompt-debug concurrency regression that starts multiple
+   writers beneath a shared missing ancestor, joins every goroutine, and
+   verifies every expected artifact and permission invariant.
+4. Make comparison execution test barriers time-bounded and failure-aware. A
+   callback failure before executor entry must fail the test promptly rather
+   than leave `waitForProfileStarts` waiting forever.
+5. Retain distinct deterministic debug references and profile-local debug
+   failure behavior.
+
+### Tests And Exit Criteria
+
+- The focused prompt-debug concurrency test passes repeatedly and with the race
+  detector.
+- `TestExecuteComparisonProfilesUsesDistinctDeterministicDebugReferences`
+  cannot hang when a profile fails before reaching the fake executor.
+- Run, at minimum:
+
+  ```sh
+  GOWORK=off go test -count=100 ./internal/promptdebug
+  GOWORK=off go test -count=100 -run TestExecuteComparisonProfilesUsesDistinctDeterministicDebugReferences ./internal/app
+  GOWORK=off go test -race -count=1 ./internal/promptdebug ./internal/app
+  GOWORK=off go test -count=1 ./...
+  ```
+
+## Stage 12: Make Replacement Authorization Commit-Safe
+
+### Goal
+
+Prevent a destination changed after the final read-only preflight from being
+treated as the previously authorized empty directory or recognized bundle and
+then deleted during replacement.
+
+### Work
+
+1. Replace `DestinationPlan.Exists` as the publication decision with an
+   explicit destination-state classification: absent, empty real directory, or
+   recognized current-schema bundle. Keep `Replace` in the plan so publication
+   can apply the same authorization policy at commit time.
+2. Continue to call `PlanDestination` immediately before publication. For an
+   absent target, install staging with one rename; a concurrently created
+   target must cause that rename to fail without modifying the new target.
+3. For an existing target, rename that exact filesystem entry to the unique
+   sibling backup before deleting or installing anything. Classify the moved
+   backup while it is at its stable backup path and authorize it under the
+   original replacement policy:
+
+   - an empty real directory is allowed with or without `Replace`;
+   - a recognized current-schema comparison bundle is allowed only with
+     `Replace`; and
+   - a file, symlink, unrecognized/nonempty directory, unreadable entry, or
+     other classification failure is not allowed.
+
+4. Treat this post-move classification as the destructive-action
+   authorization point. If it fails, restore the moved entry to the target and
+   return an error without installing staging. If the target has concurrently
+   reappeared or restoration otherwise fails, retain the backup and return an
+   actionable joined or typed error that identifies its recovery path; never
+   delete either entry to force restoration.
+5. Install staging only after the moved target has passed authorization. Never
+   remove a backup that did not pass post-move authorization.
+6. Preserve the existing final cancellation linearization rule: cancellation
+   observed before the rename transaction prevents replacement; after the
+   transaction starts, finish commit or rollback rather than abandoning it.
+7. Add a package-private filesystem-operation seam only if needed for
+   deterministic tests. Keep the public destination and publication APIs free
+   of test-only hooks.
+
+### Tests And Exit Criteria
+
+- Deterministically replace an initially accepted destination after final
+  preflight but before its move with each consequential unauthorized type:
+  unrelated nonempty directory, regular file, and symlink. Publication must
+  fail, staging must not become the target, and the moved entry must be restored
+  or retained at a reported recovery path.
+- Cover an initially empty directory whose contents change before its move and
+  a recognized bundle swapped for an unrecognized directory.
+- Retain coverage for absent targets, empty directories, recognized bundle
+  replacement, cancellation before commit, install failure, successful
+  rollback, failed rollback, and cleanup of ordinary staging failures.
+- Run `GOWORK=off go test -race -count=1 ./internal/comparison` and the
+  repository-wide standard test command.
+
+## Stage 13: Represent Committed Publication Cleanup Failures Accurately
+
+### Goal
+
+Keep application and CLI results truthful when the new comparison bundle has
+been committed but removal of the old sibling backup fails.
+
+### Work
+
+1. Change comparison publication to return a dependency-neutral result as well
+   as an error:
+
+   ```go
+   type PublicationResult struct {
+	   Committed          bool
+	   RetainedBackupPath string
+   }
+
+   func Publish(
+	   ctx context.Context,
+	   plan DestinationPlan,
+	   bundle LogicalBundle,
+   ) (PublicationResult, error)
+   ```
+
+2. Define `Committed` as meaning the complete staged bundle is now installed
+   at the target. Pre-commit, staging, authorization, install, and successful-
+   rollback failures return `Committed == false`. A successful install returns
+   `Committed == true` even if later backup cleanup fails.
+3. Add a typed post-commit cleanup error that unwraps its filesystem cause and
+   records the retained backup path for operator recovery. On this error,
+   return `Committed == true` and the absolute retained backup path. Do not
+   roll back or remove the newly committed valid bundle merely because old
+   backup cleanup failed.
+4. In `app.CompareDetailed`, populate `ManifestPath`, `DataPackagePath`, and
+   successful profile `ReportPath` values whenever publication reports
+   `Committed == true`, before returning any cleanup error.
+5. Treat post-commit cleanup failure as a command-level operational failure:
+   return the non-nil structured result plus an error, produce status `failed`,
+   and exit nonzero even though the published artifact paths are present. The
+   ordinary safe JSON error must not contain the raw filesystem cause or backup
+   path; the wrapped diagnostic returned on stderr may identify the retained
+   backup for recovery.
+6. Keep `RetainedBackupPath` out of the versioned comparison manifest. It
+   describes an incomplete local transaction cleanup, not the logical bundle.
+
+### Tests And Exit Criteria
+
+- Inject a deterministic backup-removal failure after successful installation
+  and assert the target is the new recognized bundle, the old bundle remains
+  at the reported backup, `Committed` is true, and the error is inspectable by
+  type.
+- At the application boundary, assert all committed artifact paths are
+  absolute and populated while the method still returns an error.
+- At the CLI boundary, assert status `failed`, nonzero return, present artifact
+  paths, and a bounded generic safe error with no raw filesystem detail.
+- Retain tests showing every pre-commit or rolled-back failure omits published
+  artifact paths.
+- Run comparison, application, and CLI tests with `-race`, then the
+  repository-wide standard test command.
+
+## Stage 14: Complete Structured Failure Metadata And Classification
+
+### Goal
+
+Make every non-nil comparison result a reliable description of the attempted
+run and preserve useful safe error categories in the top-level CLI summary.
+
+### Work
+
+1. In `app.CompareDetailed`, assign the absolute resolved
+   `OutputDirectory` immediately after output-directory resolution and before
+   destination preflight. Do not wait for `PlanDestination` to succeed.
+2. Once the initial `ComparisonResult` exists, guarantee that every return path
+   sets a nonzero UTC `FinishedAt` that is not before `StartedAt`. Use one
+   centralized finalization path or a defer; do not scatter timestamp writes
+   across individual failures.
+3. Continue to omit manifest, data-package, and report paths until publication
+   commits. Preserve whatever prompt identity fields have actually been
+   resolved; never invent a hash or profile result for a phase that did not
+   run.
+4. Update `safeComparisonSummaryError` to use this stable mapping, always
+   passing messages through `comparison.NewSafeError`:
+
+   | Error | Category | Safe message |
+   | --- | --- | --- |
+   | aggregate profile failure | `application` | existing bounded aggregate message |
+   | `context.Canceled` | `canceled` | `comparison canceled` |
+   | `context.DeadlineExceeded` | `deadline_exceeded` | `comparison deadline exceeded` |
+   | categorized `promptexec` error | exact `promptexec.CategoryOf` value | `comparison prompt operation failed` |
+   | `comparison.DestinationError` | `destination_<kind>` | `comparison destination preflight failed` |
+   | post-commit cleanup error | `publication_cleanup` | `comparison published but cleanup did not complete` |
+   | any unknown error | `application` | `comparison did not complete` |
+
+5. Apply the most specific mapping before a more general wrapped match. In
+   particular, detect the post-commit cleanup and destination types before
+   falling back to a nested filesystem or context cause.
+6. Do not copy `DestinationError.Target`, wrapped causes, or arbitrary
+   `error.Error()` text into normal JSON. Detailed returned errors remain
+   available on stderr and through Go error inspection.
+
+### Tests And Exit Criteria
+
+- Add application tests for destination-preflight, debug initialization,
+  prompt-preflight, collection, and preparation failures. Whenever a non-nil
+  result is returned, assert an absolute output directory, nonzero ordered UTC
+  timestamps, and omission of unpublished artifact paths.
+- Add table-driven CLI tests for every mapping row, including wrapped errors,
+  and assert that unsafe sentinel text cannot enter serialized output.
+- Preserve existing ordered profile-level categories and safe messages.
+- Run application and CLI tests with `-race`, then the repository-wide standard
+  test command.
+
+## Stage 15: Remove Temporary Seams, Reconcile Documentation, And Validate
+
+### Goal
+
+Remove review-discovered maintenance debt, document the corrected implemented
+behavior in its canonical owners, and complete the release-equivalent gate.
+
+### Work
+
+1. Remove the unused `Runner.resolveComparison` wrapper. Remove the
+   test-oriented `Runner.executeComparison` seam if it has no production
+   caller, and rewrite its remaining coverage through `Runner.Run`,
+   `resolveComparisonAction`, or another stable behavioral boundary.
+2. Remove `comparisonProfileOutcome.err` if production code still does not use
+   it. Keep raw failures in returned/wrapped errors or explicit internal error
+   types; do not retain an otherwise dead field solely for private test
+   assertions.
+3. Correct the `internal/comparison` package comment so it describes the
+   package's actual ownership of both logical comparison contracts and
+   filesystem destination/publication behavior.
+4. Update only the canonical current-state documents affected by Stages 11
+   through 14:
+
+   - `docs/internal/comparison-publication.md` owns post-move authorization,
+     commit state, rollback, retained backups, and cleanup mechanics;
+   - `docs/internal/comparison-execution.md` owns concurrency and debug-write
+     behavior;
+   - `docs/internal/app-orchestration.md` owns partial results and committed
+     publication error handling;
+   - `docs/cli.md` owns structured status, safe category, path, and exit
+     behavior; and
+   - `docs/operations.md` owns operator recovery for a retained sibling backup.
+
+   Link rather than duplicating complete contracts, and update architecture or
+   integration documentation only if its existing invariant is inaccurate.
+5. Mark this plan `Complete` and restore the feature roadmap's implemented
+   status after every exit criterion below passes. Retain or remove the two
+   roadmap documents only according to a later maintainer-directed roadmap
+   cleanup; do not archive them as a second current-state reference in this
+   stage.
+
+### Tests And Exit Criteria
+
+- Confirm no production-only helper or field remains solely to support tests,
+  and no test loses meaningful behavioral coverage during cleanup.
+- Verify changed relative links and fenced examples. Search current-state docs
+  for stale claims about comparison publication, debug behavior, results, or
+  recovery.
+- Run the release-equivalent local gate:
+
+  ```sh
+  set -eu
+  test -z "$(git ls-files go.work go.work.sum)"
+  test ! -e vendor
+  if grep -Eq '^[[:space:]]*replace([[:space:]]|\()' go.mod; then
+    printf '%s\n' 'go.mod contains a replacement' >&2
+    exit 1
+  fi
+  GOWORK=off go test -count=1 ./...
+  GOWORK=off go test -race -count=1 ./...
+  GOWORK=off go vet ./...
+  GOWORK=off go build ./...
+  GOWORK=off go mod tidy -diff
+  unformatted="$(git ls-files '*.go' | while IFS= read -r file; do gofmt -l "$file"; done)"
+  test -z "$unformatted"
+  git diff --check
+  ```
+
+- Run `GOWORK=off go run ./cmd/weatherreporter --help` and
+  `GOWORK=off go run ./cmd/weatherreporter compare --help` without credentials
+  or network access, and confirm that help agrees with `docs/cli.md`.
+- Inspect the final diff for accidental generated artifacts, secrets,
+  workspaces, vendored dependencies, release notes, or unrelated changes.
+
+## Open Questions
+
+None. The roadmap and the contracts in Stages 11 through 15 define the
+remaining decisions needed to complete the corrective work.

docs/roadmap/profile-comparison.md

@@ -0,0 +1,398 @@
+# LLM Profile Comparison Roadmap
+
+Status: Implemented; retained as the feature roadmap.
+
+## Purpose
+
+Prompt development currently requires separate Weatherreporter invocations to
+compare several LLM profiles. Those invocations may collect different weather
+snapshots or rebuild inputs at different times, making model output harder to
+compare and slowing prompt iteration.
+
+Weatherreporter should provide a first-class `compare` command that resolves
+one report, prepares one exact data package, executes the same prompt and data
+package concurrently through several explicitly selected Promptkit profiles,
+and publishes a self-contained local comparison bundle.
+
+An illustrative invocation is:
+
+```sh
+weatherreporter compare daily \
+  --date 2026-08-24 \
+  --profile weather-light \
+  --profile weather-balanced \
+  --profile weather-deep
+```
+
+This is a prompt-development workflow, not an automated model evaluator. Its
+output gives a maintainer consistent evidence for human comparison without
+assigning scores or selecting a winner.
+
+## Prerequisite
+
+Configurable output directories are implemented. Profile comparison must reuse
+the current [configuration reference](../config.md) and [operations
+guide](../operations.md) rather than introduce a second destination policy.
+
+## User Intent
+
+The command is intended for deliberate evaluation of multiple profiles,
+including sets of eight to twelve candidate models. Concurrency is part of the
+feature, not a future optimization. Promptkit should retain ownership of
+backend-specific capacity, while Weatherreporter owns comparison-wide
+coordination, cancellation, deterministic results, and artifact publication.
+
+Every profile must receive byte-for-byte identical prompt input. Weather data,
+derived facts, modules, prompt metadata, and serialized YAML must not be
+recollected or rebuilt separately for individual profiles.
+
+Comparison bundles are explicitly requested, operator-owned development
+outputs. They are not Weatherreporter state, are never read implicitly by a
+later run, and do not weaken the ordinary stateless execution model.
+
+## Command Contract
+
+The command form is:
+
+```text
+weatherreporter compare REPORT [options]
+```
+
+`REPORT` accepts the implemented generated-text reports: `daily`, `today`,
+`tomorrow`, and `hourly`. Report-date behavior matches `generate`: `daily`
+requires `--date`, `today` may accept an explicit date or use the current local
+date, and the remaining report types retain their existing period policies.
+
+The command accepts the applicable common generation options, including
+`--config`, `--units`, `--tz`, `--date`, `--llm-debug-dir`, and `--quiet`, plus:
+
+- repeatable `--profile PROFILE_ID` selections;
+- `--out-dir PATH` for the exact comparison-bundle directory; and
+- `--replace` to authorize guarded replacement of a recognized existing
+  comparison bundle.
+
+At least two distinct, nonblank profile IDs are required. Their command-line
+order is significant and is preserved in filenames, summaries, and
+`comparison.json`. Duplicate profile IDs are rejected rather than silently
+deduplicated or executed twice.
+
+Profiles are always explicit for this command. `promptkit.profile` does not add
+or replace a comparison selection, but all other effective Promptkit settings,
+profile-source precedence, local backend configuration, credential lookup, and
+profile overrides remain in force.
+
+The initial feature has no Weatherreporter-specific concurrency flag or
+artificial profile-count ceiling. The explicit profile list bounds the
+comparison, and Promptkit owns capacity enforcement for each selected backend.
+
+## Preparation And Execution Invariants
+
+A comparison has this logical lifecycle:
+
+1. Parse and validate the report, date, profile list, configuration, output
+   destination, and replacement authorization.
+2. Resolve the report definition, valid period, prompt identity, and default
+   output name once.
+3. Inspect the exact prompt once and preflight every selected profile,
+   including its effective backend, model, and required credential
+   availability, before weather collection.
+4. Collect weather data exactly once.
+5. Build collected and derived facts, the module snapshot, briefing metadata,
+   and the prompt data package exactly once.
+6. Marshal the data package to one immutable YAML byte sequence exactly once.
+7. Execute the exact prompt version concurrently for every selected profile,
+   passing the same immutable YAML bytes to every execution.
+8. Validate and render each profile result independently from the shared
+   deterministic inputs.
+9. Assemble results in requested-profile order and publish one coherent
+   comparison bundle.
+
+This lifecycle describes the required end-state behavior rather than an
+implementation-stage sequence.
+
+No profile execution may cause recollection, report re-resolution, module
+rebuilding, or data-package remarshalling. Prompt execution may perform
+Promptkit-owned validation or repair behavior, but Weatherreporter does not
+retry a failed comparison execution independently.
+
+## Concurrency And Cancellation
+
+Weatherreporter starts one execution for each preflighted profile and permits
+them to run concurrently through one shared, concurrency-safe Promptkit
+executor. Promptkit's engine-local backend pools remain authoritative for
+backend concurrency and waiting capacity. Profiles routed to a limited local
+backend therefore respect its configured limit, while profiles routed to
+other backends may proceed independently.
+
+Weatherreporter must not add a second semaphore that obscures or overrides
+Promptkit's backend policy. It must safely coordinate goroutine lifecycles,
+result collection, debug callbacks, and output assembly without data races.
+
+One profile failure does not cancel its peers. Provider, capacity, validation,
+and rendering failures are recorded for that profile while other executions
+continue. Cancellation or deadline expiration of the comparison command is
+propagated to every outstanding execution, prevents new publication, and is
+joined without leaking goroutines.
+
+Completion order must not affect filenames, manifest order, CLI summaries, or
+error aggregation. Those outputs always follow the original `--profile`
+order.
+
+## Output Destination
+
+Without `--out-dir`, Weatherreporter derives a comparison directory from the
+resolved report's existing default Markdown filename by removing `.md` and
+prefixing `comparison-`:
+
+| Report output | Comparison directory |
+| --- | --- |
+| `today.md` | `comparison-today/` |
+| `tomorrow.md` | `comparison-tomorrow/` |
+| `hourly.md` | `comparison-hourly/` |
+| `daily-2026-08-24.md` | `comparison-daily-2026-08-24/` |
+
+The derived directory is created beneath `output.directory` when configured,
+or beneath the present working directory otherwise. An explicit `--out-dir`
+is the exact bundle directory, resolves relative to the present working
+directory when necessary, and overrides `output.directory` completely.
+
+All destination selection and validation completes before weather collection.
+The resolved comparison directory is returned in the command's structured
+result.
+
+## Comparison Bundle
+
+A successful three-profile comparison has a flat layout:
+
+```text
+comparison-daily-2026-08-24/
+├── comparison.json
+├── data-package.yml
+├── 01-weather-light.md
+├── 02-weather-balanced.md
+└── 03-weather-deep.md
+```
+
+`data-package.yml` contains the exact YAML bytes passed to every Promptkit
+execution. It is written once and its SHA-256 digest is recorded in the
+manifest.
+
+Each report filename begins with its one-based, zero-padded selection position
+and a filesystem-safe representation of the requested logical profile ID. The
+safe representation must not permit absolute paths, traversal, separators, or
+control characters. The manifest retains the exact case-sensitive profile ID,
+so filename normalization never becomes the authority for profile identity.
+
+`comparison.json` is the authoritative index for the bundle. It uses an
+explicit schema version and records safe comparison information including:
+
+- comparison identity and start and finish timestamps;
+- report ID, resolved valid period, and effective timezone;
+- prompt ID, version, and inspected prompt hash;
+- the relative data-package filename and SHA-256 digest;
+- total, succeeded, and failed profile counts; and
+- one ordered result per requested profile containing the exact profile ID,
+  resolved backend and model, relative report filename when present,
+  execution and validation status, and safe error information when failed.
+
+The manifest and normal command summary must not contain credentials, provider
+request bodies, raw model output, rendered prompts, schemas, provider
+endpoints, or other content-rich diagnostics. The explicit data package and
+generated reports contain the development material the user requested and
+must be handled as operator-owned potentially sensitive output.
+
+## Failure And Publication Policy
+
+Failure before concurrent execution, including invalid profiles, missing
+credentials, collection failure, preparation failure, or unsafe destination,
+publishes no comparison bundle and performs no model calls where the failure
+is discoverable during preflight.
+
+After execution begins, Weatherreporter waits for every non-cancelled profile.
+If one or more profiles fail, it still publishes a coherent partial bundle
+containing `data-package.yml`, every successfully rendered report, and a
+manifest describing all successes and failures. It then returns a non-zero
+exit status. A failed profile has no report file unless a future contract
+explicitly introduces a separately named diagnostic artifact.
+
+Bundle contents are staged outside the destination and published only after
+the manifest is complete. Ordinary publication accepts only an absent or empty
+target directory. A nonempty existing directory fails without modification
+unless `--replace` is present.
+
+`--replace` may replace only the exact resolved target and must reject broad or
+unsafe targets such as a filesystem root, the present working directory, a
+symlink, or an unrecognized nonempty directory. A recognized prior bundle must
+contain a valid Weatherreporter comparison manifest. Replacement publishes the
+new complete or coherent partial bundle as a unit, prevents stale reports from
+the prior comparison from surviving, and preserves or restores the prior
+bundle if the final replacement operation fails.
+
+An interrupted or cancelled comparison does not replace an existing bundle.
+Temporary staging artifacts are cleaned up on ordinary failure and
+cancellation without scanning or modifying unrelated directories.
+
+## Prompt Debugging
+
+The existing `--llm-debug-dir` mechanism remains available. Concurrent
+comparison executions require distinct, deterministic debug identities that
+include the comparison and exact profile selection so callbacks cannot collide
+or overwrite another profile's artifacts.
+
+Debug writing must be concurrency-safe and retain the existing permission,
+redaction, explicit-opt-in, and path-containment guarantees. Debug artifacts
+remain separate from the comparison bundle; the bundle does not implicitly
+enable full Promptkit diagnostics.
+
+## Notification Policy
+
+Profile comparisons never invoke Distributor notification, even when
+notification is enabled in the effective configuration. Comparison reports
+are local development artifacts rather than ordinary report publications.
+
+Adding comparison publication or upload behavior would require a separate
+accepted feature scope and explicit operator authorization.
+
+## Architectural End State
+
+Application orchestration exposes a reusable prepared-report boundary that
+contains the resolved report, shared collected and derived facts, module
+snapshot, briefing metadata, generated-text handler, render inputs, and exact
+serialized data package. That boundary is immutable during concurrent profile
+execution.
+
+Ordinary `generate` behavior continues to prepare once and execute once.
+`compare` prepares once and executes many without duplicating the generation
+workflow or calling `GenerateDetailed` in a loop. Shared preparation,
+profile-specific Promptkit execution, structured-output validation, rendering,
+and artifact publication remain distinct responsibilities.
+
+The Promptkit adapter remains the only owner of dependency-specific types and
+engine calls. The CLI owns parsing and user-facing summaries. The configuration
+package owns configuration. Application orchestration owns comparison order,
+concurrency lifecycle, failure aggregation, and bundle publication. Domain,
+prompt-input, generated-text, and template packages retain their existing
+deterministic contracts.
+
+## Scope
+
+The completed feature includes:
+
+- the `compare` CLI command for every implemented generated-text report;
+- repeatable explicit profile selection and validation;
+- configured and CLI output-directory integration through the implemented
+  destination policy;
+- one-time report resolution, collection, deterministic preparation, and YAML
+  serialization;
+- concurrent execution through one Promptkit executor with backend capacity
+  respected;
+- independent validation and rendering with deterministic ordered results;
+- the flat, versioned comparison-bundle contract;
+- safe filename derivation and data-package hashing;
+- coherent partial-result publication and non-zero failure behavior;
+- guarded whole-bundle replacement through `--replace`;
+- comparison-aware, concurrency-safe optional prompt debugging;
+- explicit suppression of Distributor notification;
+- structured normal and quiet-mode CLI behavior consistent with existing
+  commands;
+- focused race-safe tests across configuration, CLI, application,
+  Promptkit-adapter, rendering, and filesystem boundaries; and
+- updates to every affected canonical user, operator, architecture,
+  integration, and internal document.
+
+## Compatibility
+
+The feature is additive. Existing `generate` and `run` commands, report
+definitions, profile defaults, configuration, output filenames, notification
+behavior, and exit contracts remain unchanged.
+
+The comparison manifest and bundle layout begin as versioned contracts. They
+do not become inputs accepted by Weatherreporter, and no backward-compatible
+replay or long-term archive guarantee is implied beyond identifying the schema
+used to interpret a produced bundle.
+
+## Testing Expectations
+
+Tests should provide durable coverage for:
+
+- report and date parsing consistent with `generate`;
+- rejection of fewer than two profiles, blanks, and duplicates;
+- inspection of the exact prompt and every profile before collection;
+- no collection or model execution after a preflight failure;
+- exactly one weather collection and one preparation for several profiles;
+- byte-for-byte identical data-package input in every execution;
+- observable concurrent execution through a concurrency-safe fake executor;
+- respect for Promptkit-owned backend capacity in an assembled adapter test
+  where that integration adds distinct confidence;
+- deterministic filenames, manifest order, summaries, and errors under varied
+  completion order;
+- continuation and coherent partial publication after one profile fails;
+- cancellation propagation, goroutine completion, and preservation of an
+  existing destination;
+- destination precedence and each derived default directory;
+- safe filename handling for unusual valid profile IDs;
+- absent, empty, occupied, symlinked, unsafe, recognized, and unrecognized
+  replacement targets;
+- removal of stale prior report files during authorized whole-bundle
+  replacement;
+- exact package digest and manifest/result consistency;
+- concurrency-safe, non-colliding opt-in debug artifacts; and
+- absence of Distributor calls for complete and partial comparisons.
+
+Concurrency and replacement behavior require race-enabled and consequential
+failure-path coverage. Tests must remain deterministic, offline, credential
+free, and independent of real Promptkit providers or machine-specific paths.
+
+## Documentation End State
+
+Once implemented, the [CLI reference](../cli.md) owns command syntax, flags,
+summary, and exit behavior. The [operations guide](../operations.md) owns the
+bundle lifecycle, replacement procedure, sensitivity guidance, and practical
+prompt-comparison workflow. The [architecture policy](../policy/architecture.md)
+owns the statelessness, concurrency, notification, and publication invariants.
+
+The [Promptkit integration guide](../integrations/promptkit.md) should describe
+the consumer-visible multi-profile execution boundary without duplicating
+Promptkit's backend-capacity reference. The versioned manifest and flat bundle
+format belong in a focused contract under `docs/integrations/`. App
+orchestration, prompt input, generated text, prompt debugging, and bundle
+publication mechanics belong in focused documents under `docs/internal/`.
+
+Current-state documentation must not describe profile comparison as available
+until the implementation lands.
+
+## Non-Goals
+
+This roadmap does not introduce:
+
+- automatic model scoring, ranking, recommendation, or winner selection;
+- semantic or textual diff generation between reports;
+- repeated sampling of one profile or statistical evaluation;
+- prompt or profile editing through Weatherreporter;
+- replaying a saved data package as command input;
+- comparing several report types in one command;
+- Weatherreporter-owned backend concurrency or queue configuration;
+- automatic retries beyond Promptkit's existing execution contract;
+- Distributor upload or other external publication;
+- comparison history, indexing, retention, cleanup schedules, or implicit
+  discovery of prior bundles; or
+- changes to ordinary report content or normal generation behavior.
+
+Any later automated evaluation, replay, sampling, or publication feature
+requires a separate accepted roadmap.
+
+## Completion Criteria
+
+The feature is complete when a maintainer can select several Promptkit
+profiles, have them execute concurrently against one exact prepared report
+package, and receive a safe, flat, deterministic comparison bundle whose
+manifest accurately describes every success and failure. Configured and
+explicit destinations must follow the accepted output policy, replacement must
+never mix or silently destroy unrelated contents, cancellation and partial
+failure must be race-safe, ordinary notification must remain disabled, and all
+affected canonical documentation must describe the implemented behavior.
+
+## Open Questions
+
+None. The scope, prerequisites, user intent, and target behavior are defined
+above.

docs/templates.md

@@ -0,0 +1,178 @@
+# Report Templates
+
+This guide is for maintainers editing Weatherreporter's embedded Markdown
+templates. Templates format already validated report inputs; they do not select
+sources, derive weather facts, or validate generated prose. For those details,
+see [Generated Text internals](internal/generatedtext.md) and [Report Template
+internals](internal/reporttemplate.md).
+
+## Template Assets
+
+Only the generated-text reports use repository-native Markdown templates.
+Each report has one matching template ID, generated-text schema ID, and prompt
+source:
+
+| Report | Template | Schema | Prompt ID and source |
+| --- | --- | --- | --- |
+| Daily | `templates/daily.md.tmpl` (`daily`) | `daily` | `weather.daily_generated_text`; `internal/promptassets/assets/prompts/daily/` |
+| Today | `templates/today.md.tmpl` (`today`) | `today` | `weather.today_generated_text`; `internal/promptassets/assets/prompts/today/` |
+| Tomorrow | `templates/tomorrow.md.tmpl` (`tomorrow`) | `tomorrow` | `weather.tomorrow_generated_text`; `internal/promptassets/assets/prompts/tomorrow/` |
+| Hourly | `templates/hourly.md.tmpl` (`hourly`) | `hourly` | `weather.hourly_generated_text`; `internal/promptassets/assets/prompts/hourly/` |
+
+The matching schemas and Promptkit definitions are embedded by
+`internal/promptassets`. The generated-text catalog pairs each schema ID with
+its template ID; keep the matching prompt definition aligned with that pair.
+
+Shared partials are under `internal/reporttemplate/templates/partials/`:
+
+| Partial | Used by |
+| --- | --- |
+| `alert_digest.md.tmpl` | Daily, Today, Tomorrow, and Hourly |
+| `precipitation_timing.md.tmpl` | Daily, Today, Tomorrow, and Hourly |
+| `daypart_forecast.md.tmpl` | Daily and Tomorrow |
+| `today_daypart_forecast.md.tmpl` | Today |
+
+All shared partials are parsed whenever any top-level template is rendered. A
+syntax error in a partial can therefore prevent every generated-text report
+from rendering.
+
+## Editing Rules
+
+- Use Go `text/template` syntax and keep changes to Markdown structure,
+  ordering, and display conditions.
+- Templates use `missingkey=error`; reference only documented fields and guard
+  optional module pointers with `with` or `if`.
+- Prefer `.Modules` for deterministic display values. Do not add weather
+  calculations, source selection, or prompt-input shaping to a template.
+- Keep generated prose in `.GeneratedText`; do not restate deterministic facts
+  in generated prose merely to compensate for a template change.
+- When changing the generated-prose contract, update the matching prompt,
+  schema, validator, render context, and template together. The validation and
+  catalog rules are owned by [Generated Text internals](internal/generatedtext.md).
+- Use `.Modules.Dayparts` for ordered daypart output. Do not range over
+  `.Modules.DerivedDaypartSummaries`, which is a map.
+
+Minimal optional-value pattern:
+
+```gotemplate
+{{ with .Modules.CurrentConditions }}
+Currently, it is {{ with .TemperatureF }}{{ . }}°F{{ end }}.
+{{ else }}
+Current conditions are unavailable.
+{{ end }}
+```
+
+Minimal list pattern:
+
+```gotemplate
+{{ range .GeneratedText.ForecastDiscussion }}
+{{ . }}
+{{ end }}
+```
+
+## Registered Functions
+
+Templates have these helpers in addition to Go template built-ins:
+
+| Function | Accepts | Returns true when |
+| --- | --- | --- |
+| `hasRelevantAlerts` | an alert-digest value or pointer | its `Relevant` slice is nonempty |
+| `hasEnhancedOrHigherSPCRisk` | an SPC outlook value or pointer | its `RiskDigest` contains an Enhanced, Moderate, or High Risk entry |
+| `isEnhancedOrHigherSPCRisk` | one SPC risk-digest entry | its `LabelText`, or fallback `RiskLabel`, is Enhanced, Moderate, or High Risk |
+
+For example, the alert partial uses the first two functions to decide whether
+to render the section:
+
+```gotemplate
+{{ if hasRelevantAlerts .Modules.AlertDigest }}
+## Alert Digest
+{{ end }}
+```
+
+## Render Context
+
+Every rendered template receives one typed context with these five top-level
+fields:
+
+| Field | Purpose |
+| --- | --- |
+| `.Report` | Display labels and canonical report timing metadata. |
+| `.GeneratedText` | Validated prose supplied by Promptkit. |
+| `.Modules` | Deterministic, typed values prepared for Markdown rendering. |
+| `.Collected` | Normalized upstream facts for advanced use. |
+| `.Derived` | Shared calculated facts for advanced use. |
+
+`.Collected` and `.Derived` are available for an exceptional display need, but
+they are lower-level contracts. Keep reusable weather derivation in Go and use
+the module surface for normal template work.
+
+### Report Metadata
+
+All contexts provide `.Report.Title`, `.Report.GeneratedAt`,
+`.Report.GeneratedAtLabel`, `.Report.ValidPeriod`, and `.Report.Timezone`.
+
+Hourly additionally provides `.Report.LocationName` and
+`.Report.ValidPeriodLabel`.
+
+Daily, Today, and Tomorrow additionally provide `.Report.ForecastDate`,
+`.Report.ForecastDateLabel`, and `.Report.ForecastDayName`. Their valid-period
+field remains canonical timing data; use the supplied display labels instead
+of formatting timestamps in a template.
+
+### Validated GeneratedText Prose
+
+GeneratedText is prose returned by Promptkit and validated before rendering.
+It is not a source for deterministic weather facts.
+
+| Field | Hourly type | Daily, Today, and Tomorrow type | Notes |
+| --- | --- | --- | --- |
+| `.GeneratedText.Summary` | `string` | `string` | Required. |
+| `.GeneratedText.ForecastDiscussion` | `string` | `[]string` | Required; range over the day-style paragraph slice. |
+| `.GeneratedText.PrecipitationTiming` | `string` | `string` | Required field; an empty string represents no supported prose. The precipitation partial uses nonempty prose only when deterministic windows exist. |
+
+The JSON schema rejects unknown properties and defines the required fields, but
+the schema body and validation behavior are documented in [Generated Text
+internals](internal/generatedtext.md).
+
+### Deterministic Module Values
+
+Module values are deterministic outputs built from collected and derived facts.
+Module pointers can be nil when their source or policy permits omission.
+
+| Module field | Available in |
+| --- | --- |
+| `.Modules.Metadata`, `.Modules.CurrentConditions`, `.Modules.HourlyForecast`, `.Modules.PrecipTiming`, `.Modules.AlertDigest`, `.Modules.SPCConvectiveOutlooks`, `.Modules.AreaForecastDiscussion`, `.Modules.SPCConvectiveDiscussion`, `.Modules.WeatherStory` | All four contexts |
+| `.Modules.DerivedDailySummary`, `.Modules.DerivedDaypartSummaries`, `.Modules.Dayparts` | Daily, Today, Tomorrow |
+| `.Modules.OutdoorWindows`, `.Modules.DailyPlanning` | Daily |
+| `.Modules.TodayPlanning` | Today |
+| `.Modules.TomorrowPlanning` | Tomorrow |
+
+The repository templates currently use the following nested display values.
+They are the preferred surface for comparable edits:
+
+| Area | Values |
+| --- | --- |
+| Current conditions | `.TemperatureF`, `.ConditionText`, `.ConditionTextLower`, `.ApparentTemperatureF`, `.RelativeHumidityPercent`, `.WindDirectionText`, `.WindSpeedMph` |
+| Hourly periods | `.Periods`, `.HourLabel`, `.Name`, `.TemperatureF`, `.TextDescription`, `.TextDescriptionLower`, `.MentionPrecipitation`, `.ProbabilityOfPrecipitationPercent` |
+| Dayparts | `.Dayparts[].Key` and `.Dayparts[].Summary` fields `DisplayName`, `DominantCondition`, `DominantConditionDisplay`, `TemperatureTrend`, `TemperatureStartPhraseF`, `TemperatureEndPhraseF`, `TemperaturePeakPhraseF`, `TemperatureSteadyPhraseF`, `TemperaturePhraseF`, `MentionPrecipitation`, and `MaxPopPercent` |
+| Precipitation timing | `.PrecipitationWindows`, plus each window's `PeriodBegins`, `PeriodBeginsHourLabel`, `PeriodEnds`, `PeriodEndsHourLabel`, `ExpectationPhrase`, `MaxPopPercent`, `MaxPopTime`, and `MaxPopHourLabel` |
+| Alert digest | `.AlertDigest.Relevant` entries' `Event`, `Headline`, `PeriodBegins`, and `PeriodEnds` |
+| SPC risk digest | `.SPCConvectiveOutlooks.RiskDigest` entries' `LabelText`, `RiskLabel`, `PeriodBegins`, and `PeriodEnds` |
+
+Other fields on these typed modules remain available when a template has a
+well-defined display need. Their module contracts and weather derivation belong
+to [Module contract internals](internal/module.md), [Module builder
+internals](internal/briefing.md), and [Forecast derivation
+internals](internal/forecast-derivation.md).
+
+## Validate Changes
+
+Run the focused checks after editing templates, partials, prompts, or schemas:
+
+```sh
+go test ./internal/reporttemplate ./internal/generatedtext ./internal/app
+git diff --check
+```
+
+The render-context and template tests cover Daily, Today, Tomorrow, and Hourly
+contexts. Run the repository-wide test suite before merging a broader change.

docs/troubleshooting.md

@@ -1,235 +0,0 @@
-# Weatherreporter Troubleshooting
-
-This guide lists recurring failures with likely causes, diagnostics, and safe
-fixes. See [CLI reference](cli.md), [Configuration reference](config.md), and
-[Operations guide](operations.md) for normal usage.
-
-## `weather_api.base_url is required`
-
-Symptom: a generation command fails before fetching weather data.
-
-Likely cause: no Weather API base URL is configured.
-
-Diagnostic:
-
-```sh
-weatherreporter generate daily --config ./config.yml --date 2026-05-29
-```
-
-Safe fix: add `weather_api.base_url` to the config file, or pass the intended
-config path with `--config`.
-
-Relevant docs: [Configuration reference](config.md).
-
-## `weather_api.base_url must be an absolute URL`
-
-Symptom: config loading fails with a base URL validation error.
-
-Likely cause: `weather_api.base_url` is missing a scheme or host.
-
-Diagnostic: inspect the configured value in the file passed to `--config`.
-
-Safe fix: use an absolute URL such as `https://weather.api.example.com/`.
-
-Relevant docs: [Configuration reference](config.md).
-
-## Invalid Timezone
-
-Symptom: config loading fails with `weather_api.timezone` context, or a CLI
-timezone override fails.
-
-Likely cause: `weather_api.timezone` or `--tz` is not recognized.
-
-Diagnostic:
-
-```sh
-weatherreporter generate daily --tz America/Chicago --date 2026-05-29
-```
-
-Safe fix: use an accepted timezone value, such as an IANA timezone name,
-`Chicago`, `Stl`, a US timezone abbreviation, or a UTC offset.
-
-Relevant docs: [Configuration reference](config.md).
-
-## Storm Command Rejects Time Bounds
-
-Symptom: `generate storm` fails with `requires --start`, `requires --end`, or
-`requires --end after --start`.
-
-Likely cause: the manual event window is missing or invalid.
-
-Diagnostic:
-
-```sh
-weatherreporter generate storm --start 2026-05-29T18:00 --end 2026-05-30T06:00
-```
-
-Safe fix: provide both bounds. Use `YYYY-MM-DDTHH:MM` in the configured
-timezone, or RFC3339 timestamps with explicit offsets.
-
-Relevant docs: [CLI reference](cli.md).
-
-## Weather API Fetch Fails
-
-Symptom: generation fails with `fetch /...`, an HTTP status, or request context.
-
-Likely cause: the configured Weather API endpoint is unreachable, returned a
-non-2xx response, or returned an invalid response envelope.
-
-Diagnostic:
-
-```sh
-weatherreporter generate daily --config ./config.yml --date 2026-05-29
-```
-
-Safe fix: verify `weather_api.base_url`, network access, and the Weather API
-service response. The adapter fetches `/observations`, `/conditions/current`,
-`/forecast/hourly`, `/forecast/narrative`, `/alerts/active`, and `/discussion`.
-
-Relevant docs: [Configuration reference](config.md).
-
-## Hourly Forecast Is Missing
-
-Symptom: generation fails with hourly forecast context, such as missing hourly
-data or an hourly forecast containing no periods.
-
-Likely cause: hourly forecast data is required for generated reports.
-
-Diagnostic: check the Weather API response for `/forecast/hourly`.
-
-Safe fix: restore hourly forecast data at the Weather API. Missing-source
-policy cannot make hourly optional.
-
-Relevant docs: [Configuration reference](config.md), [Operations guide](operations.md).
-
-## Source Warnings Appear
-
-Symptom: generation succeeds, but metadata or `inspect sources` shows source
-warnings.
-
-Likely cause: an optional source was missing or malformed under a warning
-missing-source policy.
-
-Diagnostic:
-
-```sh
-weatherreporter inspect sources RUN_ID
-weatherreporter inspect metadata RUN_ID
-```
-
-Safe fix: inspect the warning `source`, `code`, `message`, and `endpoint`. Fix
-the upstream optional source, or intentionally change the relevant
-`missing_source` policy.
-
-Relevant docs: [Configuration reference](config.md), [Operations guide](operations.md).
-
-## `scriptorium` Is Not Found Or Cannot Start
-
-Symptom: generation fails with `run scriptorium render` or `run scriptorium`
-and an executable or OS error.
-
-Likely cause: the configured Scriptorium binary is unavailable or not
-executable.
-
-Diagnostic: check `scriptorium.binary` in config and run the same binary outside
-`weatherreporter`.
-
-Safe fix: install Scriptorium, update `scriptorium.binary`, or fix executable
-permissions.
-
-Relevant docs: [Configuration reference](config.md),
-[Scriptorium integration](integrations/scriptorium.md).
-
-## Render Preflight Fails
-
-Symptom: generation fails with `scriptorium render exited with code ...`.
-
-Likely cause: Scriptorium rejected the prompt, config, profile, or
-`data_package` input before report generation.
-
-Diagnostic:
-
-```sh
-weatherreporter inspect metadata RUN_ID
-weatherreporter inspect data-package RUN_ID
-```
-
-Then read the preflight path from metadata. It contains captured stdout, stderr,
-exit code, and command.
-
-Safe fix: fix the Scriptorium configuration, prompt ID, profile, or data package
-input indicated by stderr.
-
-Relevant docs: [Operations guide](operations.md),
-[Scriptorium integration](integrations/scriptorium.md).
-
-## Scriptorium Run Fails
-
-Symptom: generation fails with `scriptorium run exited with code ...`.
-
-Likely cause: Scriptorium failed during report generation or validation.
-
-Diagnostic:
-
-```sh
-weatherreporter inspect metadata RUN_ID
-weatherreporter inspect data-package RUN_ID
-```
-
-If metadata includes a rendered report path, inspect that report as well. A
-nonzero run can still leave a managed report artifact.
-
-Safe fix: use the captured stderr and data package to fix the Scriptorium
-prompt, profile, model configuration, or validation issue.
-
-Relevant docs: [Operations guide](operations.md),
-[Scriptorium integration](integrations/scriptorium.md).
-
-## Batch Command Returns Nonzero
-
-Symptom: `run morning` or `run evening` returns nonzero.
-
-Likely cause: at least one report in the batch failed.
-
-Diagnostic: inspect stdout for the JSON summary and stderr for compact status
-lines.
-
-Safe fix: use the failed report's artifact paths from the summary, then inspect
-metadata, sources, briefing, and data package for that RunID.
-
-Relevant docs: [CLI reference](cli.md), [Operations guide](operations.md).
-
-## Unknown RunID
-
-Symptom: an inspect command fails with `metadata for run id ... was not found`.
-
-Likely cause: the RunID is mistyped or the command is reading a different
-workspace.
-
-Diagnostic:
-
-```sh
-weatherreporter inspect reports --config ./config.yml --limit 20
-```
-
-Safe fix: copy a RunID from `inspect reports`, or use the same `--config` and
-workspace that generated the report.
-
-Relevant docs: [Operations guide](operations.md).
-
-## Workspace Path Error
-
-Symptom: startup or inspection fails with workspace path validation or
-filesystem read/write context.
-
-Likely cause: a workspace subdirectory is absolute, escapes `workspace.root`, or
-the process cannot read or write the configured path.
-
-Diagnostic: review `workspace.root`, `workspace.snapshots_dir`,
-`workspace.reports_dir`, `workspace.data_packages_dir`, and
-`workspace.preflight_dir`.
-
-Safe fix: keep workspace subdirectories relative to `workspace.root`, and grant
-the process appropriate filesystem permissions.
-
-Relevant docs: [Configuration reference](config.md), [Operations guide](operations.md).

examples/config.yml

@@ -1,7 +1,7 @@
 weather_api:
-  base_url: https://weather.api.rakestrawhome.com/
+  base_url: https://weather.api.example.com/
   timeout: 15s
-  precision: 1
+  precision: 0
   units: us
   timezone: "America/Chicago"
   format: json
@@ -11,21 +11,37 @@ location:
   name: Brentwood
   region: St. Louis Metro
 
+secrets:
+  directory: ""
+
+output:
+  directory: /var/lib/weatherreporter/reports
+
+notify:
+  distributor:
+    enabled: false
+    endpoint: https://distributor.example.com
+    token_env: DISTRIBUTOR_UPLOAD_TOKEN
+    timeout: 30s
+    failure_policy: error
+    pipeline_id_template: "weatherreporter.{report_id}"
+    bundle_id_template: "weatherreporter.{location_id}.{report_id}"
+    idempotency_key_template: "{bundle_id}.{run_id}"
+    batch:
+      enabled: true
+      pipeline_id_template: "weatherreporter"
+      bundle_id_template: "weatherreporter.{location_id}.{batch}"
+      idempotency_key_template: "{bundle_id}.{batch_run_id}"
+
 missing_source:
   default: warn
   sources:
     alerts: none
 
-scriptorium:
-  binary: scriptorium
+promptkit:
   timeout: 2m
-
-workspace:
-  root: workspace
-  snapshots_dir: snapshots
-  reports_dir: reports
-  data_packages_dir: data-packages
-  preflight_dir: preflight
+  local:
+    concurrency_limit: 1
 
 dayparts:
   - name: overnight
@@ -44,8 +60,64 @@ dayparts:
     start: "17:00"
     end: "24:00"
 
-recent_change:
-  temperature_degrees: 5
-  precip_probability_points: 20
-  wind_gust_miles_per_hour: 10
-  precip_timing_shift_minutes: 120
+reports:
+  daily:
+    distributor:
+      path_templates:
+        - "daily/{valid_start_date}/{run_id}.md"
+        - "daily/{valid_start_date}/index.md"
+    deterministic_modules:
+      - metadata
+      - current_conditions
+      - narrative_forecast
+      - derived_daily_summary
+      - derived_daypart_summaries
+      - precip_timing
+      - alert_digest
+      - spc_convective_outlooks
+      - id: area_forecast_discussion
+        options:
+          sections:
+            - long_term
+      - spc_convective_discussion
+      - weather_story
+      - outdoor_windows
+      - daily_planning
+      - hourly_forecast
+  today:
+    deterministic_modules:
+      - metadata
+      - current_conditions
+      - narrative_forecast
+      - derived_daily_summary
+      - derived_daypart_summaries
+      - precip_timing
+      - alert_digest
+      - spc_convective_outlooks
+      - id: area_forecast_discussion
+        options:
+          sections:
+            - product
+            - key_messages
+            - short_term
+            - long_term
+      - spc_convective_discussion
+      - weather_story
+      - outdoor_windows
+      - hourly_forecast
+      - today_planning
+  hourly:
+    deterministic_modules:
+      - metadata
+      - current_conditions
+      - hourly_forecast
+      - precip_timing
+      - alert_digest
+      - spc_convective_outlooks
+      - id: area_forecast_discussion
+        options:
+          sections:
+            - key_messages
+            - short_term
+      - spc_convective_discussion
+      - weather_story

examples/weather-light-local-profile.yml

@@ -0,0 +1,4 @@
+id: weather-light
+endpoint: http://127.0.0.1:11434/v1
+model: weather-local
+timeout_seconds: 180

go.mod

@@ -3,3 +3,13 @@ module gitea.maximumdirect.net/eric/weatherreporter
 go 1.26
 
 require gopkg.in/yaml.v3 v3.0.1
+
+require (
+	gitea.maximumdirect.net/eric/distributor v0.5.0
+	gitea.maximumdirect.net/eric/promptkit v0.5.0
+)
+
+require (
+	github.com/santhosh-tekuri/jsonschema/v6 v6.0.2 // indirect
+	golang.org/x/text v0.14.0 // indirect
+)

go.sum

@@ -1,3 +1,59 @@
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+gitea.maximumdirect.net/eric/distributor v0.5.0/go.mod h1:G03FCFZPHpsUKC6SeMgTdbfNRpPQBdyTtDUj04e1Tu8=
+gitea.maximumdirect.net/eric/promptkit v0.5.0 h1:jnpazLyyNhWrB2xzwwtUkNUfktkTdkENTwuSPnKiYrc=
+gitea.maximumdirect.net/eric/promptkit v0.5.0/go.mod h1:R95NM6fbMDGDC0/UomgnSBP6ui2ns+8SZb8bESNvrDQ=
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+github.com/aws/aws-sdk-go-v2/config v1.32.20 h1:8VMDnWc/kEzxsI/1ngGM9mG81a8IGmIHD8KLcYGwagc=
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internal/adapters/distributor/client.go

@@ -0,0 +1,371 @@
+// Package distributor adapts weatherreporter report artifacts to distributor uploads.
+package distributor
+
+import (
+	"context"
+	"encoding/json"
+	"errors"
+	"fmt"
+	"net/http"
+	"os"
+	"strings"
+	"time"
+
+	distributorbundle "gitea.maximumdirect.net/eric/distributor/pkg/bundle"
+	distributorupload "gitea.maximumdirect.net/eric/distributor/pkg/upload"
+
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/config"
+)
+
+type Client struct {
+	Endpoint        string
+	TokenEnv        string
+	Timeout         time.Duration
+	newUploadClient uploadClientFactory
+}
+
+type UploadRequest struct {
+	PipelineID     string
+	BundleID       string
+	IdempotencyKey string
+	Files          []UploadFile
+	CreatedAt      time.Time
+}
+
+type UploadFile struct {
+	SourcePath string
+	BundlePath string
+}
+
+type UploadResult struct {
+	RunID        string
+	Status       string
+	UploadStatus string
+	StatusError  string
+	RunStatus    *RunStatus
+}
+
+type RunStatus struct {
+	RunID      string
+	PipelineID string
+	Status     string
+	AcceptedAt time.Time
+	StartedAt  *time.Time
+	FinishedAt *time.Time
+	Report     json.RawMessage
+	Error      string
+}
+
+type IdempotencyConflictError struct {
+	Err error
+}
+
+func (e *IdempotencyConflictError) Error() string {
+	if e == nil || e.Err == nil {
+		return "distributor idempotency conflict"
+	}
+	return e.Err.Error()
+}
+
+func (e *IdempotencyConflictError) Unwrap() error {
+	if e == nil {
+		return nil
+	}
+	return e.Err
+}
+
+type uploadClientFactory func(endpoint, token string, timeout time.Duration) (uploadClient, error)
+
+type uploadClient interface {
+	UploadFiles(ctx context.Context, opts uploadFilesOptions) (uploadFilesResult, error)
+	Status(ctx context.Context, runID string) (runStatus, error)
+}
+
+type uploadFilesOptions struct {
+	PipelineID     string
+	BundleID       string
+	IdempotencyKey string
+	Files          []UploadFile
+	CreatedAt      time.Time
+}
+
+type uploadFilesResult struct {
+	RunID  string
+	Status string
+}
+
+type runStatus struct {
+	RunID      string
+	PipelineID string
+	Status     string
+	AcceptedAt time.Time
+	StartedAt  *time.Time
+	FinishedAt *time.Time
+	Report     json.RawMessage
+	Error      string
+}
+
+const statusPollInterval = 250 * time.Millisecond
+
+func New(cfg config.DistributorNotifyConfig) *Client {
+	return newClient(cfg, newDistributorUploadClient)
+}
+
+func newClient(cfg config.DistributorNotifyConfig, factory uploadClientFactory) *Client {
+	if factory == nil {
+		factory = newDistributorUploadClient
+	}
+	return &Client{
+		Endpoint:        cfg.Endpoint,
+		TokenEnv:        cfg.TokenEnv,
+		Timeout:         cfg.Timeout,
+		newUploadClient: factory,
+	}
+}
+
+func (c *Client) Upload(ctx context.Context, req UploadRequest) (UploadResult, error) {
+	if c == nil {
+		return UploadResult{}, fmt.Errorf("distributor client is nil")
+	}
+	if c.Endpoint == "" {
+		return UploadResult{}, fmt.Errorf("distributor endpoint is required")
+	}
+	if c.TokenEnv == "" {
+		return UploadResult{}, fmt.Errorf("distributor token environment variable is required")
+	}
+	if req.PipelineID == "" {
+		return UploadResult{}, fmt.Errorf("distributor pipeline id is required")
+	}
+	if req.BundleID == "" {
+		return UploadResult{}, fmt.Errorf("distributor bundle id is required")
+	}
+	if req.IdempotencyKey == "" {
+		return UploadResult{}, fmt.Errorf("distributor idempotency key is required for bundle %q", req.BundleID)
+	}
+	if len(req.Files) == 0 {
+		return UploadResult{}, fmt.Errorf("distributor upload files are required for bundle %q", req.BundleID)
+	}
+	for i, file := range req.Files {
+		if file.SourcePath == "" {
+			return UploadResult{}, fmt.Errorf("distributor source path is required for bundle %q file %d", req.BundleID, i)
+		}
+		if file.BundlePath == "" {
+			return UploadResult{}, fmt.Errorf("distributor bundle path is required for bundle %q file %d", req.BundleID, i)
+		}
+	}
+	if c.newUploadClient == nil {
+		return UploadResult{}, fmt.Errorf("distributor upload client factory is required for endpoint %q", c.Endpoint)
+	}
+
+	token := os.Getenv(c.TokenEnv)
+	if token == "" {
+		return UploadResult{}, fmt.Errorf("distributor token environment variable %q is not set", c.TokenEnv)
+	}
+
+	uploadClient, err := c.newUploadClient(c.Endpoint, token, c.Timeout)
+	if err != nil {
+		return UploadResult{}, fmt.Errorf("create distributor upload client for endpoint %q: %w", c.Endpoint, redactToken(err, token))
+	}
+
+	runCtx := ctx
+	if runCtx == nil {
+		runCtx = context.Background()
+	}
+	cancel := func() {}
+	if c.Timeout > 0 {
+		runCtx, cancel = context.WithTimeout(runCtx, c.Timeout)
+	}
+	defer cancel()
+
+	result, err := uploadClient.UploadFiles(runCtx, uploadFilesOptions{
+		PipelineID:     req.PipelineID,
+		BundleID:       req.BundleID,
+		IdempotencyKey: req.IdempotencyKey,
+		Files:          append([]UploadFile(nil), req.Files...),
+		CreatedAt:      req.CreatedAt,
+	})
+	if err != nil {
+		return UploadResult{}, wrapUploadError(err, uploadErrorContext{
+			Endpoint:       c.Endpoint,
+			PipelineID:     req.PipelineID,
+			BundleID:       req.BundleID,
+			IdempotencyKey: req.IdempotencyKey,
+			SourcePaths:    uploadSourcePaths(req.Files),
+			BundlePaths:    uploadBundlePaths(req.Files),
+			Token:          token,
+		})
+	}
+
+	uploadResult := UploadResult{
+		RunID:        result.RunID,
+		Status:       result.Status,
+		UploadStatus: result.Status,
+	}
+	status, statusErr := waitForRunStatus(runCtx, uploadClient, result.RunID, c.Timeout > 0)
+	if status.RunID != "" || status.Status != "" {
+		uploadResult.RunStatus = &RunStatus{
+			RunID:      status.RunID,
+			PipelineID: status.PipelineID,
+			Status:     status.Status,
+			AcceptedAt: status.AcceptedAt,
+			StartedAt:  status.StartedAt,
+			FinishedAt: status.FinishedAt,
+			Report:     append(json.RawMessage(nil), status.Report...),
+			Error:      redactTokenString(status.Error, token),
+		}
+		if status.Status != "" {
+			uploadResult.Status = status.Status
+		}
+	}
+	if statusErr != nil {
+		uploadResult.StatusError = redactTokenString(statusErr.Error(), token)
+		return uploadResult, nil
+	}
+	if status.Status == "failed" {
+		return uploadResult, fmt.Errorf("distributor run %q failed: %s", status.RunID, uploadResult.RunStatus.Error)
+	}
+	return uploadResult, nil
+}
+
+func waitForRunStatus(ctx context.Context, client uploadClient, runID string, poll bool) (runStatus, error) {
+	status, err := client.Status(ctx, runID)
+	if err != nil || terminalRunStatus(status.Status) || !poll {
+		return status, err
+	}
+
+	for {
+		timer := time.NewTimer(statusPollInterval)
+		select {
+		case <-ctx.Done():
+			timer.Stop()
+			return status, fmt.Errorf("distributor run %q did not reach terminal status before timeout: %w", runID, ctx.Err())
+		case <-timer.C:
+		}
+
+		next, err := client.Status(ctx, runID)
+		if err != nil {
+			return status, err
+		}
+		status = next
+		if terminalRunStatus(status.Status) {
+			return status, nil
+		}
+	}
+}
+
+func terminalRunStatus(status string) bool {
+	return status == "succeeded" || status == "failed"
+}
+
+type distributorUploadClient struct {
+	client *distributorupload.Client
+}
+
+func newDistributorUploadClient(endpoint, token string, timeout time.Duration) (uploadClient, error) {
+	httpClient := (*http.Client)(nil)
+	if timeout > 0 {
+		httpClient = &http.Client{Timeout: timeout}
+	}
+	client, err := distributorupload.NewClient(distributorupload.ClientOptions{
+		Endpoint:   endpoint,
+		Token:      token,
+		HTTPClient: httpClient,
+	})
+	if err != nil {
+		return nil, err
+	}
+	return distributorUploadClient{client: client}, nil
+}
+
+func (c distributorUploadClient) UploadFiles(ctx context.Context, opts uploadFilesOptions) (uploadFilesResult, error) {
+	files := make([]distributorbundle.BundleFile, 0, len(opts.Files))
+	for _, file := range opts.Files {
+		files = append(files, distributorbundle.BundleFile{
+			SourcePath: file.SourcePath,
+			Path:       file.BundlePath,
+		})
+	}
+	result, err := c.client.UploadFiles(ctx, distributorupload.UploadFilesOptions{
+		PipelineID:     opts.PipelineID,
+		ID:             opts.BundleID,
+		Created:        opts.CreatedAt,
+		IdempotencyKey: opts.IdempotencyKey,
+		Files:          files,
+	})
+	if err != nil {
+		return uploadFilesResult{}, err
+	}
+	return uploadFilesResult{
+		RunID:  result.RunID,
+		Status: result.Status,
+	}, nil
+}
+
+func (c distributorUploadClient) Status(ctx context.Context, runID string) (runStatus, error) {
+	status, err := c.client.Status(ctx, runID)
+	if err != nil {
+		return runStatus{}, err
+	}
+	return runStatus{
+		RunID:      status.RunID,
+		PipelineID: status.PipelineID,
+		Status:     status.Status,
+		AcceptedAt: status.AcceptedAt,
+		StartedAt:  status.StartedAt,
+		FinishedAt: status.FinishedAt,
+		Report:     append(json.RawMessage(nil), status.Report...),
+		Error:      status.Error,
+	}, nil
+}
+
+type uploadErrorContext struct {
+	Endpoint       string
+	PipelineID     string
+	BundleID       string
+	IdempotencyKey string
+	SourcePaths    []string
+	BundlePaths    []string
+	Token          string
+}
+
+func wrapUploadError(err error, ctx uploadErrorContext) error {
+	var conflict *distributorupload.IdempotencyConflictError
+	isConflict := errors.As(err, &conflict)
+	err = redactToken(err, ctx.Token)
+	if isConflict {
+		return &IdempotencyConflictError{
+			Err: fmt.Errorf("upload distributor bundle %q to pipeline %q at endpoint %q with idempotency key %q from sources %q as bundle paths %q: idempotency conflict: %w", ctx.BundleID, ctx.PipelineID, ctx.Endpoint, ctx.IdempotencyKey, ctx.SourcePaths, ctx.BundlePaths, err),
+		}
+	}
+	return fmt.Errorf("upload distributor bundle %q to pipeline %q at endpoint %q with idempotency key %q from sources %q as bundle paths %q: %w", ctx.BundleID, ctx.PipelineID, ctx.Endpoint, ctx.IdempotencyKey, ctx.SourcePaths, ctx.BundlePaths, err)
+}
+
+func uploadSourcePaths(files []UploadFile) []string {
+	paths := make([]string, 0, len(files))
+	for _, file := range files {
+		paths = append(paths, file.SourcePath)
+	}
+	return paths
+}
+
+func uploadBundlePaths(files []UploadFile) []string {
+	paths := make([]string, 0, len(files))
+	for _, file := range files {
+		paths = append(paths, file.BundlePath)
+	}
+	return paths
+}
+
+func redactToken(err error, token string) error {
+	if err == nil || token == "" {
+		return err
+	}
+	return errors.New(redactTokenString(err.Error(), token))
+}
+
+func redactTokenString(value, token string) string {
+	if token == "" {
+		return value
+	}
+	return strings.ReplaceAll(value, token, "[redacted]")
+}

internal/adapters/distributor/client_test.go

@@ -0,0 +1,406 @@
+package distributor
+
+import (
+	"context"
+	"encoding/json"
+	"errors"
+	"fmt"
+	"strings"
+	"testing"
+	"time"
+
+	distributorupload "gitea.maximumdirect.net/eric/distributor/pkg/upload"
+
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/config"
+)
+
+func TestUploadUsesConfiguredClientAndFiles(t *testing.T) {
+	cfg := config.Defaults().Notify.Distributor
+	cfg.Endpoint = "https://distributor.example.test"
+	cfg.TokenEnv = "DISTRIBUTOR_UPLOAD_TOKEN"
+	cfg.Timeout = 15 * time.Second
+	t.Setenv(cfg.TokenEnv, "secret-token")
+
+	factory := &fakeUploadFactory{
+		client: &fakeUploadClient{
+			result: uploadFilesResult{RunID: "run-123", Status: "accepted"},
+			status: runStatus{RunID: "run-123", PipelineID: "reports", Status: "succeeded", Report: json.RawMessage(`{"actions":[{"action":"replace_older"}]}`)},
+		},
+	}
+	client := newClient(cfg, factory.newClient)
+
+	result, err := client.Upload(context.Background(), UploadRequest{
+		PipelineID:     "weatherreporter.daily",
+		BundleID:       "weatherreporter.home.daily.run",
+		IdempotencyKey: "weatherreporter.home.daily.run",
+		Files: []UploadFile{
+			{SourcePath: "/tmp/report.md", BundlePath: "2026-06-07/daily/report.md"},
+			{SourcePath: "/tmp/report.md", BundlePath: "2026-06-07/daily/latest.md"},
+		},
+		CreatedAt: time.Date(2026, 6, 7, 12, 0, 0, 123, time.UTC),
+	})
+	if err != nil {
+		t.Fatalf("Upload() error = %v", err)
+	}
+	if result.RunID != "run-123" || result.Status != "succeeded" || result.UploadStatus != "accepted" {
+		t.Fatalf("result = %#v, want accepted run", result)
+	}
+	if result.RunStatus == nil || result.RunStatus.PipelineID != "reports" || !strings.Contains(string(result.RunStatus.Report), "replace_older") {
+		t.Fatalf("RunStatus = %#v, want parsed run report", result.RunStatus)
+	}
+	if factory.endpoint != cfg.Endpoint {
+		t.Fatalf("factory endpoint = %q, want %q", factory.endpoint, cfg.Endpoint)
+	}
+	if factory.token != "secret-token" {
+		t.Fatalf("factory token = %q, want secret-token", factory.token)
+	}
+	if factory.timeout != 15*time.Second {
+		t.Fatalf("factory timeout = %s, want 15s", factory.timeout)
+	}
+	got := factory.client.opts
+	if got.PipelineID != "weatherreporter.daily" {
+		t.Fatalf("PipelineID = %q, want weatherreporter.daily", got.PipelineID)
+	}
+	if got.BundleID != "weatherreporter.home.daily.run" {
+		t.Fatalf("BundleID = %q, want weatherreporter.home.daily.run", got.BundleID)
+	}
+	if got.IdempotencyKey != "weatherreporter.home.daily.run" {
+		t.Fatalf("IdempotencyKey = %q, want weatherreporter.home.daily.run", got.IdempotencyKey)
+	}
+	if len(got.Files) != 2 {
+		t.Fatalf("files = %#v, want two mappings", got.Files)
+	}
+	if got.Files[0].SourcePath != "/tmp/report.md" || got.Files[0].BundlePath != "2026-06-07/daily/report.md" {
+		t.Fatalf("first file = %#v, want archive mapping", got.Files[0])
+	}
+	if got.Files[1].SourcePath != "/tmp/report.md" || got.Files[1].BundlePath != "2026-06-07/daily/latest.md" {
+		t.Fatalf("second file = %#v, want latest mapping", got.Files[1])
+	}
+	if got.CreatedAt.IsZero() {
+		t.Fatal("CreatedAt is zero, want generated report timestamp")
+	}
+	if factory.client.statusRunID != "run-123" {
+		t.Fatalf("Status runID = %q, want run-123", factory.client.statusRunID)
+	}
+}
+
+func TestUploadRejectsMissingInputs(t *testing.T) {
+	cfg := config.Defaults().Notify.Distributor
+	t.Setenv(cfg.TokenEnv, "secret-token")
+
+	tests := []struct {
+		name    string
+		mutate  func(*Client, *UploadRequest)
+		wantErr string
+	}{
+		{
+			name: "Token",
+			mutate: func(c *Client, req *UploadRequest) {
+				t.Setenv(c.TokenEnv, "")
+			},
+			wantErr: "token environment variable",
+		},
+		{
+			name: "PipelineID",
+			mutate: func(c *Client, req *UploadRequest) {
+				req.PipelineID = ""
+			},
+			wantErr: "pipeline id is required",
+		},
+		{
+			name: "Files",
+			mutate: func(c *Client, req *UploadRequest) {
+				req.Files = nil
+			},
+			wantErr: "upload files are required",
+		},
+		{
+			name: "SourcePath",
+			mutate: func(c *Client, req *UploadRequest) {
+				req.Files[0].SourcePath = ""
+			},
+			wantErr: "source path is required",
+		},
+		{
+			name: "BundlePath",
+			mutate: func(c *Client, req *UploadRequest) {
+				req.Files[0].BundlePath = ""
+			},
+			wantErr: "bundle path is required",
+		},
+		{
+			name: "UploadClientFactory",
+			mutate: func(c *Client, req *UploadRequest) {
+				c.newUploadClient = nil
+			},
+			wantErr: "upload client factory is required",
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			t.Setenv(cfg.TokenEnv, "secret-token")
+			client := newClient(cfg, (&fakeUploadFactory{client: &fakeUploadClient{}}).newClient)
+			req := validUploadRequest()
+			tt.mutate(client, &req)
+
+			_, err := client.Upload(context.Background(), req)
+			if err == nil {
+				t.Fatal("Upload() error = nil, want error")
+			}
+			if !strings.Contains(err.Error(), tt.wantErr) {
+				t.Fatalf("error = %q, want %q", err.Error(), tt.wantErr)
+			}
+			if strings.Contains(err.Error(), "secret-token") {
+				t.Fatalf("error = %q, want no token value", err.Error())
+			}
+		})
+	}
+}
+
+func TestUploadWrapsFactoryErrorWithoutToken(t *testing.T) {
+	cfg := config.Defaults().Notify.Distributor
+	cfg.Endpoint = "https://distributor.example.test"
+	t.Setenv(cfg.TokenEnv, "secret-token")
+	factory := &fakeUploadFactory{
+		err: fmt.Errorf("factory failed with secret-token"),
+	}
+	client := newClient(cfg, factory.newClient)
+
+	_, err := client.Upload(context.Background(), validUploadRequest())
+	if err == nil {
+		t.Fatal("Upload() error = nil, want error")
+	}
+	if strings.Contains(err.Error(), "secret-token") {
+		t.Fatalf("error = %q, want no token value", err.Error())
+	}
+	if !strings.Contains(err.Error(), cfg.Endpoint) {
+		t.Fatalf("error = %q, want endpoint context", err.Error())
+	}
+}
+
+func TestUploadWrapsUploadFailureWithContextWithoutToken(t *testing.T) {
+	cfg := config.Defaults().Notify.Distributor
+	cfg.Endpoint = "https://distributor.example.test"
+	t.Setenv(cfg.TokenEnv, "secret-token")
+	factory := &fakeUploadFactory{
+		client: &fakeUploadClient{err: fmt.Errorf("server rejected secret-token")},
+	}
+	client := newClient(cfg, factory.newClient)
+	req := validUploadRequest()
+
+	_, err := client.Upload(context.Background(), req)
+	if err == nil {
+		t.Fatal("Upload() error = nil, want error")
+	}
+	for _, want := range []string{cfg.Endpoint, req.PipelineID, req.BundleID, req.IdempotencyKey, req.Files[0].SourcePath, req.Files[0].BundlePath, req.Files[1].BundlePath} {
+		if !strings.Contains(err.Error(), want) {
+			t.Fatalf("error = %q, want context %q", err.Error(), want)
+		}
+	}
+	if strings.Contains(err.Error(), "secret-token") {
+		t.Fatalf("error = %q, want no token value", err.Error())
+	}
+}
+
+func TestUploadReturnsAcceptedWhenStatusLookupFails(t *testing.T) {
+	cfg := config.Defaults().Notify.Distributor
+	cfg.Endpoint = "https://distributor.example.test"
+	t.Setenv(cfg.TokenEnv, "secret-token")
+	factory := &fakeUploadFactory{
+		client: &fakeUploadClient{
+			result:    uploadFilesResult{RunID: "run-123", Status: "accepted"},
+			statusErr: fmt.Errorf("status rejected secret-token"),
+		},
+	}
+	client := newClient(cfg, factory.newClient)
+
+	result, err := client.Upload(context.Background(), validUploadRequest())
+	if err != nil {
+		t.Fatalf("Upload() error = %v, want accepted upload despite status lookup failure", err)
+	}
+	if result.Status != "accepted" || result.StatusError == "" {
+		t.Fatalf("result = %#v, want accepted status with status error", result)
+	}
+	if strings.Contains(result.StatusError, "secret-token") {
+		t.Fatalf("StatusError = %q, want token redacted", result.StatusError)
+	}
+}
+
+func TestUploadPollsUntilTerminalStatus(t *testing.T) {
+	cfg := config.Defaults().Notify.Distributor
+	cfg.Endpoint = "https://distributor.example.test"
+	cfg.Timeout = 2 * time.Second
+	t.Setenv(cfg.TokenEnv, "secret-token")
+	factory := &fakeUploadFactory{
+		client: &fakeUploadClient{
+			result: uploadFilesResult{RunID: "run-123", Status: "accepted"},
+			statuses: []runStatus{
+				{RunID: "run-123", Status: "accepted"},
+				{RunID: "run-123", Status: "succeeded", Report: json.RawMessage(`{"actions":[{"action":"replace_older"}]}`)},
+			},
+		},
+	}
+	client := newClient(cfg, factory.newClient)
+
+	result, err := client.Upload(context.Background(), validUploadRequest())
+	if err != nil {
+		t.Fatalf("Upload() error = %v", err)
+	}
+	if result.Status != "succeeded" || result.RunStatus == nil || !strings.Contains(string(result.RunStatus.Report), "replace_older") {
+		t.Fatalf("result = %#v, want terminal succeeded status with run report", result)
+	}
+	if factory.client.statusCalls != 2 {
+		t.Fatalf("status calls = %d, want 2", factory.client.statusCalls)
+	}
+}
+
+func TestUploadReturnsLatestStatusWhenPollingTimesOut(t *testing.T) {
+	cfg := config.Defaults().Notify.Distributor
+	cfg.Endpoint = "https://distributor.example.test"
+	cfg.Timeout = time.Millisecond
+	t.Setenv(cfg.TokenEnv, "secret-token")
+	factory := &fakeUploadFactory{
+		client: &fakeUploadClient{
+			result: uploadFilesResult{RunID: "run-123", Status: "accepted"},
+			status: runStatus{RunID: "run-123", Status: "running"},
+		},
+	}
+	client := newClient(cfg, factory.newClient)
+
+	result, err := client.Upload(context.Background(), validUploadRequest())
+	if err != nil {
+		t.Fatalf("Upload() error = %v, want accepted upload with status timeout recorded", err)
+	}
+	if result.Status != "running" || result.StatusError == "" {
+		t.Fatalf("result = %#v, want latest status and status timeout", result)
+	}
+}
+
+func TestUploadFailsWhenDistributorRunFailed(t *testing.T) {
+	cfg := config.Defaults().Notify.Distributor
+	cfg.Endpoint = "https://distributor.example.test"
+	t.Setenv(cfg.TokenEnv, "secret-token")
+	factory := &fakeUploadFactory{
+		client: &fakeUploadClient{
+			result: uploadFilesResult{RunID: "run-123", Status: "accepted"},
+			status: runStatus{
+				RunID:  "run-123",
+				Status: "failed",
+				Error:  "destination rejected secret-token",
+				Report: json.RawMessage(`{"actions":[{"action":"failed"}]}`),
+			},
+		},
+	}
+	client := newClient(cfg, factory.newClient)
+
+	result, err := client.Upload(context.Background(), validUploadRequest())
+	if err == nil {
+		t.Fatal("Upload() error = nil, want failed distributor run error")
+	}
+	if result.RunStatus == nil || result.RunStatus.Status != "failed" || !strings.Contains(string(result.RunStatus.Report), "failed") {
+		t.Fatalf("result = %#v, want failed run status report", result)
+	}
+	if strings.Contains(err.Error(), "secret-token") || strings.Contains(result.RunStatus.Error, "secret-token") {
+		t.Fatalf("error/result leaked token: err=%q result=%#v", err.Error(), result)
+	}
+}
+
+func TestUploadPreservesIdempotencyConflictDiagnosis(t *testing.T) {
+	cfg := config.Defaults().Notify.Distributor
+	cfg.Endpoint = "https://distributor.example.test"
+	t.Setenv(cfg.TokenEnv, "secret-token")
+	factory := &fakeUploadFactory{
+		client: &fakeUploadClient{
+			err: &distributorupload.IdempotencyConflictError{
+				HTTPError: distributorupload.HTTPError{
+					StatusCode: 409,
+					Status:     "409 Conflict",
+					Message:    "conflicting upload for secret-token",
+				},
+			},
+		},
+	}
+	client := newClient(cfg, factory.newClient)
+
+	_, err := client.Upload(context.Background(), validUploadRequest())
+	if err == nil {
+		t.Fatal("Upload() error = nil, want error")
+	}
+	var conflict *IdempotencyConflictError
+	if !errors.As(err, &conflict) {
+		t.Fatalf("Upload() error = %T %v, want IdempotencyConflictError", err, err)
+	}
+	if !strings.Contains(err.Error(), "idempotency conflict") {
+		t.Fatalf("error = %q, want idempotency conflict diagnosis", err.Error())
+	}
+	if strings.Contains(err.Error(), "secret-token") {
+		t.Fatalf("error = %q, want no token value", err.Error())
+	}
+}
+
+func validUploadRequest() UploadRequest {
+	return UploadRequest{
+		PipelineID:     "weatherreporter.daily",
+		BundleID:       "weatherreporter.home.daily.run",
+		IdempotencyKey: "weatherreporter.home.daily.run",
+		Files: []UploadFile{
+			{SourcePath: "/tmp/report.md", BundlePath: "2026-06-07/daily/report.md"},
+			{SourcePath: "/tmp/report.md", BundlePath: "2026-06-07/daily/latest.md"},
+		},
+		CreatedAt: time.Date(2026, 6, 7, 12, 0, 0, 123, time.UTC),
+	}
+}
+
+type fakeUploadFactory struct {
+	endpoint string
+	token    string
+	timeout  time.Duration
+	client   *fakeUploadClient
+	err      error
+}
+
+func (f *fakeUploadFactory) newClient(endpoint, token string, timeout time.Duration) (uploadClient, error) {
+	f.endpoint = endpoint
+	f.token = token
+	f.timeout = timeout
+	if f.err != nil {
+		return nil, f.err
+	}
+	return f.client, nil
+}
+
+type fakeUploadClient struct {
+	opts        uploadFilesOptions
+	statusRunID string
+	statusCalls int
+	result      uploadFilesResult
+	status      runStatus
+	statuses    []runStatus
+	err         error
+	statusErr   error
+}
+
+func (c *fakeUploadClient) UploadFiles(ctx context.Context, opts uploadFilesOptions) (uploadFilesResult, error) {
+	c.opts = opts
+	if c.err != nil {
+		return uploadFilesResult{}, c.err
+	}
+	return c.result, nil
+}
+
+func (c *fakeUploadClient) Status(ctx context.Context, runID string) (runStatus, error) {
+	c.statusRunID = runID
+	c.statusCalls++
+	if c.statusErr != nil {
+		return runStatus{}, c.statusErr
+	}
+	if len(c.statuses) > 0 {
+		index := c.statusCalls - 1
+		if index >= len(c.statuses) {
+			index = len(c.statuses) - 1
+		}
+		return c.statuses[index], nil
+	}
+	return c.status, nil
+}

internal/adapters/promptkit/adapter.go

@@ -0,0 +1,319 @@
+// Package promptkitadapter implements promptexec with Promptkit.
+package promptkitadapter
+
+import (
+	"context"
+	"encoding/json"
+	"errors"
+	"fmt"
+	"time"
+
+	promptkit "gitea.maximumdirect.net/eric/promptkit"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/promptassets"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/promptexec"
+)
+
+// Config selects the Promptkit sources and optional local backend for one engine.
+type Config struct {
+	ProfileDirectory      string
+	ProfileFile           string
+	LocalEndpoint         string
+	LocalConcurrencyLimit int
+	Timeout               time.Duration
+}
+
+// Adapter owns one Promptkit engine and its opaque prepared execution handles.
+type Adapter struct {
+	engine *promptkit.Engine
+}
+
+var _ promptexec.Executor = (*Adapter)(nil)
+
+// New constructs a Promptkit-backed executor from Weatherreporter-owned settings.
+func New(config Config) (*Adapter, error) {
+	return newAdapter(config)
+}
+
+func newAdapter(config Config, additionalOptions ...promptkit.Option) (*Adapter, error) {
+	if config.ProfileDirectory != "" && config.ProfileFile != "" {
+		return nil, promptexec.NewError(promptexec.InvalidConfiguration, "profile directory and profile file cannot both be configured", nil)
+	}
+	if config.LocalEndpoint == "" && config.LocalConcurrencyLimit != 0 {
+		return nil, promptexec.NewError(promptexec.InvalidConfiguration, "local concurrency requires a local endpoint", nil)
+	}
+
+	options := []promptkit.Option{
+		promptkit.WithPromptFS(promptassets.PromptFS(), "."),
+		promptkit.WithSchemaFS(promptassets.SchemaFS(), "."),
+		promptkit.WithFallbackProfileFS(promptassets.ProfileFS(), "."),
+	}
+	if config.ProfileFile != "" {
+		options = append(options, promptkit.WithProfileFile(config.ProfileFile))
+	}
+	if config.LocalEndpoint != "" {
+		options = append(options, promptkit.WithBackend(promptkit.LocalBackend(config.LocalEndpoint, config.LocalConcurrencyLimit)))
+	}
+	options = append(options, additionalOptions...)
+	engine, err := promptkit.NewEngine(promptkit.Config{
+		ProfileDir: config.ProfileDirectory,
+		Timeout:    config.Timeout,
+	}, options...)
+	if err != nil {
+		return nil, classifyConfigurationError(err)
+	}
+	return &Adapter{engine: engine}, nil
+}
+
+func newAdapterForTest(config Config, client promptkit.LLMClient) (*Adapter, error) {
+	return newAdapter(config, promptkit.WithLLMClient(client))
+}
+
+// InspectPrompt maps an exact Promptkit prompt inspection into project-owned values.
+func (adapter *Adapter) InspectPrompt(ctx context.Context, promptID string, promptVersion string) (promptexec.PromptInspection, error) {
+	if adapter == nil || adapter.engine == nil {
+		return promptexec.PromptInspection{}, promptexec.NewError(promptexec.InvalidConfiguration, "prompt executor is not configured", nil)
+	}
+	inspection, err := adapter.engine.InspectPrompt(ctx, promptID, promptVersion)
+	if err != nil {
+		return promptexec.PromptInspection{}, classifyError(err)
+	}
+	inputs := make([]promptexec.InputDefinition, len(inspection.Inputs))
+	for index, input := range inspection.Inputs {
+		inputs[index] = promptexec.InputDefinition{
+			Name:        input.Name,
+			Required:    input.Required,
+			ContentType: input.ContentType,
+			Description: input.Description,
+		}
+	}
+	return promptexec.PromptInspection{
+		PromptID:         inspection.PromptID,
+		PromptVersion:    inspection.PromptVersion,
+		PromptHash:       inspection.PromptHash,
+		DefaultProfileID: inspection.DefaultProfileID,
+		Inputs:           inputs,
+		Output:           outputContract(inspection.OutputContract),
+	}, nil
+}
+
+// InspectProfile maps one explicit Promptkit profile inspection into safe values.
+func (adapter *Adapter) InspectProfile(ctx context.Context, profileID string) (promptexec.ProfileInspection, error) {
+	if adapter == nil || adapter.engine == nil {
+		return promptexec.ProfileInspection{}, promptexec.NewError(promptexec.InvalidConfiguration, "prompt executor is not configured", nil)
+	}
+	inspection, err := adapter.engine.InspectProfile(ctx, profileID)
+	if err != nil {
+		return promptexec.ProfileInspection{}, classifyError(err)
+	}
+	return promptexec.ProfileInspection{
+		ProfileID:          inspection.ProfileID,
+		BackendID:          inspection.EffectiveModelParams.BackendID,
+		ModelName:          inspection.EffectiveModelParams.Model,
+		CredentialRequired: inspection.APIKeyRequired,
+		APIKeyEnv:          inspection.EffectiveModelParams.APIKeyEnv,
+	}, nil
+}
+
+// Execute prepares one exact inline data package, invokes prepared after a
+// successful preparation, and then runs the same opaque prepared handle.
+func (adapter *Adapter) Execute(ctx context.Context, request promptexec.ExecuteRequest, preparedCallback promptexec.PreparationCallback) (*promptexec.Execution, error) {
+	if adapter == nil || adapter.engine == nil {
+		return nil, promptexec.NewError(promptexec.InvalidConfiguration, "prompt executor is not configured", nil)
+	}
+	prepared, err := adapter.engine.PrepareExecution(ctx, promptkit.RunRequest{
+		PromptID:      request.PromptID,
+		PromptVersion: request.PromptVersion,
+		ProfileID:     request.ProfileID,
+		Inputs:        map[string]promptkit.ArtifactRef{"data_package": promptkit.Inline(string(append([]byte(nil), request.DataPackage...)))},
+	})
+	if err != nil {
+		return nil, classifyError(err)
+	}
+	defer prepared.Discard()
+
+	details := prepared.Details()
+	preparation, debug := preparationValues(details, request.CaptureDebug)
+	if preparedCallback != nil {
+		if err := preparedCallback(preparation, debug); err != nil {
+			return nil, err
+		}
+	}
+
+	result, err := adapter.engine.RunPrepared(ctx, prepared)
+	if err != nil {
+		return nil, classifyError(err)
+	}
+	return executionValue(result, request.CaptureDebug), nil
+}
+
+func outputContract(value promptkit.OutputContract) promptexec.OutputContract {
+	return promptexec.OutputContract{
+		Format:         string(value.Format),
+		ValidationMode: string(value.ValidationMode),
+		SchemaPath:     value.SchemaPath,
+	}
+}
+
+func preparationValues(value promptkit.PreparedRun, captureDebug bool) (promptexec.Preparation, *promptexec.PreparationDebug) {
+	preparation := promptexec.Preparation{
+		PromptID:           value.PromptID,
+		PromptVersion:      value.PromptVersion,
+		PromptHash:         value.PromptHash,
+		RenderedPromptHash: value.RenderedPromptHash,
+		InputHashes:        copyInputHashes(value.InputHashes),
+		ProfileID:          value.SelectedProfileID,
+		BackendID:          value.SelectedBackendID,
+		ModelName:          value.EffectiveModelParams.Model,
+		Output:             outputContract(value.OutputContract),
+		StartedAt:          value.StartTime,
+		EndedAt:            value.EndTime,
+		Duration:           time.Duration(value.DurationMS) * time.Millisecond,
+	}
+	if !captureDebug {
+		return preparation, nil
+	}
+	debug := &promptexec.PreparationDebug{
+		RenderedMessages: renderedMessages(value.Messages),
+		Endpoint:         value.EffectiveModelParams.Endpoint,
+		ParametersJSON:   marshalDebugParameters(value.EffectiveModelParams),
+	}
+	if value.StructuredOutput != nil && value.StructuredOutput.JSONSchema != nil {
+		debug.StructuredSchema, _ = json.Marshal(value.StructuredOutput.JSONSchema.Schema)
+	}
+	return preparation, debug
+}
+
+func executionValue(value *promptkit.RunResult, captureDebug bool) *promptexec.Execution {
+	if value == nil {
+		return nil
+	}
+	validation := promptexec.NewValidation(
+		promptexec.ValidationStatus(value.Validation.Status),
+		string(value.Validation.Mode),
+		value.Validation.SchemaPath,
+		value.Validation.Errors,
+	)
+	execution := &promptexec.Execution{
+		RunID:              value.RunID,
+		PromptID:           value.PromptID,
+		PromptVersion:      value.PromptVersion,
+		PromptHash:         value.PromptHash,
+		RenderedPromptHash: value.RenderedPromptHash,
+		InputHashes:        copyInputHashes(value.InputHashes),
+		ProfileID:          value.SelectedProfileID,
+		BackendID:          value.SelectedBackendID,
+		ModelName:          value.ModelName,
+		GeneratedHash:      value.Artifact.Hash,
+		Usage: promptexec.TokenUsage{
+			PromptTokens:     value.Usage.PromptTokens,
+			CompletionTokens: value.Usage.CompletionTokens,
+			TotalTokens:      value.Usage.TotalTokens,
+			CachedTokens:     value.Usage.CachedTokens,
+			CacheWriteTokens: value.Usage.CacheWriteTokens,
+		},
+		StartedAt:  value.StartTime,
+		EndedAt:    value.EndTime,
+		Duration:   value.Duration,
+		Validation: validation,
+		RawOutput:  []byte(value.RawOutput),
+	}
+	if captureDebug {
+		execution.Debug = &promptexec.ExecutionDebug{
+			RawOutput:             append([]byte(nil), value.RawOutput...),
+			ValidationDiagnostics: append([]string(nil), validation.Diagnostics...),
+		}
+	}
+	return execution
+}
+
+func renderedMessages(values []promptkit.RenderedMessage) []promptexec.RenderedMessage {
+	messages := make([]promptexec.RenderedMessage, len(values))
+	for index, value := range values {
+		messages[index] = promptexec.RenderedMessage{Role: value.Role, Content: value.Content}
+	}
+	return messages
+}
+
+func copyInputHashes(values map[string]string) map[string]string {
+	if values == nil {
+		return nil
+	}
+	copy := make(map[string]string, len(values))
+	for key, value := range values {
+		copy[key] = value
+	}
+	return copy
+}
+
+func marshalDebugParameters(value promptkit.ExecutionTarget) []byte {
+	parameters := struct {
+		Temperature     float64        `json:"temperature"`
+		MaxTokens       int            `json:"max_tokens"`
+		TopP            float64        `json:"top_p"`
+		TimeoutSeconds  int            `json:"timeout_seconds"`
+		ServiceTier     string         `json:"service_tier"`
+		ReasoningEffort string         `json:"reasoning_effort"`
+		ExtraParams     map[string]any `json:"extra_params"`
+	}{
+		Temperature:     value.Temperature,
+		MaxTokens:       value.MaxTokens,
+		TopP:            value.TopP,
+		TimeoutSeconds:  value.TimeoutSeconds,
+		ServiceTier:     value.ServiceTier,
+		ReasoningEffort: value.ReasoningEffort,
+		ExtraParams:     value.ExtraParams,
+	}
+	data, _ := json.Marshal(parameters)
+	return data
+}
+
+func classifyConfigurationError(err error) error {
+	if err == nil {
+		return nil
+	}
+	return promptexec.NewError(promptexec.InvalidConfiguration, "prompt executor configuration is invalid", err)
+}
+
+func classifyError(err error) error {
+	if err == nil {
+		return nil
+	}
+	if errors.Is(err, context.Canceled) {
+		return promptexec.NewError(promptexec.Canceled, "prompt operation was canceled", err)
+	}
+	if errors.Is(err, context.DeadlineExceeded) {
+		return promptexec.NewError(promptexec.DeadlineExceeded, "prompt operation exceeded its deadline", err)
+	}
+	var capacityError *promptkit.CapacityError
+	if errors.As(err, &capacityError) {
+		return promptexec.NewCapacityError(capacityError.BackendID, "prompt backend capacity is unavailable", err)
+	}
+	switch {
+	case errors.Is(err, promptkit.ErrInvalidConfig):
+		return promptexec.NewError(promptexec.InvalidConfiguration, "prompt executor configuration is invalid", err)
+	case errors.Is(err, promptkit.ErrPromptNotFound):
+		return promptexec.NewError(promptexec.PromptNotFound, "prompt definition was not found", err)
+	case errors.Is(err, promptkit.ErrPromptLoad):
+		return promptexec.NewError(promptexec.PromptLoad, "prompt definition could not be loaded", err)
+	case errors.Is(err, promptkit.ErrProfileNotFound):
+		return promptexec.NewError(promptexec.ProfileNotFound, "execution profile was not found", err)
+	case errors.Is(err, promptkit.ErrProfileLoad):
+		return promptexec.NewError(promptexec.ProfileLoad, "execution profile could not be loaded", err)
+	case errors.Is(err, promptkit.ErrAPIKeyEnvMissing):
+		return promptexec.NewError(promptexec.MissingCredential, "execution credential is unavailable", err)
+	case errors.Is(err, promptkit.ErrArtifactLoad):
+		return promptexec.NewError(promptexec.ArtifactLoad, "prompt input could not be loaded", err)
+	case errors.Is(err, promptkit.ErrPromptRender):
+		return promptexec.NewError(promptexec.PromptRender, "prompt could not be rendered", err)
+	case errors.Is(err, promptkit.ErrCapacityExceeded):
+		return promptexec.NewCapacityError("", "prompt backend capacity is unavailable", err)
+	case errors.Is(err, promptkit.ErrLLMGenerate):
+		return promptexec.NewError(promptexec.Generation, "prompt generation failed", err)
+	case errors.Is(err, promptkit.ErrValidation):
+		return promptexec.NewError(promptexec.OperationalValidation, "prompt output validation could not be completed", err)
+	case errors.Is(err, promptkit.ErrInvalidRequest), errors.Is(err, promptkit.ErrProfileRequired):
+		return promptexec.NewError(promptexec.InvalidRequest, "prompt execution request is invalid", err)
+	default:
+		return promptexec.NewError(promptexec.Generation, "prompt operation failed", fmt.Errorf("%w", err))
+	}
+}

internal/adapters/promptkit/adapter_test.go

@@ -0,0 +1,548 @@
+package promptkitadapter
+
+import (
+	"context"
+	"errors"
+	"fmt"
+	"os"
+	"path/filepath"
+	"strings"
+	"sync"
+	"testing"
+	"time"
+
+	promptkit "gitea.maximumdirect.net/eric/promptkit"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/promptexec"
+)
+
+type fakeClient struct {
+	mu       sync.Mutex
+	response *promptkit.GenerateResponse
+	err      error
+	calls    int
+	requests []promptkit.GenerateRequest
+	block    bool
+}
+
+type recordingReader struct {
+	ref promptkit.ArtifactRef
+}
+
+func (reader *recordingReader) Read(_ context.Context, ref promptkit.ArtifactRef) (*promptkit.Artifact, error) {
+	reader.ref = ref
+	return &promptkit.Artifact{
+		Name:        "data_package",
+		ContentType: "application/yaml",
+		Body:        []byte(ref.Body),
+		URI:         ref.URI,
+		Hash:        "input-hash",
+	}, nil
+}
+
+func (client *fakeClient) Generate(ctx context.Context, request promptkit.GenerateRequest) (*promptkit.GenerateResponse, error) {
+	client.mu.Lock()
+	client.calls++
+	client.requests = append(client.requests, request)
+	block := client.block
+	response := client.response
+	err := client.err
+	client.mu.Unlock()
+	if block {
+		<-ctx.Done()
+		return nil, ctx.Err()
+	}
+	return response, err
+}
+
+func (client *fakeClient) callCount() int {
+	client.mu.Lock()
+	defer client.mu.Unlock()
+	return client.calls
+}
+
+func (client *fakeClient) request() promptkit.GenerateRequest {
+	client.mu.Lock()
+	defer client.mu.Unlock()
+	return client.requests[0]
+}
+
+func TestInspectPromptAndProfile(t *testing.T) {
+	adapter := newTestAdapter(t, &fakeClient{})
+	inspection, err := adapter.InspectPrompt(context.Background(), "weather.daily_generated_text", "2.0.0")
+	if err != nil {
+		t.Fatalf("InspectPrompt() error = %v", err)
+	}
+	if inspection.PromptID != "weather.daily_generated_text" || inspection.PromptVersion != "2.0.0" || inspection.DefaultProfileID != "weather-balanced" {
+		t.Fatalf("inspection = %#v", inspection)
+	}
+	if len(inspection.Inputs) != 1 || inspection.Inputs[0].Name != "data_package" || !inspection.Inputs[0].Required || inspection.Inputs[0].ContentType != "application/yaml" {
+		t.Fatalf("inputs = %#v", inspection.Inputs)
+	}
+	if inspection.Output.Format != "json" || inspection.Output.ValidationMode != "json_schema" || inspection.Output.SchemaPath != "daily.generated_text.schema.json" {
+		t.Fatalf("output = %#v", inspection.Output)
+	}
+
+	profile, err := adapter.InspectProfile(context.Background(), "test-profile")
+	if err != nil {
+		t.Fatalf("InspectProfile() error = %v", err)
+	}
+	if profile.ProfileID != "test-profile" || profile.BackendID != "" || profile.ModelName != "test-model" || profile.CredentialRequired {
+		t.Fatalf("profile = %#v", profile)
+	}
+	if strings.Contains(fmt.Sprintf("%#v", profile), "https://profile.example") {
+		t.Fatalf("profile leaks endpoint: %#v", profile)
+	}
+
+	builtin, err := adapter.InspectProfile(context.Background(), "gemini-flash-latest")
+	if err != nil {
+		t.Fatalf("InspectProfile(builtin) error = %v", err)
+	}
+	if builtin.ProfileID != "gemini-flash-latest" || builtin.ModelName == "" {
+		t.Fatalf("builtin profile = %#v", builtin)
+	}
+}
+
+func TestEmbeddedProfilesAreAvailableToProductionAndTestAdapters(t *testing.T) {
+	adapter, err := New(Config{})
+	if err != nil {
+		t.Fatalf("New() error = %v", err)
+	}
+	for _, want := range []struct {
+		id      string
+		backend string
+		model   string
+	}{
+		{"weather-light", "openrouter", "deepseek/deepseek-v4-flash"},
+		{"weather-balanced", "openrouter", "~google/gemini-flash-latest"},
+		{"weather-deep", "openrouter", "~anthropic/claude-sonnet-latest"},
+	} {
+		t.Run(want.id, func(t *testing.T) {
+			assertProfile(t, adapter, want.id, want.backend, want.model)
+		})
+	}
+
+	testAdapter, err := newAdapterForTest(Config{}, &fakeClient{})
+	if err != nil {
+		t.Fatalf("newAdapterForTest() error = %v", err)
+	}
+	assertProfile(t, testAdapter, "weather-light", "openrouter", "deepseek/deepseek-v4-flash")
+}
+
+func TestConfiguredProfilesOverrideEmbeddedFallbacks(t *testing.T) {
+	file := writeProfileFile(t, `id: weather-light
+endpoint: https://local-file.example/v1
+model: file-light
+`)
+	fileAdapter, err := New(Config{ProfileFile: file})
+	if err != nil {
+		t.Fatalf("New(profile file) error = %v", err)
+	}
+	assertProfile(t, fileAdapter, "weather-light", "", "file-light")
+
+	directory := testProfileDirectory(t, `id: weather-light
+backend: local
+model: directory-light
+`)
+	directoryAdapter, err := New(Config{ProfileDirectory: directory, LocalEndpoint: "https://local-directory.example/v1"})
+	if err != nil {
+		t.Fatalf("New(profile directory) error = %v", err)
+	}
+	assertProfile(t, directoryAdapter, "weather-light", promptkit.BackendLocal, "directory-light")
+}
+
+func TestMaintainedWeatherLightLocalProfileExampleInspectsOffline(t *testing.T) {
+	adapter, err := New(Config{ProfileFile: filepath.Join("..", "..", "..", "examples", "weather-light-local-profile.yml")})
+	if err != nil {
+		t.Fatalf("New() error = %v", err)
+	}
+	assertProfile(t, adapter, "weather-light", "", "weather-local")
+}
+
+func TestProfileResolutionFallsThroughOnlyWhenTheConfiguredIDIsAbsent(t *testing.T) {
+	absentAdapter, err := New(Config{ProfileDirectory: testProfileDirectory(t, `id: other-profile
+backend: openrouter
+model: other-model
+`)})
+	if err != nil {
+		t.Fatalf("New(absent profile) error = %v", err)
+	}
+	assertProfile(t, absentAdapter, "weather-light", "openrouter", "deepseek/deepseek-v4-flash")
+
+	malformedAdapter, err := New(Config{ProfileDirectory: testProfileDirectory(t, `id: weather-light
+backend: openrouter
+`)})
+	if err != nil {
+		t.Fatalf("New(malformed profile) error = %v", err)
+	}
+	if _, err := malformedAdapter.InspectProfile(context.Background(), "weather-light"); err == nil {
+		t.Fatal("InspectProfile() error = nil, want malformed configured profile error")
+	}
+}
+
+func TestProfileResolutionPreservesBuiltInAndExplicitPrecedence(t *testing.T) {
+	adapter, err := New(Config{})
+	if err != nil {
+		t.Fatalf("New() error = %v", err)
+	}
+	builtin, err := adapter.InspectProfile(context.Background(), "gemini-flash-latest")
+	if err != nil {
+		t.Fatalf("InspectProfile(builtin) error = %v", err)
+	}
+	if builtin.ProfileID != "gemini-flash-latest" || builtin.BackendID != "openrouter" || builtin.ModelName == "" {
+		t.Fatalf("builtin profile = %#v", builtin)
+	}
+
+	explicit, err := newAdapter(Config{}, promptkit.WithProfiles(promptkit.Profile{
+		ID:       "weather-light",
+		Endpoint: "https://explicit.example/v1",
+		Model:    "explicit-light",
+	}))
+	if err != nil {
+		t.Fatalf("newAdapter(explicit profile) error = %v", err)
+	}
+	assertProfile(t, explicit, "weather-light", "", "explicit-light")
+}
+
+func TestExecuteUsesPreparedInlineDataPackage(t *testing.T) {
+	client := &fakeClient{response: validResponse()}
+	adapter := newTestAdapter(t, client)
+	request := testExecuteRequest()
+	callbackCalls := 0
+	result, err := adapter.Execute(context.Background(), request, func(preparation promptexec.Preparation, debug *promptexec.PreparationDebug) error {
+		callbackCalls++
+		if preparation.PromptID != request.PromptID || preparation.PromptVersion != request.PromptVersion || preparation.ModelName != "test-model" {
+			t.Fatalf("preparation = %#v", preparation)
+		}
+		if debug != nil {
+			t.Fatalf("debug = %#v, want nil", debug)
+		}
+		if client.callCount() != 0 {
+			t.Fatal("provider called before preparation callback")
+		}
+		return nil
+	})
+	if err != nil {
+		t.Fatalf("Execute() error = %v", err)
+	}
+	if callbackCalls != 1 || client.callCount() != 1 {
+		t.Fatalf("callback/provider calls = %d/%d, want 1/1", callbackCalls, client.callCount())
+	}
+	if result == nil || result.Validation.Status != promptexec.ValidationPassed || string(result.RawOutput) != client.response.Content {
+		t.Fatalf("result = %#v", result)
+	}
+	if result.Debug != nil {
+		t.Fatalf("debug = %#v, want nil", result.Debug)
+	}
+	providerRequest := client.request()
+	if providerRequest.Target.Model != "test-model" || providerRequest.Target.Endpoint != "https://profile.example/v1" {
+		t.Fatalf("provider target = %#v", providerRequest.Target)
+	}
+	if len(providerRequest.Prompt.Messages) == 0 || !strings.Contains(providerRequest.Prompt.Messages[2].Content, string(request.DataPackage)) {
+		t.Fatalf("rendered messages do not contain exact data package: %#v", providerRequest.Prompt.Messages)
+	}
+}
+
+func TestExecuteEmbeddedHourlyProfileThroughPreparedPath(t *testing.T) {
+	t.Setenv("OPENROUTER_API_KEY", "test-openrouter-key")
+	client := &fakeClient{response: hourlyValidResponse()}
+	adapter, err := newAdapter(Config{}, promptkit.WithLLMClient(client))
+	if err != nil {
+		t.Fatalf("newAdapter() error = %v", err)
+	}
+	request := promptexec.ExecuteRequest{
+		PromptID:      "weather.hourly_generated_text",
+		PromptVersion: "2.0.0",
+		ProfileID:     "weather-light",
+		DataPackage:   []byte("report:\n  id: hourly\nbriefing: {}\n"),
+	}
+	var preparation promptexec.Preparation
+	prepared := false
+	result, err := adapter.Execute(context.Background(), request, func(value promptexec.Preparation, _ *promptexec.PreparationDebug) error {
+		if client.callCount() != 0 {
+			t.Fatal("provider was called before preparation completed")
+		}
+		preparation = value
+		prepared = true
+		return nil
+	})
+	if err != nil {
+		t.Fatalf("Execute() error = %v", err)
+	}
+	if !prepared || preparation.ProfileID != "weather-light" || preparation.BackendID != "openrouter" || preparation.ModelName != "deepseek/deepseek-v4-flash" {
+		t.Fatalf("preparation = %#v", preparation)
+	}
+	if result == nil || result.ProfileID != "weather-light" || result.BackendID != "openrouter" || result.ModelName != "deepseek/deepseek-v4-flash" || result.Validation.Status != promptexec.ValidationPassed {
+		t.Fatalf("execution = %#v", result)
+	}
+	if client.callCount() != 1 || client.request().Target.Model != "deepseek/deepseek-v4-flash" {
+		t.Fatalf("provider calls/request = %d/%#v", client.callCount(), client.request())
+	}
+}
+
+func TestExecuteUsesExactInlineDataPackageProvenance(t *testing.T) {
+	client := &fakeClient{response: validResponse()}
+	reader := &recordingReader{}
+	adapter := newTestAdapterWithOptions(t, client, promptkit.WithArtifactReader(reader))
+	request := testExecuteRequest()
+	if _, err := adapter.Execute(context.Background(), request, nil); err != nil {
+		t.Fatalf("Execute() error = %v", err)
+	}
+	if reader.ref.Type != promptkit.ArtifactRefInline || reader.ref.URI != "" || reader.ref.Body != string(request.DataPackage) {
+		t.Fatalf("artifact ref = %#v, want exact inline data package provenance", reader.ref)
+	}
+}
+
+func TestExecuteCapturesSensitiveDebugOnlyWhenRequested(t *testing.T) {
+	client := &fakeClient{response: validResponse()}
+	adapter := newTestAdapter(t, client)
+	request := testExecuteRequest()
+	request.CaptureDebug = true
+	var preparationDebug *promptexec.PreparationDebug
+	result, err := adapter.Execute(context.Background(), request, func(preparation promptexec.Preparation, debug *promptexec.PreparationDebug) error {
+		preparationDebug = debug
+		if strings.Contains(fmt.Sprintf("%#v", preparation), "https://profile.example") || strings.Contains(fmt.Sprintf("%#v", preparation), string(request.DataPackage)) {
+			t.Fatalf("safe preparation leaks sensitive content: %#v", preparation)
+		}
+		return nil
+	})
+	if err != nil {
+		t.Fatalf("Execute() error = %v", err)
+	}
+	if preparationDebug == nil || preparationDebug.Endpoint != "https://profile.example/v1" || len(preparationDebug.RenderedMessages) == 0 || len(preparationDebug.StructuredSchema) == 0 || len(preparationDebug.ParametersJSON) == 0 {
+		t.Fatalf("preparation debug = %#v", preparationDebug)
+	}
+	if result.Debug == nil || string(result.Debug.RawOutput) != client.response.Content {
+		t.Fatalf("execution debug = %#v", result.Debug)
+	}
+}
+
+func TestExecuteCallbackFailurePreventsGeneration(t *testing.T) {
+	client := &fakeClient{response: validResponse()}
+	adapter := newTestAdapter(t, client)
+	callbackError := errors.New("save preparation")
+	result, err := adapter.Execute(context.Background(), testExecuteRequest(), func(promptexec.Preparation, *promptexec.PreparationDebug) error {
+		return callbackError
+	})
+	if result != nil || !errors.Is(err, callbackError) || client.callCount() != 0 {
+		t.Fatalf("result/error/provider calls = %#v/%v/%d", result, err, client.callCount())
+	}
+}
+
+func TestExecuteReturnsCompletedValidationRejection(t *testing.T) {
+	client := &fakeClient{response: &promptkit.GenerateResponse{Content: `{"summary":42}`, Usage: promptkit.TokenUsage{TotalTokens: 5}}}
+	adapter := newTestAdapter(t, client)
+	result, err := adapter.Execute(context.Background(), testExecuteRequest(), nil)
+	if err != nil {
+		t.Fatalf("Execute() error = %v", err)
+	}
+	if result == nil || result.Validation.Status != promptexec.ValidationFailed || len(result.Validation.Diagnostics) == 0 || string(result.RawOutput) != client.response.Content {
+		t.Fatalf("result = %#v", result)
+	}
+}
+
+func TestExecuteClassifiesOperationalFailures(t *testing.T) {
+	tests := []struct {
+		name     string
+		client   *fakeClient
+		context  func() (context.Context, context.CancelFunc)
+		category promptexec.ErrorCategory
+	}{
+		{
+			name:   "generation",
+			client: &fakeClient{err: errors.New("provider response body")},
+			context: func() (context.Context, context.CancelFunc) {
+				return context.WithCancel(context.Background())
+			},
+			category: promptexec.Generation,
+		},
+		{
+			name:   "canceled",
+			client: &fakeClient{block: true},
+			context: func() (context.Context, context.CancelFunc) {
+				ctx, cancel := context.WithCancel(context.Background())
+				cancel()
+				return ctx, func() {}
+			},
+			category: promptexec.Canceled,
+		},
+		{
+			name:   "deadline",
+			client: &fakeClient{block: true},
+			context: func() (context.Context, context.CancelFunc) {
+				return context.WithTimeout(context.Background(), time.Nanosecond)
+			},
+			category: promptexec.DeadlineExceeded,
+		},
+	}
+	for _, test := range tests {
+		t.Run(test.name, func(t *testing.T) {
+			adapter := newTestAdapter(t, test.client)
+			ctx, cancel := test.context()
+			defer cancel()
+			result, err := adapter.Execute(ctx, testExecuteRequest(), nil)
+			if result != nil || err == nil || promptexec.CategoryOf(err) != test.category {
+				t.Fatalf("result/error/category = %#v/%v/%q, want %q", result, err, promptexec.CategoryOf(err), test.category)
+			}
+			if strings.Contains(err.Error(), "provider response body") {
+				t.Fatalf("error leaks provider detail: %v", err)
+			}
+		})
+	}
+}
+
+func TestClassifyPromptkitErrors(t *testing.T) {
+	tests := []struct {
+		err      error
+		category promptexec.ErrorCategory
+	}{
+		{promptkit.ErrInvalidConfig, promptexec.InvalidConfiguration},
+		{promptkit.ErrInvalidRequest, promptexec.InvalidRequest},
+		{promptkit.ErrPromptNotFound, promptexec.PromptNotFound},
+		{promptkit.ErrPromptLoad, promptexec.PromptLoad},
+		{promptkit.ErrProfileNotFound, promptexec.ProfileNotFound},
+		{promptkit.ErrProfileLoad, promptexec.ProfileLoad},
+		{promptkit.ErrAPIKeyEnvMissing, promptexec.MissingCredential},
+		{promptkit.ErrArtifactLoad, promptexec.ArtifactLoad},
+		{promptkit.ErrPromptRender, promptexec.PromptRender},
+		{promptkit.ErrLLMGenerate, promptexec.Generation},
+		{promptkit.ErrValidation, promptexec.OperationalValidation},
+		{&promptkit.CapacityError{BackendID: "local"}, promptexec.Capacity},
+	}
+	for _, test := range tests {
+		t.Run(string(test.category), func(t *testing.T) {
+			got := classifyError(test.err)
+			if promptexec.CategoryOf(got) != test.category {
+				t.Fatalf("category = %q, want %q", promptexec.CategoryOf(got), test.category)
+			}
+		})
+	}
+}
+
+func TestNewValidatesConfiguration(t *testing.T) {
+	if _, err := New(Config{ProfileDirectory: "profiles", ProfileFile: "profile.yml"}); promptexec.CategoryOf(err) != promptexec.InvalidConfiguration {
+		t.Fatalf("profile source error = %v", err)
+	}
+	if _, err := New(Config{LocalConcurrencyLimit: 1}); promptexec.CategoryOf(err) != promptexec.InvalidConfiguration {
+		t.Fatalf("local concurrency error = %v", err)
+	}
+	if _, err := New(Config{LocalEndpoint: "not a URL"}); promptexec.CategoryOf(err) != promptexec.InvalidConfiguration {
+		t.Fatalf("local endpoint error = %v", err)
+	}
+}
+
+func TestLocalBackendAndMissingCredentialBehavior(t *testing.T) {
+	profiles := testProfileDirectory(t, `id: local-profile
+backend: local
+model: local-model
+`)
+	adapter, err := newAdapterForTest(Config{
+		ProfileDirectory:      profiles,
+		LocalEndpoint:         "https://local.example/v1",
+		LocalConcurrencyLimit: 1,
+	}, &fakeClient{})
+	if err != nil {
+		t.Fatalf("newAdapterForTest(local) error = %v", err)
+	}
+	profile, err := adapter.InspectProfile(context.Background(), "local-profile")
+	if err != nil || profile.BackendID != promptkit.BackendLocal || profile.ModelName != "local-model" {
+		t.Fatalf("local profile/error = %#v/%v", profile, err)
+	}
+	if got := classifyError(&promptkit.CapacityError{BackendID: promptkit.BackendLocal}); promptexec.CategoryOf(got) != promptexec.Capacity {
+		t.Fatalf("capacity classification = %v", got)
+	}
+
+	credentialProfiles := testProfileDirectory(t, `id: credential-profile
+endpoint: https://profile.example/v1
+model: test-model
+api_key_env: WEATHERREPORTER_TEST_MISSING_KEY
+`)
+	client := &fakeClient{response: validResponse()}
+	credentialAdapter, err := newAdapterForTest(Config{ProfileDirectory: credentialProfiles}, client)
+	if err != nil {
+		t.Fatalf("newAdapterForTest(credential) error = %v", err)
+	}
+	credentialProfile, err := credentialAdapter.InspectProfile(context.Background(), "credential-profile")
+	if err != nil || credentialProfile.CredentialRequired || credentialProfile.APIKeyEnv != "WEATHERREPORTER_TEST_MISSING_KEY" {
+		t.Fatalf("credential profile/error = %#v/%v", credentialProfile, err)
+	}
+	request := testExecuteRequest()
+	request.ProfileID = "credential-profile"
+	result, err := credentialAdapter.Execute(context.Background(), request, nil)
+	if result != nil || promptexec.CategoryOf(err) != promptexec.MissingCredential || client.callCount() != 0 {
+		t.Fatalf("credential result/category/calls = %#v/%q/%d", result, promptexec.CategoryOf(err), client.callCount())
+	}
+}
+
+func newTestAdapter(t *testing.T, client promptkit.LLMClient) *Adapter {
+	return newTestAdapterWithOptions(t, client)
+}
+
+func assertProfile(t *testing.T, adapter *Adapter, id string, backend string, model string) {
+	t.Helper()
+	profile, err := adapter.InspectProfile(context.Background(), id)
+	if err != nil {
+		t.Fatalf("InspectProfile(%q) error = %v", id, err)
+	}
+	if profile.ProfileID != id || profile.BackendID != backend || profile.ModelName != model {
+		t.Fatalf("profile = %#v, want %q with backend/model %q/%q", profile, id, backend, model)
+	}
+}
+
+func newTestAdapterWithOptions(t *testing.T, client promptkit.LLMClient, options ...promptkit.Option) *Adapter {
+	t.Helper()
+	profiles := testProfileDirectory(t, `id: test-profile
+endpoint: https://profile.example/v1
+model: test-model
+temperature: 0.2
+max_tokens: 300
+top_p: 1
+timeout_seconds: 30
+`)
+	options = append(options, promptkit.WithLLMClient(client))
+	adapter, err := newAdapter(Config{ProfileDirectory: profiles, Timeout: time.Second}, options...)
+	if err != nil {
+		t.Fatalf("newAdapter() error = %v", err)
+	}
+	return adapter
+}
+
+func testProfileDirectory(t *testing.T, profile string) string {
+	t.Helper()
+	profiles := t.TempDir()
+	if err := os.WriteFile(filepath.Join(profiles, "profile.yml"), []byte(profile), 0o600); err != nil {
+		t.Fatalf("write profile: %v", err)
+	}
+	return profiles
+}
+
+func writeProfileFile(t *testing.T, profile string) string {
+	t.Helper()
+	path := filepath.Join(t.TempDir(), "profile.yml")
+	if err := os.WriteFile(path, []byte(profile), 0o600); err != nil {
+		t.Fatalf("write profile: %v", err)
+	}
+	return path
+}
+
+func testExecuteRequest() promptexec.ExecuteRequest {
+	return promptexec.ExecuteRequest{
+		PromptID:      "weather.daily_generated_text",
+		PromptVersion: "2.0.0",
+		ProfileID:     "test-profile",
+		DataPackage:   []byte("report:\n  id: daily\nbriefing: {}\n"),
+	}
+}
+
+func validResponse() *promptkit.GenerateResponse {
+	return &promptkit.GenerateResponse{
+		Content: `{"summary":"A quiet day is expected.","forecast_discussion":["High pressure keeps conditions settled."],"precipitation_timing":""}`,
+		Usage:   promptkit.TokenUsage{PromptTokens: 12, CompletionTokens: 8, TotalTokens: 20},
+	}
+}
+
+func hourlyValidResponse() *promptkit.GenerateResponse {
+	return &promptkit.GenerateResponse{
+		Content: `{"summary":"A quiet hour is expected.","forecast_discussion":"Conditions remain settled.","precipitation_timing":""}`,
+		Usage:   promptkit.TokenUsage{PromptTokens: 12, CompletionTokens: 8, TotalTokens: 20},
+	}
+}

internal/adapters/scriptorium/runner.go

@@ -1,248 +0,0 @@
-// Package scriptorium adapts the external scriptorium CLI.
-package scriptorium
-
-import (
-	"context"
-	"fmt"
-	"io"
-	"os/exec"
-	"time"
-)
-
-const maxCapturedOutputBytes = 1024 * 1024
-
-type CommandRunner interface {
-	Run(ctx context.Context, name string, args []string, timeout time.Duration) (CommandResult, error)
-}
-
-type CommandResult struct {
-	Stdout          []byte
-	Stderr          []byte
-	StdoutTruncated bool
-	StderrTruncated bool
-	ExitCode        int
-}
-
-type ExecRunner struct{}
-
-func (ExecRunner) Run(ctx context.Context, name string, args []string, timeout time.Duration) (CommandResult, error) {
-	runCtx := ctx
-	cancel := func() {}
-	if timeout > 0 {
-		runCtx, cancel = context.WithTimeout(ctx, timeout)
-	}
-	defer cancel()
-
-	cmd := exec.CommandContext(runCtx, name, args...)
-	stdout := &limitedBuffer{limit: maxCapturedOutputBytes}
-	stderr := &limitedBuffer{limit: maxCapturedOutputBytes}
-	cmd.Stdout = stdout
-	cmd.Stderr = stderr
-	err := cmd.Run()
-	result := CommandResult{
-		Stdout:          stdout.Bytes(),
-		Stderr:          stderr.Bytes(),
-		StdoutTruncated: stdout.Truncated(),
-		StderrTruncated: stderr.Truncated(),
-		ExitCode:        0,
-	}
-	if err == nil {
-		return result, nil
-	}
-	if runCtx.Err() != nil {
-		return result, runCtx.Err()
-	}
-	if exitErr, ok := err.(*exec.ExitError); ok {
-		result.ExitCode = exitErr.ExitCode()
-		return result, nil
-	}
-	return result, err
-}
-
-type Runner struct {
-	Binary     string
-	ConfigPath string
-	Profile    string
-	Timeout    time.Duration
-	ExtraArgs  []string
-	Commands   CommandRunner
-}
-
-type RenderRequest struct {
-	PromptID        string
-	DataPackagePath string
-}
-
-type RunRequest struct {
-	PromptID        string
-	DataPackagePath string
-	OutputPath      string
-}
-
-type RenderResult struct {
-	Command         []string `json:"command"`
-	Stdout          string   `json:"stdout"`
-	Stderr          string   `json:"stderr"`
-	StdoutTruncated bool     `json:"stdoutTruncated,omitempty"`
-	StderrTruncated bool     `json:"stderrTruncated,omitempty"`
-	ExitCode        int      `json:"exitCode"`
-}
-
-type RunResult struct {
-	Command         []string `json:"command"`
-	Stdout          string   `json:"stdout"`
-	Stderr          string   `json:"stderr"`
-	StdoutTruncated bool     `json:"stdoutTruncated,omitempty"`
-	StderrTruncated bool     `json:"stderrTruncated,omitempty"`
-	ExitCode        int      `json:"exitCode"`
-	OutputPath      string   `json:"outputPath"`
-}
-
-func (r Runner) Render(ctx context.Context, req RenderRequest) (*RenderResult, error) {
-	if req.PromptID == "" {
-		return nil, fmt.Errorf("prompt id is required")
-	}
-	if req.DataPackagePath == "" {
-		return nil, fmt.Errorf("data package path is required")
-	}
-	execution, err := r.execute(ctx, r.renderArgs(req))
-	if err != nil {
-		return nil, fmt.Errorf("run scriptorium render: %w", err)
-	}
-	result := &RenderResult{
-		Command:         execution.argv(),
-		Stdout:          string(execution.result.Stdout),
-		Stderr:          string(execution.result.Stderr),
-		StdoutTruncated: execution.result.StdoutTruncated,
-		StderrTruncated: execution.result.StderrTruncated,
-		ExitCode:        execution.result.ExitCode,
-	}
-	if execution.result.ExitCode != 0 {
-		return result, fmt.Errorf("scriptorium render exited with code %d: %s", execution.result.ExitCode, result.Stderr)
-	}
-	return result, nil
-}
-
-func (r Runner) Run(ctx context.Context, req RunRequest) (*RunResult, error) {
-	if req.PromptID == "" {
-		return nil, fmt.Errorf("prompt id is required")
-	}
-	if req.DataPackagePath == "" {
-		return nil, fmt.Errorf("data package path is required")
-	}
-	if req.OutputPath == "" {
-		return nil, fmt.Errorf("output path is required")
-	}
-	execution, err := r.execute(ctx, r.runArgs(req))
-	if err != nil {
-		return nil, fmt.Errorf("run scriptorium: %w", err)
-	}
-	result := &RunResult{
-		Command:         execution.argv(),
-		Stdout:          string(execution.result.Stdout),
-		Stderr:          string(execution.result.Stderr),
-		StdoutTruncated: execution.result.StdoutTruncated,
-		StderrTruncated: execution.result.StderrTruncated,
-		ExitCode:        execution.result.ExitCode,
-		OutputPath:      req.OutputPath,
-	}
-	if execution.result.ExitCode != 0 {
-		return result, fmt.Errorf("scriptorium run exited with code %d: %s", execution.result.ExitCode, result.Stderr)
-	}
-	return result, nil
-}
-
-type execution struct {
-	binary string
-	args   []string
-	result CommandResult
-}
-
-func (r Runner) execute(ctx context.Context, args []string) (execution, error) {
-	binary := r.Binary
-	if binary == "" {
-		binary = "scriptorium"
-	}
-	commands := r.Commands
-	if commands == nil {
-		commands = ExecRunner{}
-	}
-	result, err := commands.Run(ctx, binary, args, r.Timeout)
-	if err != nil {
-		return execution{}, err
-	}
-	return execution{binary: binary, args: args, result: result}, nil
-}
-
-func (e execution) argv() []string {
-	return append([]string{e.binary}, e.args...)
-}
-
-func (r Runner) renderArgs(req RenderRequest) []string {
-	args := []string{"render"}
-	if r.ConfigPath != "" {
-		args = append(args, "--config", r.ConfigPath)
-	}
-	if r.Profile != "" {
-		args = append(args, "--profile", r.Profile)
-	}
-	args = append(args,
-		"--prompt", req.PromptID,
-		"--input", "data_package="+req.DataPackagePath,
-		"--format", "json",
-	)
-	args = append(args, r.ExtraArgs...)
-	return args
-}
-
-func (r Runner) runArgs(req RunRequest) []string {
-	args := []string{"run"}
-	if r.ConfigPath != "" {
-		args = append(args, "--config", r.ConfigPath)
-	}
-	if r.Profile != "" {
-		args = append(args, "--profile", r.Profile)
-	}
-	args = append(args,
-		"--prompt", req.PromptID,
-		"--input", "data_package="+req.DataPackagePath,
-		"--out", req.OutputPath,
-	)
-	args = append(args, r.ExtraArgs...)
-	return args
-}
-
-type limitedBuffer struct {
-	data      []byte
-	limit     int
-	truncated bool
-}
-
-func (b *limitedBuffer) Write(p []byte) (int, error) {
-	if b.limit <= 0 {
-		b.truncated = true
-		return len(p), nil
-	}
-	remaining := b.limit - len(b.data)
-	if remaining <= 0 {
-		b.truncated = true
-		return len(p), nil
-	}
-	if len(p) > remaining {
-		b.data = append(b.data, p[:remaining]...)
-		b.truncated = true
-		return len(p), nil
-	}
-	b.data = append(b.data, p...)
-	return len(p), nil
-}
-
-func (b *limitedBuffer) Bytes() []byte {
-	return append([]byte{}, b.data...)
-}
-
-func (b *limitedBuffer) Truncated() bool {
-	return b.truncated
-}
-
-var _ io.Writer = (*limitedBuffer)(nil)

internal/adapters/scriptorium/runner_test.go

@@ -1,163 +0,0 @@
-package scriptorium
-
-import (
-	"context"
-	"reflect"
-	"strings"
-	"testing"
-	"time"
-)
-
-func TestRenderConstructsCommand(t *testing.T) {
-	commands := &fakeCommands{result: CommandResult{Stdout: []byte(`{"ok":true}`)}}
-	runner := Runner{
-		Binary:     "/usr/local/bin/scriptorium",
-		ConfigPath: "/etc/scriptorium.yml",
-		Profile:    "weather",
-		Timeout:    time.Minute,
-		Commands:   commands,
-	}
-
-	result, err := runner.Render(context.Background(), RenderRequest{
-		PromptID:        "weather.daily_report",
-		DataPackagePath: "/tmp/data_package.json",
-	})
-	if err != nil {
-		t.Fatalf("Render() error = %v", err)
-	}
-
-	wantArgs := []string{
-		"render",
-		"--config", "/etc/scriptorium.yml",
-		"--profile", "weather",
-		"--prompt", "weather.daily_report",
-		"--input", "data_package=/tmp/data_package.json",
-		"--format", "json",
-	}
-	if commands.name != "/usr/local/bin/scriptorium" {
-		t.Fatalf("command name = %q, want custom binary", commands.name)
-	}
-	if !reflect.DeepEqual(commands.args, wantArgs) {
-		t.Fatalf("args = %#v, want %#v", commands.args, wantArgs)
-	}
-	if !reflect.DeepEqual(result.Command, append([]string{"/usr/local/bin/scriptorium"}, wantArgs...)) {
-		t.Fatalf("result command = %#v, want full argv", result.Command)
-	}
-}
-
-func TestRenderReturnsResultForNonzeroExit(t *testing.T) {
-	runner := Runner{
-		Commands: &fakeCommands{
-			result: CommandResult{
-				Stderr:   []byte("missing input"),
-				ExitCode: 1,
-			},
-		},
-	}
-
-	result, err := runner.Render(context.Background(), RenderRequest{
-		PromptID:        "weather.daily_report",
-		DataPackagePath: "/tmp/data_package.json",
-	})
-	if err == nil {
-		t.Fatal("Render() error = nil, want nonzero exit error")
-	}
-	if result == nil {
-		t.Fatal("Render() result = nil, want captured result")
-	}
-	if result.ExitCode != 1 {
-		t.Fatalf("ExitCode = %d, want 1", result.ExitCode)
-	}
-	if !strings.Contains(err.Error(), "missing input") {
-		t.Fatalf("error = %q, want stderr context", err.Error())
-	}
-}
-
-func TestRunConstructsCommand(t *testing.T) {
-	commands := &fakeCommands{result: CommandResult{Stderr: []byte("wrote report")}}
-	runner := Runner{
-		Binary:     "/usr/local/bin/scriptorium",
-		ConfigPath: "/etc/scriptorium.yml",
-		Profile:    "weather",
-		Timeout:    45 * time.Second,
-		Commands:   commands,
-	}
-
-	result, err := runner.Run(context.Background(), RunRequest{
-		PromptID:        "weather.daily_report",
-		DataPackagePath: "/tmp/data_package.json",
-		OutputPath:      "/tmp/daily.md",
-	})
-	if err != nil {
-		t.Fatalf("Run() error = %v", err)
-	}
-
-	wantArgs := []string{
-		"run",
-		"--config", "/etc/scriptorium.yml",
-		"--profile", "weather",
-		"--prompt", "weather.daily_report",
-		"--input", "data_package=/tmp/data_package.json",
-		"--out", "/tmp/daily.md",
-	}
-	if commands.name != "/usr/local/bin/scriptorium" {
-		t.Fatalf("command name = %q, want custom binary", commands.name)
-	}
-	if !reflect.DeepEqual(commands.args, wantArgs) {
-		t.Fatalf("args = %#v, want %#v", commands.args, wantArgs)
-	}
-	if commands.timeout != 45*time.Second {
-		t.Fatalf("timeout = %s, want 45s", commands.timeout)
-	}
-	if !reflect.DeepEqual(result.Command, append([]string{"/usr/local/bin/scriptorium"}, wantArgs...)) {
-		t.Fatalf("result command = %#v, want full argv", result.Command)
-	}
-	if result.OutputPath != "/tmp/daily.md" {
-		t.Fatalf("OutputPath = %q, want /tmp/daily.md", result.OutputPath)
-	}
-}
-
-func TestRunReturnsResultForValidationExit(t *testing.T) {
-	runner := Runner{
-		Commands: &fakeCommands{
-			result: CommandResult{
-				Stdout:   []byte("# Daily Report\n"),
-				Stderr:   []byte("validation failed"),
-				ExitCode: 2,
-			},
-		},
-	}
-
-	result, err := runner.Run(context.Background(), RunRequest{
-		PromptID:        "weather.daily_report",
-		DataPackagePath: "/tmp/data_package.json",
-		OutputPath:      "/tmp/daily.md",
-	})
-	if err == nil {
-		t.Fatal("Run() error = nil, want nonzero exit error")
-	}
-	if result == nil {
-		t.Fatal("Run() result = nil, want captured result")
-	}
-	if result.ExitCode != 2 {
-		t.Fatalf("ExitCode = %d, want 2", result.ExitCode)
-	}
-	if !strings.Contains(err.Error(), "validation failed") {
-		t.Fatalf("error = %q, want stderr context", err.Error())
-	}
-}
-
-type fakeCommands struct {
-	name    string
-	args    []string
-	timeout time.Duration
-	result  CommandResult
-	err     error
-}
-
-func (f *fakeCommands) Run(_ context.Context, name string, args []string, timeout time.Duration) (CommandResult, error) {
-	f.name = name
-	f.args = append([]string{}, args...)
-	f.timeout = timeout
-	return f.result, f.err
-}

internal/adapters/weatherapi/client.go

@@ -1,4 +1,4 @@
-// Package weatherapi adapts the internal weather API to forecast bundles.
+// Package weatherapi adapts the internal weather API to weather data bundles.
 package weatherapi
 
 import (
@@ -18,7 +18,18 @@ import (
 
 	"gitea.maximumdirect.net/eric/weatherreporter/internal/config"
 	"gitea.maximumdirect.net/eric/weatherreporter/internal/fileutil"
-	"gitea.maximumdirect.net/eric/weatherreporter/internal/forecast"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/weatherdata"
+)
+
+const (
+	convectiveOutlooksEndpoint  = "/outlooks/convective"
+	sourceSPCConvectiveOutlooks = "spc_convective_outlooks"
+
+	defaultWarmupEndpoint  = "/conditions/current"
+	defaultWarmupAttempts  = 3
+	defaultWarmupDelay     = time.Second
+	defaultFetchAttempts   = 2
+	defaultFetchRetryDelay = time.Second
 )
 
 type Client struct {
@@ -30,6 +41,12 @@ type Client struct {
 	precision     int
 	missingSource config.MissingSourceConfig
 	now           func() time.Time
+
+	warmupEndpoint  string
+	warmupAttempts  int
+	warmupDelay     time.Duration
+	fetchAttempts   int
+	fetchRetryDelay time.Duration
 }
 
 type Option func(*Client)
@@ -75,7 +92,12 @@ func New(cfg config.Config, opts ...Option) (*Client, error) {
 			Default: cfg.MissingSource.Default,
 			Sources: cfg.MissingSource.Sources,
 		},
-		now: time.Now,
+		now:             time.Now,
+		warmupEndpoint:  defaultWarmupEndpoint,
+		warmupAttempts:  defaultWarmupAttempts,
+		warmupDelay:     defaultWarmupDelay,
+		fetchAttempts:   defaultFetchAttempts,
+		fetchRetryDelay: defaultFetchRetryDelay,
 	}
 	for _, opt := range opts {
 		opt(client)
@@ -83,11 +105,15 @@ func New(cfg config.Config, opts ...Option) (*Client, error) {
 	return client, nil
 }
 
-func (c *Client) FetchBundle(ctx context.Context) (*forecast.Bundle, error) {
+func (c *Client) FetchBundle(ctx context.Context) (*weatherdata.Bundle, error) {
+	if err := c.warmup(ctx); err != nil {
+		return nil, err
+	}
+
 	fetchedAt := c.now()
 	builder := bundleBuilder{
 		client:    c,
-		bundle:    &forecast.Bundle{FetchedAt: fetchedAt},
+		bundle:    &weatherdata.Bundle{FetchedAt: fetchedAt},
 		fetchedAt: fetchedAt,
 	}
 
@@ -112,7 +138,7 @@ func (c *Client) FetchBundle(ctx context.Context) (*forecast.Bundle, error) {
 	if err := builder.fetchWeatherStory(ctx); err != nil {
 		return nil, err
 	}
-	if err := builder.addStub("daily", "daily forecast data is not available from the weather API yet"); err != nil {
+	if err := builder.fetchSPCConvectiveOutlooks(ctx); err != nil {
 		return nil, err
 	}
 
@@ -121,22 +147,36 @@ func (c *Client) FetchBundle(ctx context.Context) (*forecast.Bundle, error) {
 
 type bundleBuilder struct {
 	client    *Client
-	bundle    *forecast.Bundle
+	bundle    *weatherdata.Bundle
 	fetchedAt time.Time
 }
 
+type sourceRequest struct {
+	name           string
+	endpoint       string
+	query          queryOptions
+	missingMessage string
+	required       bool
+	decodeLabel    string
+}
+
+type fetchedSource struct {
+	raw    json.RawMessage
+	source weatherdata.Source
+}
+
 func (b *bundleBuilder) fetchObservation(ctx context.Context) error {
-	raw, source, err := b.client.fetch(ctx, "observations", "/observations", queryOptions{precision: true})
-	if err != nil {
+	var observation weatherdata.Observation
+	fetched, ok, err := b.fetchDecodedSource(ctx, sourceRequest{
+		name:           "observations",
+		endpoint:       "/observations",
+		query:          queryOptions{precision: true},
+		missingMessage: "observation data is missing",
+	}, &observation)
+	if err != nil || !ok {
 		return err
 	}
-	if raw == nil {
-		return b.handleMissing(&source, "observation data is missing", false)
-	}
-	var observation forecast.Observation
-	if err := decodeSource(raw, &observation); err != nil {
-		return b.handleMalformed(&source, err, false)
-	}
+	source := fetched.source
 	source.IssuedAt = &observation.Timestamp
 	b.bundle.Observation = &observation
 	b.addSource(source)
@@ -144,34 +184,36 @@ func (b *bundleBuilder) fetchObservation(ctx context.Context) error {
 }
 
 func (b *bundleBuilder) fetchCurrent(ctx context.Context) error {
-	raw, source, err := b.client.fetch(ctx, "current", "/conditions/current", queryOptions{precision: true})
-	if err != nil {
+	var current weatherdata.Current
+	fetched, ok, err := b.fetchDecodedSource(ctx, sourceRequest{
+		name:           "current",
+		endpoint:       "/conditions/current",
+		query:          queryOptions{precision: true},
+		missingMessage: "current conditions data is missing",
+	}, &current)
+	if err != nil || !ok {
 		return err
 	}
-	if raw == nil {
-		return b.handleMissing(&source, "current conditions data is missing", false)
-	}
-	var current forecast.Current
-	if err := decodeSource(raw, &current); err != nil {
-		return b.handleMalformed(&source, err, false)
-	}
+	source := fetched.source
 	b.bundle.Current = &current
 	b.addSource(source)
 	return nil
 }
 
 func (b *bundleBuilder) fetchHourly(ctx context.Context) error {
-	raw, source, err := b.client.fetch(ctx, "hourly", "/forecast/hourly", queryOptions{precision: true, timezone: true})
-	if err != nil {
+	var hourly weatherdata.ForecastRun
+	fetched, ok, err := b.fetchDecodedSource(ctx, sourceRequest{
+		name:           "hourly",
+		endpoint:       "/forecast/hourly",
+		query:          queryOptions{precision: true, timezone: true},
+		missingMessage: "hourly forecast data is missing",
+		required:       true,
+		decodeLabel:    "hourly forecast",
+	}, &hourly)
+	if err != nil || !ok {
 		return err
 	}
-	if raw == nil {
-		return b.handleMissing(&source, "hourly forecast data is missing", true)
-	}
-	var hourly forecast.ForecastRun
-	if err := decodeSource(raw, &hourly); err != nil {
-		return fmt.Errorf("decode hourly forecast from %s: %w", source.Endpoint, err)
-	}
+	source := fetched.source
 	if len(hourly.Periods) == 0 {
 		return fmt.Errorf("hourly forecast from %s contains no periods", source.Endpoint)
 	}
@@ -183,17 +225,17 @@ func (b *bundleBuilder) fetchHourly(ctx context.Context) error {
 }
 
 func (b *bundleBuilder) fetchNarrative(ctx context.Context) error {
-	raw, source, err := b.client.fetch(ctx, "narrative", "/forecast/narrative", queryOptions{precision: true, timezone: true})
-	if err != nil {
+	var narrative weatherdata.ForecastRun
+	fetched, ok, err := b.fetchDecodedSource(ctx, sourceRequest{
+		name:           "narrative",
+		endpoint:       "/forecast/narrative",
+		query:          queryOptions{precision: true, timezone: true},
+		missingMessage: "narrative forecast data is missing",
+	}, &narrative)
+	if err != nil || !ok {
 		return err
 	}
-	if raw == nil {
-		return b.handleMissing(&source, "narrative forecast data is missing", false)
-	}
-	var narrative forecast.ForecastRun
-	if err := decodeSource(raw, &narrative); err != nil {
-		return b.handleMalformed(&source, err, false)
-	}
+	source := fetched.source
 	source.IssuedAt = &narrative.IssuedAt
 	source.UpdatedAt = narrative.UpdatedAt
 	b.bundle.Narrative = &narrative
@@ -210,13 +252,13 @@ func (b *bundleBuilder) fetchAlerts(ctx context.Context) error {
 		return b.handleMissing(&source, "active alerts data is missing", false)
 	}
 	if isJSONNull(raw) {
-		b.bundle.Alerts = &forecast.AlertRun{Raw: append(json.RawMessage(nil), raw...)}
+		b.bundle.Alerts = &weatherdata.AlertRun{Raw: append(json.RawMessage(nil), raw...)}
 		b.addSource(source)
 		return nil
 	}
-	var alerts forecast.AlertRun
+	var alerts weatherdata.AlertRun
 	if err := decodeSource(raw, &alerts); err != nil {
-		return b.handleMalformed(&source, err, false)
+		return b.handleMalformed(&source, err, sourceRequest{name: "alerts"})
 	}
 	alerts.Raw = append(json.RawMessage(nil), raw...)
 	if alerts.AsOf != nil {
@@ -228,17 +270,17 @@ func (b *bundleBuilder) fetchAlerts(ctx context.Context) error {
 }
 
 func (b *bundleBuilder) fetchDiscussion(ctx context.Context) error {
-	raw, source, err := b.client.fetch(ctx, "discussion", "/discussion", queryOptions{timezone: true})
-	if err != nil {
+	var discussion weatherdata.Discussion
+	fetched, ok, err := b.fetchDecodedSource(ctx, sourceRequest{
+		name:           "discussion",
+		endpoint:       "/discussion",
+		query:          queryOptions{timezone: true},
+		missingMessage: "forecast discussion data is missing",
+	}, &discussion)
+	if err != nil || !ok {
 		return err
 	}
-	if raw == nil {
-		return b.handleMissing(&source, "forecast discussion data is missing", false)
-	}
-	var discussion forecast.Discussion
-	if err := decodeSource(raw, &discussion); err != nil {
-		return b.handleMalformed(&source, err, false)
-	}
+	source := fetched.source
 	source.IssuedAt = &discussion.IssuedAt
 	source.UpdatedAt = discussion.UpdatedAt
 	b.bundle.Discussion = &discussion
@@ -247,17 +289,17 @@ func (b *bundleBuilder) fetchDiscussion(ctx context.Context) error {
 }
 
 func (b *bundleBuilder) fetchWeatherStory(ctx context.Context) error {
-	raw, source, err := b.client.fetch(ctx, "weather_story", "/weatherstories/latest", queryOptions{omitUnits: true})
-	if err != nil {
+	var story weatherdata.WeatherStory
+	fetched, ok, err := b.fetchDecodedSource(ctx, sourceRequest{
+		name:           "weather_story",
+		endpoint:       "/weatherstories/latest",
+		query:          queryOptions{omitUnits: true},
+		missingMessage: "NWS weather story data is missing",
+	}, &story)
+	if err != nil || !ok {
 		return err
 	}
-	if raw == nil {
-		return b.handleMissing(&source, "NWS weather story data is missing", false)
-	}
-	var story forecast.WeatherStory
-	if err := decodeSource(raw, &story); err != nil {
-		return b.handleMalformed(&source, err, false)
-	}
+	source := fetched.source
 	if !story.StartTime.IsZero() {
 		source.IssuedAt = &story.StartTime
 	}
@@ -267,16 +309,52 @@ func (b *bundleBuilder) fetchWeatherStory(ctx context.Context) error {
 	return nil
 }
 
-func (b *bundleBuilder) addStub(sourceName string, message string) error {
-	source := forecast.Source{
-		Name:      sourceName,
-		FetchedAt: b.fetchedAt,
-		Missing:   true,
+func (b *bundleBuilder) fetchSPCConvectiveOutlooks(ctx context.Context) error {
+	var run weatherdata.ConvectiveOutlookRun
+	fetched, ok, err := b.fetchDecodedSource(ctx, sourceRequest{
+		name:           sourceSPCConvectiveOutlooks,
+		endpoint:       convectiveOutlooksEndpoint,
+		query:          queryOptions{timezone: true, omitUnits: true},
+		missingMessage: "SPC convective outlook data is missing",
+	}, &run)
+	if err != nil || !ok {
+		return err
 	}
-	return b.applyMissingPolicy(&source, "missing_source", message)
+	source := fetched.source
+	if run.IssuedAt != nil {
+		source.IssuedAt = run.IssuedAt
+	} else {
+		source.IssuedAt = run.AsOf
+	}
+	source.UpdatedAt = run.UpdatedAt
+	b.bundle.SPCConvectiveOutlooks = &run
+	b.addSource(source)
+	return nil
 }
 
-func (b *bundleBuilder) handleMissing(source *forecast.Source, message string, required bool) error {
+func (b *bundleBuilder) fetchDecodedSource(ctx context.Context, request sourceRequest, target any) (fetchedSource, bool, error) {
+	fetched, ok, err := b.fetchSource(ctx, request)
+	if err != nil || !ok {
+		return fetchedSource{}, false, err
+	}
+	if err := decodeSource(fetched.raw, target); err != nil {
+		return fetchedSource{}, false, b.handleMalformed(&fetched.source, err, request)
+	}
+	return fetched, true, nil
+}
+
+func (b *bundleBuilder) fetchSource(ctx context.Context, request sourceRequest) (fetchedSource, bool, error) {
+	raw, source, err := b.client.fetch(ctx, request.name, request.endpoint, request.query)
+	if err != nil {
+		return fetchedSource{}, false, err
+	}
+	if raw == nil {
+		return fetchedSource{}, false, b.handleMissing(&source, request.missingMessage, request.required)
+	}
+	return fetchedSource{raw: raw, source: source}, true, nil
+}
+
+func (b *bundleBuilder) handleMissing(source *weatherdata.Source, message string, required bool) error {
 	source.Missing = true
 	if required {
 		return fmt.Errorf("%s from %s is required", message, source.Endpoint)
@@ -284,21 +362,25 @@ func (b *bundleBuilder) handleMissing(source *forecast.Source, message string, r
 	return b.applyMissingPolicy(source, "missing_source", message)
 }
 
-func (b *bundleBuilder) handleMalformed(source *forecast.Source, err error, required bool) error {
-	if required {
-		return fmt.Errorf("decode %s from %s: %w", source.Name, source.Endpoint, err)
+func (b *bundleBuilder) handleMalformed(source *weatherdata.Source, err error, request sourceRequest) error {
+	if request.required {
+		label := request.name
+		if request.decodeLabel != "" {
+			label = request.decodeLabel
+		}
+		return fmt.Errorf("decode %s from %s: %w", label, source.Endpoint, err)
 	}
 	source.Missing = true
 	return b.applyMissingPolicy(source, "malformed_source", fmt.Sprintf("malformed %s data: %v", source.Name, err))
 }
 
-func (b *bundleBuilder) applyMissingPolicy(source *forecast.Source, code string, message string) error {
+func (b *bundleBuilder) applyMissingPolicy(source *weatherdata.Source, code string, message string) error {
 	policy := b.client.policyFor(source.Name)
 	if policy == config.MissingSourceError {
 		return fmt.Errorf("%s: %s", source.Name, message)
 	}
 	if policy == config.MissingSourceWarn {
-		warning := forecast.SourceWarning{
+		warning := weatherdata.SourceWarning{
 			Source:             source.Name,
 			Code:               code,
 			Severity:           "warning",
@@ -313,7 +395,7 @@ func (b *bundleBuilder) applyMissingPolicy(source *forecast.Source, code string,
 	return nil
 }
 
-func (b *bundleBuilder) addSource(source forecast.Source) {
+func (b *bundleBuilder) addSource(source weatherdata.Source) {
 	b.bundle.Sources = append(b.bundle.Sources, source)
 }
 
@@ -335,33 +417,18 @@ type envelope struct {
 	Data json.RawMessage `json:"data"`
 }
 
-func (c *Client) fetch(ctx context.Context, sourceName string, endpoint string, opts queryOptions) (json.RawMessage, forecast.Source, error) {
-	reqURL := c.endpointURL(endpoint, opts)
-	req, err := http.NewRequestWithContext(ctx, http.MethodGet, reqURL.String(), nil)
+func (c *Client) fetch(ctx context.Context, sourceName string, endpoint string, opts queryOptions) (json.RawMessage, weatherdata.Source, error) {
+	reqURL, body, err := c.fetchHTTP(ctx, endpoint, opts)
 	if err != nil {
-		return nil, forecast.Source{}, fmt.Errorf("create request for %s: %w", endpoint, err)
-	}
-
-	resp, err := c.httpClient.Do(req)
-	if err != nil {
-		return nil, forecast.Source{}, fmt.Errorf("fetch %s: %w", endpoint, err)
-	}
-	defer resp.Body.Close()
-
-	body, err := io.ReadAll(io.LimitReader(resp.Body, 10<<20))
-	if err != nil {
-		return nil, forecast.Source{}, fmt.Errorf("read %s response: %w", endpoint, err)
-	}
-	if resp.StatusCode < 200 || resp.StatusCode >= 300 {
-		return nil, forecast.Source{}, fmt.Errorf("fetch %s: unexpected HTTP status %d: %s", endpoint, resp.StatusCode, strings.TrimSpace(string(body)))
+		return nil, weatherdata.Source{}, err
 	}
 
 	var env envelope
 	if err := json.Unmarshal(body, &env); err != nil {
-		return nil, forecast.Source{}, fmt.Errorf("decode %s envelope: %w", endpoint, err)
+		return nil, weatherdata.Source{}, fmt.Errorf("decode %s envelope: %w", endpoint, err)
 	}
 
-	source := forecast.Source{
+	source := weatherdata.Source{
 		Name:      sourceName,
 		Endpoint:  endpoint,
 		Query:     queryMap(reqURL.Query()),
@@ -379,6 +446,169 @@ func (c *Client) fetch(ctx context.Context, sourceName string, endpoint string,
 	return env.Data, source, nil
 }
 
+func (c *Client) warmup(ctx context.Context) error {
+	endpoint := c.warmupEndpoint
+	if strings.TrimSpace(endpoint) == "" {
+		endpoint = defaultWarmupEndpoint
+	}
+	attempts := positiveAttemptCount(c.warmupAttempts)
+	var lastErr error
+	for attempt := 1; attempt <= attempts; attempt++ {
+		if err := ctx.Err(); err != nil {
+			return fmt.Errorf("warm up weather API via %s: %w", endpoint, err)
+		}
+		if err := c.warmupOnce(ctx, endpoint); err != nil {
+			lastErr = err
+		} else {
+			return nil
+		}
+		if attempt == attempts {
+			break
+		}
+		if err := waitForRetry(ctx, c.warmupDelay); err != nil {
+			return fmt.Errorf("warm up weather API via %s after %d attempt(s): %w", endpoint, attempt, err)
+		}
+	}
+	return fmt.Errorf("warm up weather API via %s failed after %d attempts: %w", endpoint, attempts, lastErr)
+}
+
+func (c *Client) warmupOnce(ctx context.Context, endpoint string) error {
+	reqURL := c.endpointURL(endpoint, queryOptions{precision: true})
+	req, err := http.NewRequestWithContext(ctx, http.MethodGet, reqURL.String(), nil)
+	if err != nil {
+		return fmt.Errorf("create request for %s: %w", endpoint, err)
+	}
+
+	resp, err := c.httpClient.Do(req)
+	if err != nil {
+		return fmt.Errorf("fetch %s: %w", endpoint, err)
+	}
+	defer resp.Body.Close()
+
+	body, err := io.ReadAll(io.LimitReader(resp.Body, 10<<20))
+	if err != nil {
+		return fmt.Errorf("read %s response: %w", endpoint, err)
+	}
+	if resp.StatusCode < 200 || resp.StatusCode >= 300 {
+		return fmt.Errorf("fetch %s: unexpected HTTP status %d: %s", endpoint, resp.StatusCode, strings.TrimSpace(string(body)))
+	}
+	return nil
+}
+
+func (c *Client) fetchHTTP(ctx context.Context, endpoint string, opts queryOptions) (*url.URL, []byte, error) {
+	attempts := positiveAttemptCount(c.fetchAttempts)
+	var lastErr error
+	var lastRetryable bool
+	for attempt := 1; attempt <= attempts; attempt++ {
+		if err := ctx.Err(); err != nil {
+			return nil, nil, fmt.Errorf("fetch %s: %w", endpoint, err)
+		}
+		reqURL, body, err := c.fetchHTTPOnce(ctx, endpoint, opts)
+		if err == nil {
+			return reqURL, body, nil
+		}
+		lastErr = err
+		lastRetryable = isRetryableRequestError(err)
+		if !lastRetryable || attempt == attempts {
+			break
+		}
+		if err := waitForRetry(ctx, c.fetchRetryDelay); err != nil {
+			return nil, nil, fmt.Errorf("fetch %s retry delay after attempt %d: %w", endpoint, attempt, err)
+		}
+	}
+	if lastRetryable {
+		return nil, nil, fmt.Errorf("fetch %s failed after %d attempts: %w", endpoint, attempts, lastErr)
+	}
+	return nil, nil, lastErr
+}
+
+func (c *Client) fetchHTTPOnce(ctx context.Context, endpoint string, opts queryOptions) (*url.URL, []byte, error) {
+	reqURL := c.endpointURL(endpoint, opts)
+	req, err := http.NewRequestWithContext(ctx, http.MethodGet, reqURL.String(), nil)
+	if err != nil {
+		return nil, nil, fmt.Errorf("create request for %s: %w", endpoint, err)
+	}
+
+	resp, err := c.httpClient.Do(req)
+	if err != nil {
+		err = fmt.Errorf("fetch %s: %w", endpoint, err)
+		if ctx.Err() != nil {
+			return reqURL, nil, err
+		}
+		return reqURL, nil, retryableRequestError{err: err}
+	}
+	defer resp.Body.Close()
+
+	body, err := io.ReadAll(io.LimitReader(resp.Body, 10<<20))
+	if err != nil {
+		err = fmt.Errorf("read %s response: %w", endpoint, err)
+		if ctx.Err() != nil {
+			return reqURL, nil, err
+		}
+		return reqURL, nil, retryableRequestError{err: err}
+	}
+	if resp.StatusCode < 200 || resp.StatusCode >= 300 {
+		err := fmt.Errorf("fetch %s: unexpected HTTP status %d: %s", endpoint, resp.StatusCode, strings.TrimSpace(string(body)))
+		if isRetryableHTTPStatus(resp.StatusCode) {
+			return reqURL, nil, retryableRequestError{err: err}
+		}
+		return reqURL, nil, err
+	}
+	return reqURL, body, nil
+}
+
+type retryableRequestError struct {
+	err error
+}
+
+func (e retryableRequestError) Error() string {
+	return e.err.Error()
+}
+
+func (e retryableRequestError) Unwrap() error {
+	return e.err
+}
+
+func isRetryableRequestError(err error) bool {
+	_, ok := err.(retryableRequestError)
+	return ok
+}
+
+func isRetryableHTTPStatus(status int) bool {
+	switch status {
+	case http.StatusRequestTimeout,
+		http.StatusTooManyRequests,
+		http.StatusInternalServerError,
+		http.StatusBadGateway,
+		http.StatusServiceUnavailable,
+		http.StatusGatewayTimeout:
+		return true
+	default:
+		return false
+	}
+}
+
+func waitForRetry(ctx context.Context, delay time.Duration) error {
+	if delay <= 0 {
+		return ctx.Err()
+	}
+	timer := time.NewTimer(delay)
+	defer timer.Stop()
+	select {
+	case <-ctx.Done():
+		return ctx.Err()
+	case <-timer.C:
+		return nil
+	}
+}
+
+func positiveAttemptCount(attempts int) int {
+	if attempts < 1 {
+		return 1
+	}
+	return attempts
+}
+
 func isJSONNull(raw json.RawMessage) bool {
 	return bytes.Equal(bytes.TrimSpace(raw), []byte("null"))
 }
@@ -430,7 +660,7 @@ func sourceHash(raw json.RawMessage) (string, error) {
 	return hex.EncodeToString(sum[:]), nil
 }
 
-func SaveBundle(path string, bundle *forecast.Bundle) error {
+func SaveBundle(path string, bundle *weatherdata.Bundle) error {
 	if err := fileutil.WriteJSONAtomic(path, bundle); err != nil {
 		return fmt.Errorf("save bundle: %w", err)
 	}

internal/adapters/weatherapi/client_test.go

@@ -12,7 +12,7 @@ import (
 	"time"
 
 	"gitea.maximumdirect.net/eric/weatherreporter/internal/config"
-	"gitea.maximumdirect.net/eric/weatherreporter/internal/forecast"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/weatherdata"
 )
 
 func TestFetchBundleFromFixtures(t *testing.T) {
@@ -55,11 +55,41 @@ func TestFetchBundleFromFixtures(t *testing.T) {
 	if bundle.WeatherStory.UpdatedAt == nil {
 		t.Fatalf("WeatherStory.UpdatedAt = nil, want update timestamp")
 	}
+	if bundle.SPCConvectiveOutlooks == nil || len(bundle.SPCConvectiveOutlooks.Outlooks) != 1 {
+		t.Fatalf("SPCConvectiveOutlooks = %#v, want one outlook", bundle.SPCConvectiveOutlooks)
+	}
+	if len(bundle.SPCConvectiveOutlooks.Outlooks[0].Geometry) == 0 {
+		t.Fatalf("SPCConvectiveOutlooks.Outlooks[0].Geometry is empty, want GeoJSON")
+	}
+	if len(bundle.SPCConvectiveOutlooks.Discussions) != 1 || bundle.SPCConvectiveOutlooks.Discussions[0].Headline != "Severe storms possible" {
+		t.Fatalf("SPCConvectiveOutlooks.Discussions = %#v, want one discussion", bundle.SPCConvectiveOutlooks.Discussions)
+	}
 	if len(bundle.Sources) != 8 {
 		t.Fatalf("Sources length = %d, want 8", len(bundle.Sources))
 	}
-	if len(bundle.Warnings) != 1 {
-		t.Fatalf("Warnings length = %d, want daily warning", len(bundle.Warnings))
+	if len(bundle.Warnings) != 0 {
+		t.Fatalf("Warnings length = %d, want no warnings", len(bundle.Warnings))
+	}
+	wantPaths := []string{
+		"/observations",
+		"/conditions/current",
+		"/forecast/hourly",
+		"/forecast/narrative",
+		"/alerts/active",
+		"/discussion",
+		"/weatherstories/latest",
+		convectiveOutlooksEndpoint,
+	}
+	if len(requested) != len(wantPaths)+1 {
+		t.Fatalf("requested paths = %v, want warmup plus %d source endpoints", requested, len(wantPaths))
+	}
+	if !strings.HasPrefix(requested[0], defaultWarmupEndpoint+"?") && requested[0] != defaultWarmupEndpoint {
+		t.Fatalf("first requested path = %q, want warmup endpoint %s", requested[0], defaultWarmupEndpoint)
+	}
+	for _, want := range wantPaths {
+		if !containsPath(requested, want) {
+			t.Fatalf("requested paths = %v, want %s", requested, want)
+		}
 	}
 	if !containsPath(requested, "/forecast/hourly") || containsPath(requested, "/forecast/hourly/today") {
 		t.Fatalf("requested paths = %v, want full hourly endpoint only", requested)
@@ -70,6 +100,9 @@ func TestFetchBundleFromFixtures(t *testing.T) {
 	if !containsPath(requested, "/weatherstories/latest") {
 		t.Fatalf("requested paths = %v, want weather story endpoint", requested)
 	}
+	if !containsPath(requested, convectiveOutlooksEndpoint) {
+		t.Fatalf("requested paths = %v, want convective outlook endpoint", requested)
+	}
 }
 
 func TestFetchBundleBuildsExpectedQueries(t *testing.T) {
@@ -92,13 +125,25 @@ func TestFetchBundleBuildsExpectedQueries(t *testing.T) {
 			}
 			continue
 		}
+		if strings.HasPrefix(rawURL, convectiveOutlooksEndpoint) {
+			if strings.Contains(rawURL, "units=") || strings.Contains(rawURL, "precision=") || !strings.Contains(rawURL, "tz=America%2FChicago") {
+				t.Fatalf("convective outlook request %q should use format and tz only", rawURL)
+			}
+			continue
+		}
 		if !strings.Contains(rawURL, "units=us") {
 			t.Fatalf("request %q missing units=us", rawURL)
 		}
 		if strings.HasPrefix(rawURL, "/forecast/") {
-			if !strings.Contains(rawURL, "precision=1") || !strings.Contains(rawURL, "tz=America%2FChicago") {
+			if !strings.Contains(rawURL, "precision=0") || !strings.Contains(rawURL, "tz=America%2FChicago") {
 				t.Fatalf("forecast request %q missing precision or tz", rawURL)
 			}
+			continue
+		}
+		if rawURL == defaultWarmupEndpoint || strings.HasPrefix(rawURL, defaultWarmupEndpoint+"?") || strings.HasPrefix(rawURL, "/observations?") {
+			if !strings.Contains(rawURL, "precision=0") {
+				t.Fatalf("request %q missing precision=0", rawURL)
+			}
 		}
 	}
 }
@@ -127,11 +172,30 @@ func TestFetchBundleRecordsSourceHash(t *testing.T) {
 	if story.IssuedAt == nil || story.UpdatedAt == nil {
 		t.Fatalf("weather story source timestamps = issued %#v updated %#v, want both", story.IssuedAt, story.UpdatedAt)
 	}
+	outlooks := sourceByName(t, bundle.Sources, sourceSPCConvectiveOutlooks)
+	if outlooks.Endpoint != convectiveOutlooksEndpoint {
+		t.Fatalf("convective outlook endpoint = %q, want %s", outlooks.Endpoint, convectiveOutlooksEndpoint)
+	}
+	if outlooks.Query["format"] != "json" || outlooks.Query["tz"] != "America/Chicago" || outlooks.Query["units"] != "" || outlooks.Query["precision"] != "" {
+		t.Fatalf("convective outlook query = %#v, want format and tz only", outlooks.Query)
+	}
+	if outlooks.DataSHA256 != hashFixtureData(t, "convective_outlooks.json") {
+		t.Fatalf("convective outlook DataSHA256 = %q, want fixture hash", outlooks.DataSHA256)
+	}
+	if outlooks.Missing {
+		t.Fatal("convective outlook source Missing = true, want false")
+	}
+	if outlooks.IssuedAt == nil || outlooks.IssuedAt.Format(time.RFC3339) != "2026-05-29T15:45:00Z" {
+		t.Fatalf("convective outlook IssuedAt = %#v, want run issuedAt", outlooks.IssuedAt)
+	}
+	if outlooks.UpdatedAt == nil || outlooks.UpdatedAt.Format(time.RFC3339) != "2026-05-29T16:05:00Z" {
+		t.Fatalf("convective outlook UpdatedAt = %#v, want run updatedAt", outlooks.UpdatedAt)
+	}
 }
 
 func TestHTTPErrorIsActionable(t *testing.T) {
 	server := fixtureServer(t, map[string]handlerOverride{
-		"/conditions/current": {status: http.StatusBadGateway, body: `upstream failed`},
+		"/forecast/hourly": {status: http.StatusBadGateway, body: `upstream failed`},
 	}, nil)
 	client := newTestClient(t, server.URL+"/", nil)
 
@@ -139,15 +203,140 @@ func TestHTTPErrorIsActionable(t *testing.T) {
 	if err == nil {
 		t.Fatal("FetchBundle() error = nil, want HTTP error")
 	}
-	if !strings.Contains(err.Error(), "/conditions/current") || !strings.Contains(err.Error(), "502") {
+	if !strings.Contains(err.Error(), "/forecast/hourly") || !strings.Contains(err.Error(), "502") {
 		t.Fatalf("error = %q, want endpoint and status", err.Error())
 	}
 }
 
+func TestWarmupRetriesBeforeFetchBundle(t *testing.T) {
+	var requested []string
+	var warmupCalls int
+	server := fixtureServer(t, map[string]handlerOverride{
+		defaultWarmupEndpoint: {handler: func(w http.ResponseWriter, r *http.Request) {
+			warmupCalls++
+			if warmupCalls == 1 {
+				w.WriteHeader(http.StatusBadGateway)
+				_, _ = w.Write([]byte("vpn waking up"))
+				return
+			}
+			http.ServeFile(w, r, filepath.Join("testdata", "current.json"))
+		}},
+	}, &requested)
+	client := newTestClient(t, server.URL+"/", nil)
+
+	bundle, err := client.FetchBundle(context.Background())
+	if err != nil {
+		t.Fatalf("FetchBundle() error = %v", err)
+	}
+	if bundle.Current == nil {
+		t.Fatal("Current = nil, want successful fetch after warmup retry")
+	}
+	if warmupCalls != 3 {
+		t.Fatalf("conditions/current calls = %d, want failed warmup, successful warmup, and current source fetch", warmupCalls)
+	}
+	if len(requested) < 2 || !containsPath(requested[:2], defaultWarmupEndpoint) {
+		t.Fatalf("initial requests = %v, want warmup endpoint retries", requested)
+	}
+}
+
+func TestWarmupFailureStopsBeforeSourceFetches(t *testing.T) {
+	var requested []string
+	server := fixtureServer(t, map[string]handlerOverride{
+		defaultWarmupEndpoint: {status: http.StatusBadGateway, body: `vpn unavailable`},
+	}, &requested)
+	client := newTestClient(t, server.URL+"/", nil)
+	client.warmupAttempts = 2
+
+	_, err := client.FetchBundle(context.Background())
+	if err == nil {
+		t.Fatal("FetchBundle() error = nil, want warmup failure")
+	}
+	if !strings.Contains(err.Error(), "warm up weather API") ||
+		!strings.Contains(err.Error(), defaultWarmupEndpoint) ||
+		!strings.Contains(err.Error(), "2 attempts") ||
+		!strings.Contains(err.Error(), "502") {
+		t.Fatalf("error = %q, want warmup endpoint, attempts, and status", err.Error())
+	}
+	if got := countPath(requested, defaultWarmupEndpoint); got != 2 {
+		t.Fatalf("warmup requests = %d, want 2; all requests = %v", got, requested)
+	}
+	if containsPath(requested, "/observations") {
+		t.Fatalf("requested paths = %v, want warmup failure before source fetches", requested)
+	}
+}
+
+func TestFetchRetriesRetryableStatus(t *testing.T) {
+	var hourlyCalls int
+	server := fixtureServer(t, map[string]handlerOverride{
+		"/forecast/hourly": {handler: func(w http.ResponseWriter, r *http.Request) {
+			hourlyCalls++
+			if hourlyCalls == 1 {
+				w.WriteHeader(http.StatusBadGateway)
+				_, _ = w.Write([]byte("temporary upstream failure"))
+				return
+			}
+			http.ServeFile(w, r, filepath.Join("testdata", "hourly.json"))
+		}},
+	}, nil)
+	client := newTestClient(t, server.URL+"/", nil)
+
+	bundle, err := client.FetchBundle(context.Background())
+	if err != nil {
+		t.Fatalf("FetchBundle() error = %v", err)
+	}
+	if bundle.Hourly == nil {
+		t.Fatal("Hourly = nil, want successful fetch after retry")
+	}
+	if hourlyCalls != 2 {
+		t.Fatalf("hourly calls = %d, want 2", hourlyCalls)
+	}
+}
+
+func TestFetchDoesNotRetryNonRetryableStatus(t *testing.T) {
+	var hourlyCalls int
+	server := fixtureServer(t, map[string]handlerOverride{
+		"/forecast/hourly": {handler: func(w http.ResponseWriter, r *http.Request) {
+			hourlyCalls++
+			w.WriteHeader(http.StatusNotFound)
+			_, _ = w.Write([]byte("not found"))
+		}},
+	}, nil)
+	client := newTestClient(t, server.URL+"/", nil)
+
+	_, err := client.FetchBundle(context.Background())
+	if err == nil {
+		t.Fatal("FetchBundle() error = nil, want non-retryable status error")
+	}
+	if hourlyCalls != 1 {
+		t.Fatalf("hourly calls = %d, want no retry", hourlyCalls)
+	}
+}
+
+func TestFetchDoesNotRetryMalformedEnvelope(t *testing.T) {
+	var hourlyCalls int
+	server := fixtureServer(t, map[string]handlerOverride{
+		"/forecast/hourly": {handler: func(w http.ResponseWriter, r *http.Request) {
+			hourlyCalls++
+			w.WriteHeader(http.StatusOK)
+			_, _ = w.Write([]byte(`not-json`))
+		}},
+	}, nil)
+	client := newTestClient(t, server.URL+"/", nil)
+
+	_, err := client.FetchBundle(context.Background())
+	if err == nil {
+		t.Fatal("FetchBundle() error = nil, want envelope decode error")
+	}
+	if hourlyCalls != 1 {
+		t.Fatalf("hourly calls = %d, want no retry", hourlyCalls)
+	}
+}
+
 func TestRequiredHourlyForecast(t *testing.T) {
+	var requested []string
 	server := fixtureServer(t, map[string]handlerOverride{
 		"/forecast/hourly": {status: http.StatusOK, body: `{"data": null}`},
-	}, nil)
+	}, &requested)
 	client := newTestClient(t, server.URL+"/", nil)
 
 	_, err := client.FetchBundle(context.Background())
@@ -157,6 +346,9 @@ func TestRequiredHourlyForecast(t *testing.T) {
 	if !strings.Contains(err.Error(), "hourly forecast data") {
 		t.Fatalf("error = %q, want hourly context", err.Error())
 	}
+	if got := countPath(requested, "/forecast/hourly"); got != 1 {
+		t.Fatalf("hourly requests = %d, want no retry; all requests = %v", got, requested)
+	}
 }
 
 func TestNullAlertsMeansNoActiveAlerts(t *testing.T) {
@@ -189,6 +381,59 @@ func TestNullAlertsMeansNoActiveAlerts(t *testing.T) {
 	}
 }
 
+func TestMissingSPCConvectiveOutlooksUsesPolicy(t *testing.T) {
+	server := fixtureServer(t, map[string]handlerOverride{
+		convectiveOutlooksEndpoint: {status: http.StatusOK, body: `{"data": null}`},
+	}, nil)
+	client := newTestClient(t, server.URL+"/", map[string]config.MissingSourcePolicy{
+		sourceSPCConvectiveOutlooks: config.MissingSourceWarn,
+	})
+
+	bundle, err := client.FetchBundle(context.Background())
+	if err != nil {
+		t.Fatalf("FetchBundle() error = %v", err)
+	}
+	if bundle.SPCConvectiveOutlooks != nil {
+		t.Fatalf("SPCConvectiveOutlooks = %#v, want nil for missing source", bundle.SPCConvectiveOutlooks)
+	}
+	source := sourceByName(t, bundle.Sources, sourceSPCConvectiveOutlooks)
+	if !source.Missing || len(source.Warnings) != 1 {
+		t.Fatalf("convective outlook source = %#v, want missing source warning", source)
+	}
+}
+
+func TestEmptySPCConvectiveOutlooksAreCheckedData(t *testing.T) {
+	server := fixtureServer(t, map[string]handlerOverride{
+		convectiveOutlooksEndpoint: {status: http.StatusOK, body: `{"data":{"asOf":"2026-05-29T16:00:00Z","outlooks":[],"discussions":[]}}`},
+	}, nil)
+	client := newTestClient(t, server.URL+"/", map[string]config.MissingSourcePolicy{
+		sourceSPCConvectiveOutlooks: config.MissingSourceWarn,
+	})
+
+	bundle, err := client.FetchBundle(context.Background())
+	if err != nil {
+		t.Fatalf("FetchBundle() error = %v", err)
+	}
+	if bundle.SPCConvectiveOutlooks == nil {
+		t.Fatal("SPCConvectiveOutlooks = nil, want checked empty run")
+	}
+	if len(bundle.SPCConvectiveOutlooks.Outlooks) != 0 || len(bundle.SPCConvectiveOutlooks.Discussions) != 0 {
+		t.Fatalf("SPCConvectiveOutlooks = %#v, want empty arrays", bundle.SPCConvectiveOutlooks)
+	}
+	source := sourceByName(t, bundle.Sources, sourceSPCConvectiveOutlooks)
+	if source.Missing || len(source.Warnings) != 0 {
+		t.Fatalf("convective outlook source = %#v, want non-missing source without warnings", source)
+	}
+	if source.IssuedAt == nil || source.IssuedAt.Format(time.RFC3339) != "2026-05-29T16:00:00Z" {
+		t.Fatalf("convective outlook IssuedAt = %#v, want fallback to asOf", source.IssuedAt)
+	}
+	for _, warning := range bundle.Warnings {
+		if warning.Source == sourceSPCConvectiveOutlooks {
+			t.Fatalf("warnings = %#v, want no convective outlook warning", bundle.Warnings)
+		}
+	}
+}
+
 func TestMissingSourcePolicyWarnNoneError(t *testing.T) {
 	tests := []struct {
 		name       string
@@ -197,7 +442,7 @@ func TestMissingSourcePolicyWarnNoneError(t *testing.T) {
 		wantWarns  int
 		wantSource bool
 	}{
-		{name: "warn", policy: config.MissingSourceWarn, wantWarns: 2, wantSource: true},
+		{name: "warn", policy: config.MissingSourceWarn, wantWarns: 1, wantSource: true},
 		{name: "none", policy: config.MissingSourceNone, wantWarns: 0, wantSource: true},
 		{name: "error", policy: config.MissingSourceError, wantErr: true},
 	}
@@ -312,6 +557,43 @@ func TestContextCancellation(t *testing.T) {
 	}
 }
 
+func TestRetryDelayRespectsContextCancellation(t *testing.T) {
+	var cancel context.CancelFunc
+	var hourlyCalls int
+	server := fixtureServer(t, map[string]handlerOverride{
+		"/forecast/hourly": {handler: func(w http.ResponseWriter, r *http.Request) {
+			hourlyCalls++
+			if cancel != nil {
+				cancel()
+			}
+			w.WriteHeader(http.StatusBadGateway)
+			_, _ = w.Write([]byte("temporary upstream failure"))
+		}},
+	}, nil)
+	client := newTestClient(t, server.URL+"/", nil)
+	client.fetchRetryDelay = time.Hour
+
+	ctx, cancelFunc := context.WithCancel(context.Background())
+	cancel = cancelFunc
+	defer cancelFunc()
+
+	start := time.Now()
+	_, err := client.FetchBundle(ctx)
+	elapsed := time.Since(start)
+	if err == nil {
+		t.Fatal("FetchBundle() error = nil, want cancellation during retry delay")
+	}
+	if !strings.Contains(err.Error(), context.Canceled.Error()) {
+		t.Fatalf("error = %q, want context cancellation", err.Error())
+	}
+	if elapsed > time.Second {
+		t.Fatalf("FetchBundle() elapsed = %s, want prompt cancellation", elapsed)
+	}
+	if hourlyCalls != 1 {
+		t.Fatalf("hourly calls = %d, want retry delay cancellation before second attempt", hourlyCalls)
+	}
+}
+
 func TestHTTPTimeout(t *testing.T) {
 	server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
 		time.Sleep(50 * time.Millisecond)
@@ -324,12 +606,14 @@ func TestHTTPTimeout(t *testing.T) {
 	if err != nil {
 		t.Fatalf("New() error = %v", err)
 	}
+	client.warmupDelay = 0
+	client.fetchRetryDelay = 0
 
 	_, err = client.FetchBundle(context.Background())
 	if err == nil {
 		t.Fatal("FetchBundle() error = nil, want timeout error")
 	}
-	if !strings.Contains(err.Error(), "/observations") {
+	if !strings.Contains(err.Error(), defaultWarmupEndpoint) {
 		t.Fatalf("error = %q, want endpoint context", err.Error())
 	}
 }
@@ -356,26 +640,32 @@ func TestSaveBundle(t *testing.T) {
 }
 
 type handlerOverride struct {
-	status int
-	body   string
+	status  int
+	body    string
+	handler http.HandlerFunc
 }
 
 func fixtureServer(t *testing.T, overrides map[string]handlerOverride, requested *[]string) *httptest.Server {
 	t.Helper()
 	fixtures := map[string]string{
-		"/observations":          "observations.json",
-		"/conditions/current":    "current.json",
-		"/forecast/hourly":       "hourly.json",
-		"/forecast/narrative":    "narrative.json",
-		"/alerts/active":         "alerts.json",
-		"/discussion":            "discussion.json",
-		"/weatherstories/latest": "weather_story.json",
+		"/observations":            "observations.json",
+		"/conditions/current":      "current.json",
+		"/forecast/hourly":         "hourly.json",
+		"/forecast/narrative":      "narrative.json",
+		"/alerts/active":           "alerts.json",
+		"/discussion":              "discussion.json",
+		"/weatherstories/latest":   "weather_story.json",
+		convectiveOutlooksEndpoint: "convective_outlooks.json",
 	}
 	server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
 		if requested != nil {
 			*requested = append(*requested, r.URL.String())
 		}
 		if override, ok := overrides[r.URL.Path]; ok {
+			if override.handler != nil {
+				override.handler(w, r)
+				return
+			}
 			w.WriteHeader(override.status)
 			_, _ = w.Write([]byte(override.body))
 			return
@@ -401,6 +691,8 @@ func newTestClient(t *testing.T, baseURL string, sourcePolicies map[string]confi
 	if err != nil {
 		t.Fatalf("New() error = %v", err)
 	}
+	client.warmupDelay = 0
+	client.fetchRetryDelay = 0
 	return client
 }
 
@@ -423,7 +715,17 @@ func containsPath(requested []string, path string) bool {
 	return false
 }
 
-func sourceByName(t *testing.T, sources []forecast.Source, name string) forecast.Source {
+func countPath(requested []string, path string) int {
+	var count int
+	for _, rawURL := range requested {
+		if strings.HasPrefix(rawURL, path+"?") || rawURL == path {
+			count++
+		}
+	}
+	return count
+}
+
+func sourceByName(t *testing.T, sources []weatherdata.Source, name string) weatherdata.Source {
 	t.Helper()
 	for _, source := range sources {
 		if source.Name == name {
@@ -431,7 +733,7 @@ func sourceByName(t *testing.T, sources []forecast.Source, name string) forecast
 		}
 	}
 	t.Fatalf("source %q not found in %#v", name, sources)
-	return forecast.Source{}
+	return weatherdata.Source{}
 }
 
 func hashFixtureData(t *testing.T, fixture string) string {

internal/adapters/weatherapi/testdata/convective_outlooks.json

@@ -0,0 +1,50 @@
+{
+  "data": {
+    "locationId": "nws-lsx-grid-90-74",
+    "locationName": "St. Louis, MO",
+    "asOf": "2026-05-29T16:00:00Z",
+    "issuedAt": "2026-05-29T15:45:00Z",
+    "updatedAt": "2026-05-29T16:05:00Z",
+    "product": "convective_outlook",
+    "outlooks": [
+      {
+        "id": "day1-categorical-slight",
+        "provider": "spc",
+        "product": "convective_outlook",
+        "day": 1,
+        "outlookType": "categorical",
+        "label": "SLGT",
+        "labelText": "Slight Risk",
+        "forecaster": "Smith",
+        "severityRank": 3,
+        "validFrom": "2026-05-29T13:00:00-05:00",
+        "validTo": "2026-05-30T07:00:00-05:00",
+        "issuedAt": "2026-05-29T15:45:00Z",
+        "expiresAt": "2026-05-30T07:00:00-05:00",
+        "sourceUrl": "https://www.spc.noaa.gov/products/outlook/day1otlk.html",
+        "imageUrl": "https://www.spc.noaa.gov/products/outlook/day1probotlk_2000_torn.gif",
+        "containsLocation": true,
+        "geometry": {
+          "type": "Polygon",
+          "coordinates": [
+            [
+              [-91.0, 38.0],
+              [-90.0, 38.5],
+              [-89.5, 37.8],
+              [-91.0, 38.0]
+            ]
+          ]
+        }
+      }
+    ],
+    "discussions": [
+      {
+        "day": 1,
+        "headline": "Severe storms possible",
+        "summary": "Scattered severe storms are possible.",
+        "discussion": "A few storms may become severe during the afternoon.",
+        "updatedAt": "2026-05-29T16:05:00Z"
+      }
+    ]
+  }
+}

internal/app/batch_generation_test.go

@@ -0,0 +1,236 @@
+package app
+
+import (
+	"context"
+	"errors"
+	"os"
+	"path/filepath"
+	"strings"
+	"testing"
+
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/config"
+)
+
+func TestRunBatchDetailedKeepsSuccessfulOutputAndSkipsNotificationAfterPartialFailure(t *testing.T) {
+	bundle := generationBundle(t)
+	bundle.Hourly.Periods = bundle.Hourly.Periods[:1]
+	notifier := &generationNotifier{}
+	executor := &generationExecutor{failedPrompt: generationDefinitionForPrompt("weather.tomorrow_generated_text").PromptID}
+	result, err := RunBatchDetailed(context.Background(), BatchRequest{
+		Config: generationDistributorConfig(), Batch: BatchMorning,
+		Now: generationTime("2026-05-29T08:30:00-05:00"), WorkingDir: t.TempDir(), OutputDir: t.TempDir(),
+		Collector: &generationCollector{bundle: &bundle}, Executor: executor, Notifier: notifier,
+	})
+	if err != nil || result == nil || result.Total != 2 || result.Succeeded != 1 || result.Failed != 1 || result.Notification == nil || result.Notification.Status != "skipped" || notifier.batchCalls != 0 {
+		t.Fatalf("RunBatchDetailed() result/error/notifier = %#v/%v/%#v", result, err, notifier)
+	}
+	if result.Reports[0].Status != "succeeded" || result.Reports[0].OutputPath == "" || result.Reports[1].Status != "failed" || result.Reports[1].OutputPath != "" {
+		t.Fatalf("report results = %#v", result.Reports)
+	}
+	if data, readErr := os.ReadFile(result.Reports[0].OutputPath); readErr != nil || len(data) == 0 {
+		t.Fatalf("successful output = %q, error = %v", data, readErr)
+	}
+}
+
+func TestRunBatchDetailedNotifiesOnlyAfterAllOutputsExist(t *testing.T) {
+	bundle := generationBundle(t)
+	bundle.Hourly.Periods = bundle.Hourly.Periods[:1]
+	outputDir := t.TempDir()
+	notifier := &generationNotifier{}
+	result, err := RunBatchDetailed(context.Background(), BatchRequest{
+		Config: generationDistributorConfig(), Batch: BatchMorning,
+		Now: generationTime("2026-05-29T08:30:00-05:00"), WorkingDir: t.TempDir(), OutputDir: outputDir,
+		Collector: &generationCollector{bundle: &bundle}, Executor: &generationExecutor{}, Notifier: notifier,
+	})
+	if err != nil || result == nil || result.Total != 2 || result.Succeeded != 2 || result.Failed != 0 || notifier.batchCalls != 1 || result.Notification == nil || result.Notification.Status != "succeeded" {
+		t.Fatalf("RunBatchDetailed() result/error/notifier = %#v/%v/%#v", result, err, notifier)
+	}
+	if len(notifier.batchRequest.Files) < 2 || len(notifier.batchRequest.IncludedReports) != 2 {
+		t.Fatalf("batch notification = %#v", notifier.batchRequest)
+	}
+	if result.Reports[0].OutputPath == result.Reports[1].OutputPath {
+		t.Fatalf("batch reports share output path %q", result.Reports[0].OutputPath)
+	}
+	for _, file := range notifier.batchRequest.Files {
+		if filepath.Dir(file.SourcePath) != outputDir || file.BundlePath == "" {
+			t.Fatalf("notification file = %#v", file)
+		}
+		if _, statErr := os.Stat(file.SourcePath); statErr != nil {
+			t.Fatalf("notification source %q: %v", file.SourcePath, statErr)
+		}
+	}
+}
+
+func TestRunBatchDetailedUsesDefaultAndConfiguredOutputDirectories(t *testing.T) {
+	tests := []struct {
+		name      string
+		directory func(t *testing.T, workingDir string) string
+		wantDir   func(t *testing.T, workingDir string, configuredDir string) string
+	}{
+		{
+			name: "working directory default",
+			directory: func(_ *testing.T, _ string) string {
+				return ""
+			},
+			wantDir: func(_ *testing.T, workingDir string, _ string) string {
+				return workingDir
+			},
+		},
+		{
+			name: "absolute directory",
+			directory: func(t *testing.T, _ string) string {
+				return filepath.Join(t.TempDir(), "reports")
+			},
+			wantDir: func(_ *testing.T, _ string, configuredDir string) string {
+				return configuredDir
+			},
+		},
+		{
+			name: "relative directory",
+			directory: func(_ *testing.T, _ string) string {
+				return "configured/../reports"
+			},
+			wantDir: func(_ *testing.T, workingDir string, _ string) string {
+				return filepath.Join(workingDir, "reports")
+			},
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			workingDir := t.TempDir()
+			configuredDir := tt.directory(t, workingDir)
+			cfg := generationDistributorConfig()
+			cfg.Output.Directory = configuredDir
+			bundle := generationBundle(t)
+			bundle.Hourly.Periods = bundle.Hourly.Periods[:1]
+			notifier := &generationNotifier{}
+
+			result, err := RunBatchDetailed(context.Background(), BatchRequest{
+				Config: cfg, Batch: BatchMorning,
+				Now: generationTime("2026-05-29T08:30:00-05:00"), WorkingDir: workingDir,
+				Collector: &generationCollector{bundle: &bundle}, Executor: &generationExecutor{}, Notifier: notifier,
+			})
+			wantDir := tt.wantDir(t, workingDir, configuredDir)
+			if err != nil || result == nil || result.Succeeded != len(result.Reports) || notifier.batchCalls != 1 {
+				t.Fatalf("RunBatchDetailed() result/error/notifier = %#v/%v/%#v", result, err, notifier)
+			}
+			for _, item := range result.Reports {
+				if filepath.Dir(item.OutputPath) != wantDir {
+					t.Fatalf("report output %q, want directory %q", item.OutputPath, wantDir)
+				}
+			}
+			for _, file := range notifier.batchRequest.Files {
+				if filepath.Dir(file.SourcePath) != wantDir {
+					t.Fatalf("notification source %q, want directory %q", file.SourcePath, wantDir)
+				}
+			}
+		})
+	}
+}
+
+func TestRunBatchDetailedExplicitOutputDirectoryIgnoresConfiguredDirectory(t *testing.T) {
+	configuredPath := filepath.Join(t.TempDir(), "not-a-directory")
+	if err := os.WriteFile(configuredPath, []byte("not a directory"), 0o600); err != nil {
+		t.Fatal(err)
+	}
+	explicitDir := t.TempDir()
+	cfg := generationDistributorConfig()
+	cfg.Output.Directory = configuredPath
+	bundle := generationBundle(t)
+	bundle.Hourly.Periods = bundle.Hourly.Periods[:1]
+
+	result, err := RunBatchDetailed(context.Background(), BatchRequest{
+		Config: cfg, Batch: BatchMorning,
+		Now: generationTime("2026-05-29T08:30:00-05:00"), WorkingDir: t.TempDir(), OutputDir: explicitDir,
+		Collector: &generationCollector{bundle: &bundle}, Executor: &generationExecutor{}, Notifier: &generationNotifier{},
+	})
+	if err != nil || result == nil || result.Succeeded != len(result.Reports) {
+		t.Fatalf("RunBatchDetailed() result/error = %#v/%v", result, err)
+	}
+	for _, item := range result.Reports {
+		if filepath.Dir(item.OutputPath) != explicitDir {
+			t.Fatalf("report output %q, want directory %q", item.OutputPath, explicitDir)
+		}
+	}
+}
+
+func TestRunBatchDetailedPreflightsAllOutputPaths(t *testing.T) {
+	bundle := generationBundle(t)
+	bundle.Hourly.Periods = bundle.Hourly.Periods[:1]
+	outputDir := t.TempDir()
+	if err := os.Mkdir(filepath.Join(outputDir, "tomorrow.md"), 0o700); err != nil {
+		t.Fatal(err)
+	}
+	todayPath := filepath.Join(outputDir, "today.md")
+	const previousReport = "previous report"
+	if err := os.WriteFile(todayPath, []byte(previousReport), 0o600); err != nil {
+		t.Fatal(err)
+	}
+	executor := &generationExecutor{}
+	promptInspectedBeforeCollection := false
+	collector := &generationCollector{
+		bundle: &bundle,
+		beforeRun: func() {
+			promptInspectedBeforeCollection = executor.promptInspections > 0
+		},
+	}
+	result, err := RunBatchDetailed(context.Background(), BatchRequest{
+		Config: generationDistributorConfig(), Batch: BatchMorning,
+		Now: generationTime("2026-05-29T08:30:00-05:00"), WorkingDir: t.TempDir(), OutputDir: outputDir,
+		Collector: collector, Executor: executor, Notifier: &generationNotifier{},
+	})
+	if err == nil || result != nil || !collector.called || !promptInspectedBeforeCollection || executor.called {
+		t.Fatalf("RunBatchDetailed() result/error/collection/inspection/execution = %#v/%v/%t/%t/%t", result, err, collector.called, promptInspectedBeforeCollection, executor.called)
+	}
+	if data, readErr := os.ReadFile(todayPath); readErr != nil || string(data) != previousReport {
+		t.Fatalf("earlier output = %q, error = %v", data, readErr)
+	}
+	if info, statErr := os.Stat(filepath.Join(outputDir, "tomorrow.md")); statErr != nil || !info.IsDir() {
+		t.Fatalf("blocked output info/error = %#v/%v", info, statErr)
+	}
+}
+
+func TestRunBatchDetailedRetainsReportCountsWhenNotificationFails(t *testing.T) {
+	bundle := generationBundle(t)
+	bundle.Hourly.Periods = bundle.Hourly.Periods[:1]
+	outputDir := t.TempDir()
+	notifier := &generationNotifier{batchErr: errors.New("distributor unavailable")}
+	result, err := RunBatchDetailed(context.Background(), BatchRequest{
+		Config: generationDistributorConfig(), Batch: BatchMorning,
+		Now: generationTime("2026-05-29T08:30:00-05:00"), WorkingDir: t.TempDir(), OutputDir: outputDir,
+		Collector: &generationCollector{bundle: &bundle}, Executor: &generationExecutor{}, Notifier: notifier,
+	})
+	if err != nil || result == nil || result.Total != len(result.Reports) || result.Succeeded != len(result.Reports) || result.Failed != 0 || result.Notification == nil || result.Notification.Status != "failed" {
+		t.Fatalf("RunBatchDetailed() result/error = %#v/%v", result, err)
+	}
+	for _, item := range result.Reports {
+		if item.Status != "succeeded" || item.OutputPath == "" {
+			t.Fatalf("report result = %#v", item)
+		}
+		if _, statErr := os.Stat(item.OutputPath); statErr != nil {
+			t.Fatalf("published output %q: %v", item.OutputPath, statErr)
+		}
+	}
+}
+
+func TestRunBatchReturnsNotificationFailureWithoutReportFailureWording(t *testing.T) {
+	bundle := generationBundle(t)
+	bundle.Hourly.Periods = bundle.Hourly.Periods[:1]
+	err := RunBatch(context.Background(), BatchRequest{
+		Config: generationDistributorConfig(), Batch: BatchMorning,
+		Now: generationTime("2026-05-29T08:30:00-05:00"), WorkingDir: t.TempDir(), OutputDir: t.TempDir(),
+		Collector: &generationCollector{bundle: &bundle}, Executor: &generationExecutor{}, Notifier: &generationNotifier{batchErr: errors.New("distributor unavailable")},
+	})
+	var batchErr BatchError
+	if !errors.As(err, &batchErr) || batchErr.Result == nil || batchErr.Result.Failed != 0 || batchErr.Result.Notification == nil || batchErr.Result.Notification.Status != "failed" || !strings.Contains(err.Error(), "notification failed") || strings.Contains(err.Error(), "reports failed") {
+		t.Fatalf("RunBatch() error/result = %v/%#v", err, batchErr.Result)
+	}
+}
+
+func generationDistributorConfig() config.Config {
+	cfg := generationConfig()
+	cfg.Notify.Distributor.Enabled = true
+	cfg.Notify.Distributor.PipelineIDTemplate = "weather"
+	return cfg
+}

internal/app/batch_notification.go

@@ -0,0 +1,293 @@
+package app
+
+import (
+	"context"
+	"fmt"
+	"path/filepath"
+	"time"
+
+	distributoradapter "gitea.maximumdirect.net/eric/weatherreporter/internal/adapters/distributor"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/config"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/report"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/timeutil"
+)
+
+const runIDTimestampLayout = "20060102T150405.000000000Z"
+
+type batchNotificationIdentity struct {
+	PipelineID     string
+	BundleID       string
+	IdempotencyKey string
+}
+
+type batchNotificationRequest struct {
+	Batch           BatchKind
+	RunID           string
+	PipelineID      string
+	BundleID        string
+	IdempotencyKey  string
+	Files           []batchNotificationFile
+	IncludedReports []BatchNotificationReport
+	CreatedAt       time.Time
+}
+
+type batchNotificationFile struct {
+	ReportID   report.ID
+	RunID      string
+	SourcePath string
+	BundlePath string
+}
+
+type batchNotifier interface {
+	NotifyBatch(context.Context, batchNotificationRequest) (*NotificationResult, error)
+}
+
+func batchRunID(startedAt time.Time, batch BatchKind) string {
+	return startedAt.UTC().Format(runIDTimestampLayout) + "_" + string(batch)
+}
+
+func notifyBatch(ctx context.Context, cfg config.Config, batch BatchKind, runID string, startedAt time.Time, result *BatchResult, planned []plannedBatchReport, notifier Notifier) *BatchNotificationResult {
+	if !cfg.Notify.Distributor.Enabled {
+		return nil
+	}
+	if !cfg.Notify.Distributor.Batch.Enabled {
+		return nil
+	}
+	if result == nil {
+		return failedBatchNotificationResult(batchNotificationRequest{}, fmt.Errorf("batch result is required"))
+	}
+	if result.Failed > 0 {
+		return &BatchNotificationResult{
+			Status: "skipped",
+			Reason: "one or more reports failed",
+		}
+	}
+
+	req, err := buildBatchNotificationRequest(cfg, batch, runID, startedAt, result.Reports, planned)
+	if err != nil {
+		return failedBatchNotificationResult(batchNotificationRequest{}, err)
+	}
+
+	batchNotifier, err := resolveBatchNotifier(cfg, notifier)
+	if err != nil {
+		return failedBatchNotificationResult(req, err)
+	}
+
+	notification, notifyErr := batchNotifier.NotifyBatch(ctx, req)
+	wrappedErr := notifyErr
+	if notifyErr != nil {
+		wrappedErr = fmt.Errorf("notify batch %q run %q bundle %q: %w", batch, runID, req.BundleID, notifyErr)
+	}
+	batchResult := batchNotificationResult(req, notification)
+	if wrappedErr != nil {
+		batchResult.Status = "failed"
+		batchResult.Error = wrappedErr.Error()
+		return batchResult
+	}
+	return batchResult
+}
+
+func resolveBatchNotifier(cfg config.Config, notifier Notifier) (batchNotifier, error) {
+	if notifier != nil {
+		if batchNotifier, ok := notifier.(batchNotifier); ok {
+			return batchNotifier, nil
+		}
+		return nil, fmt.Errorf("batch distributor notifier is required")
+	}
+	return distributorNotifier{
+		client: distributoradapter.New(cfg.Notify.Distributor),
+	}, nil
+}
+
+func buildBatchNotificationRequest(cfg config.Config, batch BatchKind, runID string, startedAt time.Time, reports []BatchReportResult, planned []plannedBatchReport) (batchNotificationRequest, error) {
+	if len(reports) == 0 {
+		return batchNotificationRequest{}, fmt.Errorf("batch notification requires at least one report")
+	}
+
+	identity, err := renderBatchNotificationIdentity(cfg, batch, runID, startedAt)
+	if err != nil {
+		return batchNotificationRequest{}, err
+	}
+	if identity.PipelineID == "" {
+		return batchNotificationRequest{}, fmt.Errorf("batch notification pipeline id is required")
+	}
+	if identity.BundleID == "" {
+		return batchNotificationRequest{}, fmt.Errorf("batch notification bundle id is required")
+	}
+	if identity.IdempotencyKey == "" {
+		return batchNotificationRequest{}, fmt.Errorf("batch notification idempotency key is required for bundle %q", identity.BundleID)
+	}
+
+	plannedByRunID, err := plannedReportsByRunID(planned)
+	if err != nil {
+		return batchNotificationRequest{}, err
+	}
+
+	req := batchNotificationRequest{
+		Batch:          batch,
+		RunID:          runID,
+		PipelineID:     identity.PipelineID,
+		BundleID:       identity.BundleID,
+		IdempotencyKey: identity.IdempotencyKey,
+		CreatedAt:      startedAt,
+	}
+	seenBundlePaths := map[string]batchNotificationFile{}
+	for _, item := range reports {
+		plannedReport, ok := plannedByRunID[item.RunID]
+		if !ok {
+			return batchNotificationRequest{}, fmt.Errorf("batch notification report %q run %q has no matching planned report", item.ReportID, item.RunID)
+		}
+		if item.ReportID != plannedReport.Resolved.Definition.ID {
+			return batchNotificationRequest{}, fmt.Errorf("batch notification report %q run %q does not match planned report %q", item.ReportID, item.RunID, plannedReport.Resolved.Definition.ID)
+		}
+		if item.OutputPath == "" {
+			return batchNotificationRequest{}, fmt.Errorf("batch notification report %q run %q is missing output path", item.ReportID, item.RunID)
+		}
+
+		values, err := distributorTemplateValuesForReport(cfg, plannedReport.Resolved, item.RunID, filepath.Base(item.OutputPath))
+		if err != nil {
+			return batchNotificationRequest{}, fmt.Errorf("batch notification report %q run %q source path %q: %w", item.ReportID, item.RunID, item.OutputPath, err)
+		}
+		bundlePaths, err := renderDistributorReportBundlePaths(cfg, plannedReport.Resolved, item.RunID, item.OutputPath, values)
+		if err != nil {
+			return batchNotificationRequest{}, err
+		}
+
+		included := BatchNotificationReport{
+			ReportID:    item.ReportID,
+			RunID:       item.RunID,
+			SourcePath:  item.OutputPath,
+			BundlePaths: append([]string(nil), bundlePaths...),
+		}
+		for _, bundlePath := range bundlePaths {
+			file := batchNotificationFile{
+				ReportID:   item.ReportID,
+				RunID:      item.RunID,
+				SourcePath: item.OutputPath,
+				BundlePath: bundlePath,
+			}
+			if previous, ok := seenBundlePaths[bundlePath]; ok {
+				return batchNotificationRequest{}, fmt.Errorf("batch notification duplicate bundle path %q for report %q run %q source path %q; already used by report %q run %q source path %q", bundlePath, item.ReportID, item.RunID, item.OutputPath, previous.ReportID, previous.RunID, previous.SourcePath)
+			}
+			seenBundlePaths[bundlePath] = file
+			req.Files = append(req.Files, file)
+		}
+		req.IncludedReports = append(req.IncludedReports, included)
+	}
+	if len(req.Files) == 0 {
+		return batchNotificationRequest{}, fmt.Errorf("batch notification requires at least one file mapping")
+	}
+	return req, nil
+}
+
+func plannedReportsByRunID(planned []plannedBatchReport) (map[string]plannedBatchReport, error) {
+	byRunID := make(map[string]plannedBatchReport, len(planned))
+	for _, item := range planned {
+		runID := item.Resolved.Metadata().RunID
+		if runID == "" {
+			return nil, fmt.Errorf("planned report %q has empty run id", item.Resolved.Definition.ID)
+		}
+		if previous, ok := byRunID[runID]; ok {
+			return nil, fmt.Errorf("planned reports %q and %q share run id %q", previous.Resolved.Definition.ID, item.Resolved.Definition.ID, runID)
+		}
+		byRunID[runID] = item
+	}
+	return byRunID, nil
+}
+
+func batchDistributorUploadRequest(req batchNotificationRequest) distributoradapter.UploadRequest {
+	files := make([]distributoradapter.UploadFile, 0, len(req.Files))
+	for _, file := range req.Files {
+		files = append(files, distributoradapter.UploadFile{
+			SourcePath: file.SourcePath,
+			BundlePath: file.BundlePath,
+		})
+	}
+	return distributoradapter.UploadRequest{
+		PipelineID:     req.PipelineID,
+		BundleID:       req.BundleID,
+		IdempotencyKey: req.IdempotencyKey,
+		Files:          files,
+		CreatedAt:      req.CreatedAt,
+	}
+}
+
+func batchNotificationResult(req batchNotificationRequest, result *NotificationResult) *BatchNotificationResult {
+	notification := &BatchNotificationResult{
+		Status:          "unknown",
+		PipelineID:      req.PipelineID,
+		BundleID:        req.BundleID,
+		IdempotencyKey:  req.IdempotencyKey,
+		IncludedReports: append([]BatchNotificationReport(nil), req.IncludedReports...),
+	}
+	if result != nil {
+		notification.Status = result.Status
+		notification.RunID = result.RunID
+		if result.PipelineID != "" {
+			notification.PipelineID = result.PipelineID
+		}
+		if result.BundleID != "" {
+			notification.BundleID = result.BundleID
+		}
+		if result.IdempotencyKey != "" {
+			notification.IdempotencyKey = result.IdempotencyKey
+		}
+		if result.Error != "" {
+			notification.Error = result.Error
+		}
+	}
+	if notification.Status == "" {
+		notification.Status = "unknown"
+	}
+	return notification
+}
+
+func failedBatchNotificationResult(req batchNotificationRequest, err error) *BatchNotificationResult {
+	notification := batchNotificationResult(req, nil)
+	notification.Status = "failed"
+	if err != nil {
+		notification.Error = err.Error()
+	}
+	return notification
+}
+
+func renderBatchNotificationIdentity(cfg config.Config, batch BatchKind, runID string, startedAt time.Time) (batchNotificationIdentity, error) {
+	values, err := batchNotificationTemplateValues(cfg, batch, runID, startedAt)
+	if err != nil {
+		return batchNotificationIdentity{}, err
+	}
+
+	bundleID, err := config.RenderDistributorBatchBundleID(cfg.Notify.Distributor.Batch.BundleIDTemplate, values)
+	if err != nil {
+		return batchNotificationIdentity{}, err
+	}
+	values.BundleID = bundleID
+
+	pipelineID, err := config.RenderDistributorBatchPipelineID(cfg.Notify.Distributor.Batch.PipelineIDTemplate, values)
+	if err != nil {
+		return batchNotificationIdentity{}, err
+	}
+	idempotencyKey, err := config.RenderDistributorBatchIdempotencyKey(cfg.Notify.Distributor.Batch.IdempotencyKeyTemplate, values)
+	if err != nil {
+		return batchNotificationIdentity{}, err
+	}
+
+	return batchNotificationIdentity{
+		PipelineID:     pipelineID,
+		BundleID:       bundleID,
+		IdempotencyKey: idempotencyKey,
+	}, nil
+}
+
+func batchNotificationTemplateValues(cfg config.Config, batch BatchKind, runID string, startedAt time.Time) (config.DistributorBatchTemplateValues, error) {
+	location, err := timeutil.LoadLocation(cfg.WeatherAPI.Timezone)
+	if err != nil {
+		return config.DistributorBatchTemplateValues{}, fmt.Errorf("load batch notification timezone: %w", err)
+	}
+	return config.DistributorBatchTemplateValues{
+		LocationID:       cfg.Location.ID,
+		Batch:            string(batch),
+		BatchRunID:       runID,
+		BatchStartedDate: startedAt.In(location).Format(timeutil.DateLayout),
+	}, nil
+}

internal/app/batch_plan.go

@@ -0,0 +1,135 @@
+package app
+
+import (
+	"fmt"
+	"time"
+
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/collect"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/report"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/timeutil"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/weatherdata"
+)
+
+type plannedBatchReport struct {
+	Resolved   report.Resolved
+	OutputPath string
+}
+
+func planBatchRun(req BatchRequest, now time.Time, collection collect.Result) ([]plannedBatchReport, error) {
+	location, err := timeutil.LoadLocation(req.Config.WeatherAPI.Timezone)
+	if err != nil {
+		return nil, err
+	}
+	batch, err := report.BatchForCommandName(string(req.Batch))
+	if err != nil {
+		return nil, err
+	}
+	registry, err := reportRegistry(req.Config)
+	if err != nil {
+		return nil, err
+	}
+
+	resolveReq := report.ResolveRequest{
+		Now:      now,
+		Location: location,
+	}
+	var planned []plannedBatchReport
+	switch batch {
+	case report.Morning:
+		planned, err = appendPlannedReport(planned, registry, report.Today, resolveReq)
+		if err != nil {
+			return nil, err
+		}
+		planned, err = appendPlannedReport(planned, registry, report.Tomorrow, resolveReq)
+		if err != nil {
+			return nil, err
+		}
+	case report.Evening:
+		planned, err = appendPlannedReport(planned, registry, report.Tomorrow, resolveReq)
+		if err != nil {
+			return nil, err
+		}
+	default:
+		return nil, fmt.Errorf("unknown batch %q", batch)
+	}
+
+	var hourly *weatherdata.ForecastRun
+	if collection.Bundle != nil {
+		hourly = collection.Bundle.Hourly
+	}
+	for _, date := range eligibleDailyDates(hourly, now, location) {
+		dailyReq := resolveReq
+		dailyReq.Date = date
+		planned, err = appendPlannedReport(planned, registry, report.Daily, dailyReq)
+		if err != nil {
+			return nil, err
+		}
+	}
+	return planned, nil
+}
+
+func appendPlannedReport(planned []plannedBatchReport, registry report.Registry, id report.ID, req report.ResolveRequest) ([]plannedBatchReport, error) {
+	resolved, err := registry.Resolve(id, req)
+	if err != nil {
+		return nil, err
+	}
+	return append(planned, plannedBatchReport{Resolved: resolved}), nil
+}
+
+func eligibleDailyDates(hourly *weatherdata.ForecastRun, now time.Time, location *time.Location) []time.Time {
+	if hourly == nil || location == nil || hourly.Product != "hourly" || len(hourly.Periods) == 0 {
+		return nil
+	}
+
+	hourlyStarts := make(map[time.Time]struct{}, len(hourly.Periods))
+	var maxLocalDate time.Time
+	for _, period := range hourly.Periods {
+		if !isHourlyPeriod(period) {
+			continue
+		}
+		start := period.StartTime
+		hourlyStarts[instantKey(start)] = struct{}{}
+		localDate := localDateStart(start, location)
+		if maxLocalDate.IsZero() || localDate.After(maxLocalDate) {
+			maxLocalDate = localDate
+		}
+	}
+	if len(hourlyStarts) == 0 || maxLocalDate.IsZero() {
+		return nil
+	}
+
+	startDate := localDateStart(now.In(location).AddDate(0, 0, 2), location)
+	var dates []time.Time
+	for candidate := startDate; !candidate.After(maxLocalDate); candidate = candidate.AddDate(0, 0, 1) {
+		if hasFullHourlyCoverage(candidate, location, hourlyStarts) {
+			dates = append(dates, candidate)
+		}
+	}
+	return dates
+}
+
+func isHourlyPeriod(period weatherdata.ForecastPeriod) bool {
+	if period.StartTime.IsZero() || period.EndTime.IsZero() {
+		return false
+	}
+	return period.EndTime.Equal(period.StartTime.Add(time.Hour))
+}
+
+func hasFullHourlyCoverage(date time.Time, location *time.Location, hourlyStarts map[time.Time]struct{}) bool {
+	day := timeutil.CivilDay(date, location)
+	for required := day.Start; required.Before(day.End); required = required.Add(time.Hour) {
+		if _, ok := hourlyStarts[instantKey(required)]; !ok {
+			return false
+		}
+	}
+	return true
+}
+
+func instantKey(value time.Time) time.Time {
+	return value.UTC()
+}
+
+func localDateStart(value time.Time, location *time.Location) time.Time {
+	local := value.In(location)
+	return time.Date(local.Year(), local.Month(), local.Day(), 0, 0, 0, 0, location)
+}

internal/app/batch_plan_test.go

@@ -0,0 +1,347 @@
+package app
+
+import (
+	"strings"
+	"testing"
+	"time"
+
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/collect"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/config"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/report"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/timeutil"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/weatherdata"
+)
+
+func TestPlanBatchRunMorningOrder(t *testing.T) {
+	location := mustLoadTestLocation(t, "America/Chicago")
+	hourly := hourlyRun(fullDayPeriods(t, "2026-05-31", location)...)
+
+	planned, err := planBatchRun(BatchRequest{Config: planningConfig(), Batch: BatchMorning}, mustParse("2026-05-29T08:00:00-05:00"), collectionWithHourly(hourly))
+	if err != nil {
+		t.Fatalf("planBatchRun() error = %v", err)
+	}
+
+	assertPlannedReportIDs(t, planned, report.Today, report.Tomorrow, report.Daily)
+}
+
+func TestPlanBatchRunEveningOrder(t *testing.T) {
+	location := mustLoadTestLocation(t, "America/Chicago")
+	hourly := hourlyRun(fullDayPeriods(t, "2026-05-31", location)...)
+
+	planned, err := planBatchRun(BatchRequest{Config: planningConfig(), Batch: BatchEvening}, mustParse("2026-05-29T18:00:00-05:00"), collectionWithHourly(hourly))
+	if err != nil {
+		t.Fatalf("planBatchRun() error = %v", err)
+	}
+
+	assertPlannedReportIDs(t, planned, report.Tomorrow, report.Daily)
+}
+
+func TestPlanBatchRunDynamicDailyDatesStartAfterTomorrow(t *testing.T) {
+	location := mustLoadTestLocation(t, "America/Chicago")
+	periods := fullDayPeriods(t, "2026-05-30", location)
+	periods = append(periods, fullDayPeriods(t, "2026-05-31", location)...)
+	periods = append(periods, fullDayPeriods(t, "2026-06-01", location)...)
+
+	planned, err := planBatchRun(BatchRequest{Config: planningConfig(), Batch: BatchMorning}, mustParse("2026-05-29T08:00:00-05:00"), collectionWithHourly(hourlyRun(periods...)))
+	if err != nil {
+		t.Fatalf("planBatchRun() error = %v", err)
+	}
+
+	daily := plannedDailyReports(planned)
+	if len(daily) != 2 {
+		t.Fatalf("daily reports = %#v, want two future Daily reports", daily)
+	}
+	assertPlanningPeriod(t, daily[0].Resolved.ValidPeriod, "2026-05-31T00:00:00-05:00", "2026-06-01T00:00:00-05:00")
+	assertPlanningPeriod(t, daily[1].Resolved.ValidPeriod, "2026-06-01T00:00:00-05:00", "2026-06-02T00:00:00-05:00")
+}
+
+func TestPlanBatchRunUsesResolvedOutputNames(t *testing.T) {
+	location := mustLoadTestLocation(t, "America/Chicago")
+	hourly := hourlyRun(fullDayPeriods(t, "2026-05-31", location)...)
+
+	planned, err := planBatchRun(BatchRequest{Config: planningConfig(), Batch: BatchEvening}, mustParse("2026-05-29T18:00:00-05:00"), collectionWithHourly(hourly))
+	if err != nil {
+		t.Fatalf("planBatchRun() error = %v", err)
+	}
+
+	daily := plannedDailyReports(planned)
+	if len(daily) != 1 {
+		t.Fatalf("daily reports = %#v, want one Daily report", daily)
+	}
+	outputName, err := daily[0].Resolved.OutputName()
+	if err != nil {
+		t.Fatalf("OutputName() error = %v", err)
+	}
+	if outputName != "daily-2026-05-31.md" {
+		t.Fatalf("Daily output name = %q, want date-qualified name", outputName)
+	}
+	outputName, err = planned[0].Resolved.OutputName()
+	if err != nil {
+		t.Fatalf("OutputName() error = %v", err)
+	}
+	if outputName != "tomorrow.md" {
+		t.Fatalf("Tomorrow output name = %q, want tomorrow.md", outputName)
+	}
+}
+
+func TestPlanBatchRunRejectsUnknownBatch(t *testing.T) {
+	_, err := planBatchRun(BatchRequest{Config: planningConfig(), Batch: BatchKind("hourly")}, mustParse("2026-05-29T08:00:00-05:00"), collect.Result{Bundle: &weatherdata.Bundle{}})
+	if err == nil || !strings.Contains(err.Error(), `unknown batch command "hourly"`) {
+		t.Fatalf("planBatchRun() error = %v, want unknown batch command", err)
+	}
+}
+
+func TestEligibleDailyDatesRequiresFullOrdinaryLocalDay(t *testing.T) {
+	location := mustLoadTestLocation(t, "America/Chicago")
+	hourly := hourlyRun(fullDayPeriods(t, "2026-05-31", location)...)
+
+	got := eligibleDailyDates(hourly, mustParse("2026-05-29T08:00:00-05:00"), location)
+	assertLocalDates(t, got, location, "2026-05-31")
+}
+
+func TestEligibleDailyDatesMatchesFixedOffsetStartInstants(t *testing.T) {
+	location := mustLoadTestLocation(t, "America/Chicago")
+	hourly := hourlyRun(fixedOffsetPeriods(t, fullDayPeriods(t, "2026-05-31", location))...)
+
+	got := eligibleDailyDates(hourly, mustParse("2026-05-29T08:00:00-05:00"), location)
+	assertLocalDates(t, got, location, "2026-05-31")
+}
+
+func TestEligibleDailyDatesSkipsDayWithMissingRequiredHour(t *testing.T) {
+	location := mustLoadTestLocation(t, "America/Chicago")
+	periods := fullDayPeriods(t, "2026-05-31", location)
+	periods = append(periods[:12], periods[13:]...)
+	hourly := hourlyRun(periods...)
+
+	got := eligibleDailyDates(hourly, mustParse("2026-05-29T08:00:00-05:00"), location)
+	assertLocalDates(t, got, location)
+}
+
+func TestEligibleDailyDatesSkipsPartialFinalDay(t *testing.T) {
+	location := mustLoadTestLocation(t, "America/Chicago")
+	periods := fullDayPeriods(t, "2026-05-31", location)
+	periods = append(periods, partialDayPeriods(t, "2026-06-01", location, 12)...)
+	hourly := hourlyRun(periods...)
+
+	got := eligibleDailyDates(hourly, mustParse("2026-05-29T08:00:00-05:00"), location)
+	assertLocalDates(t, got, location, "2026-05-31")
+}
+
+func TestEligibleDailyDatesStartsAfterTomorrow(t *testing.T) {
+	location := mustLoadTestLocation(t, "America/Chicago")
+	periods := fullDayPeriods(t, "2026-05-29", location)
+	periods = append(periods, fullDayPeriods(t, "2026-05-30", location)...)
+	periods = append(periods, fullDayPeriods(t, "2026-05-31", location)...)
+	hourly := hourlyRun(periods...)
+
+	got := eligibleDailyDates(hourly, mustParse("2026-05-29T08:00:00-05:00"), location)
+	assertLocalDates(t, got, location, "2026-05-31")
+}
+
+func TestEligibleDailyDatesReturnsMultipleFutureDatesInOrder(t *testing.T) {
+	location := mustLoadTestLocation(t, "America/Chicago")
+	periods := fullDayPeriods(t, "2026-05-31", location)
+	periods = append(periods, fullDayPeriods(t, "2026-06-01", location)...)
+	hourly := hourlyRun(periods...)
+
+	got := eligibleDailyDates(hourly, mustParse("2026-05-29T08:00:00-05:00"), location)
+	assertLocalDates(t, got, location, "2026-05-31", "2026-06-01")
+}
+
+func TestEligibleDailyDatesIgnoresNonHourlyAndInvalidPeriods(t *testing.T) {
+	location := mustLoadTestLocation(t, "America/Chicago")
+	day := timeutil.CivilDay(mustParseLocalDate(t, "2026-05-31", location), location)
+	periods := []weatherdata.ForecastPeriod{
+		{StartTime: day.Start, EndTime: day.Start.Add(2 * time.Hour)},
+		{StartTime: day.Start.Add(time.Hour), EndTime: day.Start.Add(time.Hour)},
+		{StartTime: time.Time{}, EndTime: day.Start.Add(3 * time.Hour)},
+	}
+	periods = append(periods, fullDayPeriods(t, "2026-06-01", location)...)
+	hourly := hourlyRun(periods...)
+
+	got := eligibleDailyDates(hourly, mustParse("2026-05-29T08:00:00-05:00"), location)
+	assertLocalDates(t, got, location, "2026-06-01")
+}
+
+func TestEligibleDailyDatesUsesDSTCivilDayInstants(t *testing.T) {
+	location := mustLoadTestLocation(t, "America/New_York")
+	tests := []struct {
+		name string
+		now  string
+		date string
+	}{
+		{
+			name: "spring forward",
+			now:  "2026-03-06T08:00:00-05:00",
+			date: "2026-03-08",
+		},
+		{
+			name: "fall back",
+			now:  "2026-10-30T08:00:00-04:00",
+			date: "2026-11-01",
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			hourly := hourlyRun(fullDayPeriods(t, tt.date, location)...)
+
+			got := eligibleDailyDates(hourly, mustParse(tt.now), location)
+			assertLocalDates(t, got, location, tt.date)
+		})
+	}
+}
+
+func TestEligibleDailyDatesReturnsNoneWithoutHourlyForecast(t *testing.T) {
+	location := mustLoadTestLocation(t, "America/Chicago")
+	fullDay := fullDayPeriods(t, "2026-05-31", location)
+
+	tests := []struct {
+		name   string
+		hourly *weatherdata.ForecastRun
+	}{
+		{name: "nil run"},
+		{name: "empty periods", hourly: hourlyRun()},
+		{name: "non-hourly product", hourly: forecastRun("narrative", fullDay...)},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			got := eligibleDailyDates(tt.hourly, mustParse("2026-05-29T08:00:00-05:00"), location)
+			assertLocalDates(t, got, location)
+		})
+	}
+}
+
+func hourlyRun(periods ...weatherdata.ForecastPeriod) *weatherdata.ForecastRun {
+	return forecastRun("hourly", periods...)
+}
+
+func forecastRun(product string, periods ...weatherdata.ForecastPeriod) *weatherdata.ForecastRun {
+	return &weatherdata.ForecastRun{
+		Product: product,
+		Periods: periods,
+	}
+}
+
+func collectionWithHourly(hourly *weatherdata.ForecastRun) collect.Result {
+	return collect.Result{Bundle: &weatherdata.Bundle{Hourly: hourly}}
+}
+
+func planningConfig() config.Config {
+	cfg := config.Defaults()
+	cfg.WeatherAPI.Timezone = "America/Chicago"
+	return cfg
+}
+
+func assertPlannedReportIDs(t *testing.T, got []plannedBatchReport, want ...report.ID) {
+	t.Helper()
+	gotIDs := make([]string, 0, len(got))
+	for _, item := range got {
+		gotIDs = append(gotIDs, string(item.Resolved.Definition.ID))
+	}
+	wantIDs := make([]string, 0, len(want))
+	for _, id := range want {
+		wantIDs = append(wantIDs, string(id))
+	}
+	if strings.Join(gotIDs, ",") != strings.Join(wantIDs, ",") {
+		t.Fatalf("planned report IDs = [%s], want [%s]", strings.Join(gotIDs, ","), strings.Join(wantIDs, ","))
+	}
+}
+
+func plannedDailyReports(planned []plannedBatchReport) []plannedBatchReport {
+	var daily []plannedBatchReport
+	for _, item := range planned {
+		if item.Resolved.Definition.ID == report.Daily {
+			daily = append(daily, item)
+		}
+	}
+	return daily
+}
+
+func fullDayPeriods(t *testing.T, date string, location *time.Location) []weatherdata.ForecastPeriod {
+	t.Helper()
+	day := timeutil.CivilDay(mustParseLocalDate(t, date, location), location)
+	var periods []weatherdata.ForecastPeriod
+	for start := day.Start; start.Before(day.End); start = start.Add(time.Hour) {
+		periods = append(periods, weatherdata.ForecastPeriod{
+			StartTime: start,
+			EndTime:   start.Add(time.Hour),
+		})
+	}
+	return periods
+}
+
+func partialDayPeriods(t *testing.T, date string, location *time.Location, count int) []weatherdata.ForecastPeriod {
+	t.Helper()
+	periods := fullDayPeriods(t, date, location)
+	if count > len(periods) {
+		count = len(periods)
+	}
+	return periods[:count]
+}
+
+func fixedOffsetPeriods(t *testing.T, periods []weatherdata.ForecastPeriod) []weatherdata.ForecastPeriod {
+	t.Helper()
+	out := make([]weatherdata.ForecastPeriod, 0, len(periods))
+	for _, period := range periods {
+		start, err := time.Parse(time.RFC3339, period.StartTime.Format(time.RFC3339))
+		if err != nil {
+			t.Fatalf("parse fixed-offset start: %v", err)
+		}
+		end, err := time.Parse(time.RFC3339, period.EndTime.Format(time.RFC3339))
+		if err != nil {
+			t.Fatalf("parse fixed-offset end: %v", err)
+		}
+		out = append(out, weatherdata.ForecastPeriod{StartTime: start, EndTime: end})
+	}
+	return out
+}
+
+func assertLocalDates(t *testing.T, got []time.Time, location *time.Location, want ...string) {
+	t.Helper()
+	gotDates := make([]string, 0, len(got))
+	for _, date := range got {
+		gotDates = append(gotDates, date.In(location).Format(timeutil.DateLayout))
+	}
+	if strings.Join(gotDates, ",") != strings.Join(want, ",") {
+		t.Fatalf("eligibleDailyDates() = [%s], want [%s]", strings.Join(gotDates, ","), strings.Join(want, ","))
+	}
+	for _, date := range got {
+		day := timeutil.CivilDay(date, location)
+		if !date.Equal(day.Start) {
+			t.Fatalf("eligible date %s is not local civil day start %s", date, day.Start)
+		}
+	}
+}
+
+func assertPlanningPeriod(t *testing.T, period timeutil.Period, wantStart string, wantEnd string) {
+	t.Helper()
+	if !period.IsValid() {
+		t.Fatalf("period = %#v, want valid", period)
+	}
+	if got := period.Start.Format(time.RFC3339); got != wantStart {
+		t.Fatalf("Start = %s, want %s", got, wantStart)
+	}
+	if got := period.End.Format(time.RFC3339); got != wantEnd {
+		t.Fatalf("End = %s, want %s", got, wantEnd)
+	}
+}
+
+func mustLoadTestLocation(t *testing.T, name string) *time.Location {
+	t.Helper()
+	location, err := time.LoadLocation(name)
+	if err != nil {
+		t.Fatalf("LoadLocation(%q) error = %v", name, err)
+	}
+	return location
+}
+
+func mustParseLocalDate(t *testing.T, value string, location *time.Location) time.Time {
+	t.Helper()
+	parsed, err := timeutil.ParseLocalDate(value, location)
+	if err != nil {
+		t.Fatalf("ParseLocalDate(%q) error = %v", value, err)
+	}
+	return parsed
+}

internal/app/comparison.go

@@ -0,0 +1,240 @@
+package app
+
+import (
+	"context"
+	"fmt"
+	"os"
+	"path/filepath"
+	"time"
+
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/comparison"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/config"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/promptdebug"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/promptexec"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/report"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/timeutil"
+)
+
+// ComparisonRequest describes one explicit, multi-profile report comparison.
+// It deliberately does not accept a notifier: comparison publication is local.
+type ComparisonRequest struct {
+	Config      config.Config
+	Report      ReportKind
+	ProfileIDs  []string
+	WorkingDir  string
+	OutputDir   string
+	Replace     bool
+	LLMDebugDir string
+	Date        time.Time
+	Clock       timeutil.Clock
+	Collector   Collector
+	Executor    promptexec.Executor
+}
+
+// ComparisonResult records the resolved comparison and profile outcomes.
+type ComparisonResult struct {
+	ComparisonID    string
+	ReportID        report.ID
+	ReportName      string
+	PromptID        string
+	PromptVersion   string
+	PromptHash      string
+	StartedAt       time.Time
+	FinishedAt      time.Time
+	Timezone        string
+	ValidPeriod     timeutil.Period
+	OutputDirectory string
+	ManifestPath    string
+	DataPackagePath string
+	Total           int
+	Succeeded       int
+	Failed          int
+	Results         []ComparisonProfileResult
+}
+
+// ComparisonProfileResult records one explicitly selected profile.
+type ComparisonProfileResult struct {
+	Position         int
+	ProfileID        string
+	BackendID        string
+	ModelName        string
+	Status           string
+	ValidationStatus promptexec.ValidationStatus
+	ReportPath       string
+	LLMDebugPath     string
+	Error            *comparison.SafeError
+}
+
+type comparisonPublisher func(context.Context, comparison.DestinationPlan, comparison.LogicalBundle) (comparison.PublicationResult, error)
+
+// CompareDetailed assembles, executes, and atomically publishes a comparison
+// bundle. Profile failures publish a complete partial bundle. Failures before
+// commit leave the destination untouched; a post-commit cleanup failure leaves
+// the new bundle installed and returns its artifact paths with an error.
+func CompareDetailed(ctx context.Context, req ComparisonRequest) (*ComparisonResult, error) {
+	return compareDetailed(ctx, req, comparison.Publish)
+}
+
+func compareDetailed(ctx context.Context, req ComparisonRequest, publish comparisonPublisher) (*ComparisonResult, error) {
+	if err := comparison.ValidateProfileIDs(req.ProfileIDs); err != nil {
+		return nil, err
+	}
+
+	clock := req.Clock
+	if clock == nil {
+		clock = timeutil.SystemClock{}
+	}
+	now := clock.Now()
+	resolved, err := ResolveGenerate(GenerateRequest{Config: req.Config, Report: req.Report, Date: req.Date}, now)
+	if err != nil {
+		return nil, err
+	}
+	metadata := resolved.Metadata()
+	comparisonID, err := comparison.BuildComparisonID(metadata.RunID)
+	if err != nil {
+		return nil, fmt.Errorf("build comparison identity: %w", err)
+	}
+	result := initialComparisonResult(req, resolved, comparisonID, now.UTC())
+	defer func() {
+		if result.FinishedAt.IsZero() {
+			finalizeComparisonResult(result, clock)
+		}
+	}()
+
+	outputName, err := resolved.OutputName()
+	if err != nil {
+		return result, fmt.Errorf("resolve comparison output name: %w", err)
+	}
+	outputDirectory, err := resolveComparisonOutputDirectory(req.WorkingDir, req.OutputDir, req.Config.Output.Directory, outputName)
+	if err != nil {
+		return result, err
+	}
+	result.OutputDirectory = outputDirectory
+	_, err = comparison.PlanDestination(req.WorkingDir, outputDirectory, req.Replace)
+	if err != nil {
+		return result, fmt.Errorf("preflight comparison destination: %w", err)
+	}
+
+	debugWriter, err := promptdebug.NewPromptDebugWriter(req.LLMDebugDir)
+	if err != nil {
+		return result, promptexec.NewError(promptexec.InvalidConfiguration, "initialize prompt debug", err)
+	}
+	inspection, err := InspectComparisonExecution(ctx, ComparisonInspectionRequest{
+		Resolved: resolved, ProfileIDs: req.ProfileIDs, Executor: req.Executor, LookupEnv: os.LookupEnv,
+	})
+	result.PromptID, result.PromptVersion, result.PromptHash = inspection.PromptID, inspection.PromptVersion, inspection.PromptHash
+	if err != nil {
+		return result, err
+	}
+
+	collection, err := collectWeather(ctx, req.Config, req.Collector)
+	if err != nil {
+		return result, err
+	}
+	prepared, err := prepareReport(prepareReportRequest{Config: req.Config, Resolved: resolved, Collection: *collection})
+	if err != nil {
+		return result, fmt.Errorf("prepare comparison report: %w", err)
+	}
+
+	executed := executeComparisonProfiles(ctx, comparisonExecutionRequest{
+		Prepared: prepared, Inspection: inspection, ComparisonID: comparisonID, DebugWriter: debugWriter, Executor: req.Executor,
+	})
+	finalizeComparisonResult(result, clock)
+	copyComparisonOutcomes(result, executed.Outcomes, false)
+	if executed.Canceled {
+		return result, fmt.Errorf("comparison execution: %w", ctx.Err())
+	}
+
+	bundle := comparisonBundle(result, prepared.dataPackageCopy(), executed.Outcomes)
+	if err := bundle.Validate(); err != nil {
+		return result, fmt.Errorf("build comparison bundle: %w", err)
+	}
+	publicationPlan, err := comparison.PlanDestination(req.WorkingDir, outputDirectory, req.Replace)
+	if err != nil {
+		return result, fmt.Errorf("re-preflight comparison destination: %w", err)
+	}
+	publication, err := publish(ctx, publicationPlan, bundle)
+	if publication.Committed {
+		result.OutputDirectory = publicationPlan.Target
+		result.ManifestPath = filepath.Join(publicationPlan.Target, comparison.ManifestFilename)
+		result.DataPackagePath = filepath.Join(publicationPlan.Target, comparison.DataPackageFilename)
+		copyComparisonOutcomes(result, executed.Outcomes, true)
+	}
+	if err != nil {
+		return result, fmt.Errorf("publish comparison bundle: %w", err)
+	}
+
+	if result.Failed > 0 {
+		return result, fmt.Errorf("comparison completed with %d failed profiles", result.Failed)
+	}
+	return result, nil
+}
+
+func finalizeComparisonResult(result *ComparisonResult, clock timeutil.Clock) {
+	finishedAt := clock.Now().UTC()
+	if finishedAt.IsZero() {
+		finishedAt = time.Unix(0, 1).UTC()
+	}
+	if finishedAt.Before(result.StartedAt) {
+		finishedAt = result.StartedAt
+	}
+	result.FinishedAt = finishedAt
+}
+
+func initialComparisonResult(req ComparisonRequest, resolved report.Resolved, comparisonID string, startedAt time.Time) *ComparisonResult {
+	metadata := resolved.Metadata()
+	return &ComparisonResult{
+		ComparisonID: comparisonID,
+		ReportID:     resolved.Definition.ID,
+		ReportName:   resolved.Definition.Name,
+		StartedAt:    startedAt,
+		Timezone:     req.Config.WeatherAPI.Timezone,
+		ValidPeriod:  metadata.ValidPeriod,
+	}
+}
+
+func copyComparisonOutcomes(result *ComparisonResult, outcomes []comparisonProfileOutcome, published bool) {
+	result.Results = make([]ComparisonProfileResult, len(outcomes))
+	result.Total, result.Succeeded, result.Failed = len(outcomes), 0, 0
+	for index, outcome := range outcomes {
+		profile := ComparisonProfileResult{
+			Position: outcome.Position, ProfileID: outcome.ProfileID, BackendID: outcome.BackendID, ModelName: outcome.ModelName,
+			Status: outcome.Status, ValidationStatus: outcome.ValidationStatus, LLMDebugPath: outcome.LLMDebugPath, Error: outcome.Error,
+		}
+		if published && outcome.Status == comparison.StatusSucceeded {
+			profile.ReportPath = filepath.Join(result.OutputDirectory, outcome.ReportPath)
+		}
+		result.Results[index] = profile
+		if outcome.Status == comparison.StatusSucceeded {
+			result.Succeeded++
+		} else {
+			result.Failed++
+		}
+	}
+}
+
+func comparisonBundle(result *ComparisonResult, dataPackage []byte, outcomes []comparisonProfileOutcome) comparison.LogicalBundle {
+	manifest := comparison.Manifest{
+		SchemaVersion: comparison.SchemaVersion, ComparisonID: result.ComparisonID,
+		StartedAt: result.StartedAt.UTC(), FinishedAt: result.FinishedAt.UTC(),
+		ReportID: string(result.ReportID), Timezone: result.Timezone,
+		ValidPeriod: comparison.ValidPeriod{Start: result.ValidPeriod.Start, End: result.ValidPeriod.End},
+		PromptID:    result.PromptID, PromptVersion: result.PromptVersion, PromptHash: result.PromptHash,
+		DataPackage: comparison.DataPackageReference{Path: comparison.DataPackageFilename, SHA256: comparison.SHA256(dataPackage)},
+		Total:       result.Total, Succeeded: result.Succeeded, Failed: result.Failed,
+		Results: make([]comparison.Result, len(outcomes)),
+	}
+	bundle := comparison.LogicalBundle{Manifest: manifest, DataPackage: dataPackage}
+	for index, outcome := range outcomes {
+		manifestResult := comparison.Result{
+			Position: outcome.Position, ProfileID: outcome.ProfileID, BackendID: outcome.BackendID, ModelName: outcome.ModelName,
+			Status: outcome.Status, ValidationStatus: string(outcome.ValidationStatus), Error: outcome.Error,
+		}
+		if outcome.Status == comparison.StatusSucceeded {
+			manifestResult.ReportPath = outcome.ReportPath
+			bundle.Reports = append(bundle.Reports, comparison.BundleReport{Position: outcome.Position, Path: outcome.ReportPath, Markdown: outcome.Markdown})
+		}
+		bundle.Manifest.Results[index] = manifestResult
+	}
+	return bundle
+}

internal/app/comparison_execution.go

@@ -0,0 +1,165 @@
+package app
+
+import (
+	"context"
+	"errors"
+	"fmt"
+	"sync"
+
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/comparison"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/promptdebug"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/promptexec"
+)
+
+type comparisonExecutionRequest struct {
+	Prepared     preparedReport
+	Inspection   ComparisonInspectionResult
+	ComparisonID string
+	DebugWriter  *promptdebug.PromptDebugWriter
+	Executor     promptexec.Executor
+}
+
+type comparisonExecutionResult struct {
+	Outcomes []comparisonProfileOutcome
+	Canceled bool
+}
+
+type comparisonProfileOutcome struct {
+	Position         int
+	ProfileID        string
+	BackendID        string
+	ModelName        string
+	Status           string
+	ValidationStatus promptexec.ValidationStatus
+	ReportPath       string
+	Markdown         []byte
+	LLMDebugPath     string
+	Error            *comparison.SafeError
+}
+
+func executeComparisonProfiles(ctx context.Context, req comparisonExecutionRequest) comparisonExecutionResult {
+	profiles := req.Inspection.Profiles
+	result := comparisonExecutionResult{Outcomes: make([]comparisonProfileOutcome, len(profiles))}
+	for index, profile := range profiles {
+		result.Outcomes[index] = comparisonProfileOutcome{
+			Position:  index + 1,
+			ProfileID: profile.ProfileID,
+			BackendID: profile.BackendID,
+			ModelName: profile.ModelName,
+			Status:    comparison.StatusFailed,
+		}
+	}
+
+	var waitGroup sync.WaitGroup
+	for index, profile := range profiles {
+		if err := ctx.Err(); err != nil {
+			result.Canceled = true
+			markUnstartedComparisonOutcomes(result.Outcomes[index:], err)
+			break
+		}
+		index, profile := index, profile
+		waitGroup.Add(1)
+		go func() {
+			defer waitGroup.Done()
+			result.Outcomes[index] = executeComparisonProfile(ctx, req, index, profile)
+		}()
+	}
+	waitGroup.Wait()
+	if err := ctx.Err(); err != nil {
+		result.Canceled = true
+		for index := range result.Outcomes {
+			if result.Outcomes[index].Status != comparison.StatusSucceeded {
+				markCanceledComparisonOutcome(&result.Outcomes[index], err)
+			}
+		}
+	}
+	return result
+}
+
+func executeComparisonProfile(ctx context.Context, req comparisonExecutionRequest, index int, profile ComparisonProfileInspection) comparisonProfileOutcome {
+	position := index + 1
+	outcome := comparisonProfileOutcome{
+		Position: position, ProfileID: profile.ProfileID, BackendID: profile.BackendID, ModelName: profile.ModelName,
+		Status: comparison.StatusFailed,
+	}
+	debugRef := promptdebug.PromptDebugRef{
+		ReportID:  req.Prepared.resolved.Definition.ID,
+		ValidDate: req.Prepared.resolved.ValidPeriod.Start.Format("2006-01-02"),
+		RunID:     comparisonDebugRunID(req.ComparisonID, position, len(req.Inspection.Profiles), profile.ProfileID),
+	}
+	execution, markdown, err := executePreparedProfile(ctx, profileExecutionRequest{
+		Prepared: req.Prepared,
+		Prompt: PromptInspectionResult{
+			PromptID: req.Inspection.PromptID, PromptVersion: req.Inspection.PromptVersion, PromptHash: req.Inspection.PromptHash,
+		},
+		Profile:  promptexec.ProfileInspection{ProfileID: profile.ProfileID, BackendID: profile.BackendID, ModelName: profile.ModelName},
+		Executor: req.Executor, DebugWriter: req.DebugWriter, DebugRef: &debugRef,
+	})
+	outcome.ProfileID, outcome.BackendID, outcome.ModelName = execution.ProfileID, execution.BackendID, execution.ModelName
+	outcome.ValidationStatus = execution.ValidationStatus
+	outcome.LLMDebugPath = execution.LLMDebugPath
+	if err != nil {
+		safe := comparisonSafeExecutionError(err)
+		outcome.Error = &safe
+		return outcome
+	}
+	reportPath, err := comparison.ReportFilename(position, len(req.Inspection.Profiles), profile.ProfileID)
+	if err != nil {
+		safe := comparison.NewSafeError("application", "derive comparison report filename failed")
+		outcome.Error = &safe
+		return outcome
+	}
+	outcome.Status = comparison.StatusSucceeded
+	outcome.ReportPath = reportPath
+	outcome.Markdown = append([]byte(nil), markdown...)
+	return outcome
+}
+
+func comparisonDebugRunID(comparisonID string, position, profileCount int, profileID string) string {
+	return fmt.Sprintf("%s_%0*d-%s", comparisonID, comparison.OrdinalWidth(profileCount), position, comparison.ProfileSlug(profileID))
+}
+
+func markUnstartedComparisonOutcomes(outcomes []comparisonProfileOutcome, err error) {
+	for index := range outcomes {
+		markCanceledComparisonOutcome(&outcomes[index], err)
+	}
+}
+
+func markCanceledComparisonOutcome(outcome *comparisonProfileOutcome, err error) {
+	outcome.Status = comparison.StatusFailed
+	outcome.ValidationStatus = promptexec.ValidationSkipped
+	outcome.ReportPath = ""
+	outcome.Markdown = nil
+	safe := comparisonSafeExecutionError(err)
+	outcome.Error = &safe
+}
+
+func comparisonSafeExecutionError(err error) comparison.SafeError {
+	category := promptexec.CategoryOf(err)
+	if category == "" {
+		switch {
+		case errors.Is(err, context.Canceled):
+			category = promptexec.Canceled
+		case errors.Is(err, context.DeadlineExceeded):
+			category = promptexec.DeadlineExceeded
+		}
+	}
+	if category == "" {
+		return comparison.NewSafeError("application", comparisonExecutionMessage(err))
+	}
+	return comparison.NewSafeError(string(category), comparisonExecutionMessage(err))
+}
+
+func comparisonExecutionMessage(err error) string {
+	if errors.Is(err, context.Canceled) {
+		return "profile execution canceled"
+	}
+	if errors.Is(err, context.DeadlineExceeded) {
+		return "profile execution deadline exceeded"
+	}
+	var execution *profileExecutionError
+	if errors.As(err, &execution) {
+		return comparison.TruncateErrorMessage(execution.operation + " failed")
+	}
+	return "profile execution failed"
+}

internal/app/comparison_execution_test.go

@@ -0,0 +1,300 @@
+package app
+
+import (
+	"context"
+	"errors"
+	"fmt"
+	"os"
+	"path/filepath"
+	"reflect"
+	"sync"
+	"testing"
+	"time"
+
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/comparison"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/promptdebug"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/promptexec"
+)
+
+func TestExecuteComparisonProfilesRunsOrderedProfilesConcurrently(t *testing.T) {
+	prepared, prompt := preparedDailyProfile(t)
+	profiles := comparisonProfiles(10)
+	executor := newBarrierExecutor(profiles)
+	results := make(chan comparisonExecutionResult, 1)
+	go func() {
+		results <- executeComparisonProfiles(context.Background(), comparisonExecutionRequest{
+			Prepared: prepared, Inspection: comparisonInspection(prompt, profiles), ComparisonID: "comparison_daily", Executor: executor,
+		})
+	}()
+	waitForProfileStarts(t, executor, profiles, results)
+	if executor.maximumInFlight() < 2 {
+		t.Fatalf("maximum in-flight executions = %d, want overlap", executor.maximumInFlight())
+	}
+	for index := len(profiles) - 1; index >= 0; index-- {
+		executor.release(profiles[index].ProfileID)
+	}
+	result := <-results
+	if result.Canceled || len(result.Outcomes) != len(profiles) {
+		t.Fatalf("result = %#v", result)
+	}
+	for index, profile := range profiles {
+		outcome := result.Outcomes[index]
+		wantPath, err := comparison.ReportFilename(index+1, len(profiles), profile.ProfileID)
+		if err != nil {
+			t.Fatal(err)
+		}
+		if outcome.Position != index+1 || outcome.ProfileID != profile.ProfileID || outcome.Status != comparison.StatusSucceeded || outcome.ValidationStatus != promptexec.ValidationPassed || outcome.ReportPath != wantPath || len(outcome.Markdown) == 0 || outcome.Error != nil {
+			t.Fatalf("outcome[%d] = %#v", index, outcome)
+		}
+		request, ok := executor.request(profile.ProfileID)
+		if !ok || request.PromptVersion != prompt.PromptVersion || !bytesEqual(request.DataPackage, prepared.dataPackage) {
+			t.Fatalf("request for %q = %#v, want prompt version %q and shared data package", profile.ProfileID, request, prompt.PromptVersion)
+		}
+	}
+}
+
+func TestExecuteComparisonProfilesContinuesAfterProfileFailure(t *testing.T) {
+	prepared, prompt := preparedDailyProfile(t)
+	profiles := comparisonProfiles(3)
+	executor := newBarrierExecutor(profiles)
+	executor.setError(profiles[1].ProfileID, errors.New("provider response body must not escape"))
+	results := make(chan comparisonExecutionResult, 1)
+	go func() {
+		results <- executeComparisonProfiles(context.Background(), comparisonExecutionRequest{
+			Prepared: prepared, Inspection: comparisonInspection(prompt, profiles), ComparisonID: "comparison_daily", Executor: executor,
+		})
+	}()
+	waitForProfileStarts(t, executor, profiles, results)
+	for _, profile := range profiles {
+		executor.release(profile.ProfileID)
+	}
+	result := <-results
+	if result.Canceled || result.Outcomes[0].Status != comparison.StatusSucceeded || result.Outcomes[1].Status != comparison.StatusFailed || result.Outcomes[2].Status != comparison.StatusSucceeded {
+		t.Fatalf("outcomes = %#v", result.Outcomes)
+	}
+	failure := result.Outcomes[1]
+	if failure.Error == nil || failure.Error.Category != string(promptexec.Generation) || failure.Error.Message != "execute prompt failed" || failure.ReportPath != "" || len(failure.Markdown) != 0 {
+		t.Fatalf("failure outcome = %#v", failure)
+	}
+}
+
+func TestExecuteComparisonProfilesPropagatesCancellationAndJoins(t *testing.T) {
+	prepared, prompt := preparedDailyProfile(t)
+	profiles := comparisonProfiles(4)
+	executor := newBarrierExecutor(profiles)
+	ctx, cancel := context.WithCancel(context.Background())
+	defer cancel()
+	results := make(chan comparisonExecutionResult, 1)
+	go func() {
+		results <- executeComparisonProfiles(ctx, comparisonExecutionRequest{
+			Prepared: prepared, Inspection: comparisonInspection(prompt, profiles), ComparisonID: "comparison_daily", Executor: executor,
+		})
+	}()
+	waitForProfileStarts(t, executor, profiles, results)
+	cancel()
+	result := <-results
+	if !result.Canceled || executor.inFlightCount() != 0 {
+		t.Fatalf("result/in-flight = %#v/%d", result, executor.inFlightCount())
+	}
+	for _, outcome := range result.Outcomes {
+		if outcome.Status != comparison.StatusFailed || outcome.Error == nil || outcome.Error.Category != string(promptexec.Canceled) || outcome.ValidationStatus != promptexec.ValidationSkipped || outcome.ReportPath != "" || len(outcome.Markdown) != 0 {
+			t.Fatalf("canceled outcome = %#v", outcome)
+		}
+	}
+}
+
+func TestExecuteComparisonProfilesUsesDistinctDeterministicDebugReferences(t *testing.T) {
+	prepared, prompt := preparedDailyProfile(t)
+	profiles := []ComparisonProfileInspection{
+		{ProfileID: "light.one", BackendID: "local", ModelName: "light"},
+		{ProfileID: "deep/two", BackendID: "cloud", ModelName: "deep"},
+	}
+	debugWriter, err := promptdebug.NewPromptDebugWriter(t.TempDir())
+	if err != nil {
+		t.Fatalf("NewPromptDebugWriter() error = %v", err)
+	}
+	executor := newBarrierExecutor(profiles)
+	results := make(chan comparisonExecutionResult, 1)
+	go func() {
+		results <- executeComparisonProfiles(context.Background(), comparisonExecutionRequest{
+			Prepared: prepared, Inspection: comparisonInspection(prompt, profiles), ComparisonID: "comparison_daily", DebugWriter: debugWriter, Executor: executor,
+		})
+	}()
+	waitForProfileStarts(t, executor, profiles, results)
+	for _, profile := range profiles {
+		executor.release(profile.ProfileID)
+	}
+	result := <-results
+	paths := map[string]struct{}{}
+	for index, outcome := range result.Outcomes {
+		wantName := fmt.Sprintf("comparison_daily_%0*d-%s", comparison.OrdinalWidth(len(profiles)), index+1, comparison.ProfileSlug(outcome.ProfileID))
+		if filepath.Base(outcome.LLMDebugPath) != wantName {
+			t.Fatalf("debug path = %q, want base %q", outcome.LLMDebugPath, wantName)
+		}
+		if _, err := os.Stat(filepath.Join(outcome.LLMDebugPath, "preparation.json")); err != nil {
+			t.Fatalf("preparation artifact %q: %v", outcome.LLMDebugPath, err)
+		}
+		paths[outcome.LLMDebugPath] = struct{}{}
+	}
+	if len(paths) != len(profiles) {
+		t.Fatalf("debug paths = %#v", paths)
+	}
+}
+
+type barrierExecutor struct {
+	mu               sync.Mutex
+	started          chan string
+	callbackFailures chan error
+	releases         map[string]chan struct{}
+	requests         map[string]promptexec.ExecuteRequest
+	errors           map[string]error
+	inFlight         int
+	maximum          int
+}
+
+func newBarrierExecutor(profiles []ComparisonProfileInspection) *barrierExecutor {
+	releases := make(map[string]chan struct{}, len(profiles))
+	for _, profile := range profiles {
+		releases[profile.ProfileID] = make(chan struct{})
+	}
+	return &barrierExecutor{
+		started: make(chan string, len(profiles)), callbackFailures: make(chan error, len(profiles)), releases: releases,
+		requests: make(map[string]promptexec.ExecuteRequest, len(profiles)), errors: map[string]error{},
+	}
+}
+
+func (e *barrierExecutor) InspectPrompt(context.Context, string, string) (promptexec.PromptInspection, error) {
+	return promptexec.PromptInspection{}, errors.New("unexpected prompt inspection")
+}
+
+func (e *barrierExecutor) InspectProfile(context.Context, string) (promptexec.ProfileInspection, error) {
+	return promptexec.ProfileInspection{}, errors.New("unexpected profile inspection")
+}
+
+func (e *barrierExecutor) Execute(ctx context.Context, req promptexec.ExecuteRequest, callback promptexec.PreparationCallback) (*promptexec.Execution, error) {
+	stamp := time.Date(2026, 5, 29, 15, 0, 0, 0, time.UTC)
+	if err := callback(promptexec.Preparation{PromptID: req.PromptID, PromptVersion: req.PromptVersion, PromptHash: "prompt-hash", ProfileID: req.ProfileID, BackendID: "backend-" + req.ProfileID, ModelName: "model-" + req.ProfileID, StartedAt: stamp, EndedAt: stamp}, nil); err != nil {
+		e.callbackFailures <- err
+		return nil, err
+	}
+	e.mu.Lock()
+	e.requests[req.ProfileID] = promptexec.ExecuteRequest{PromptID: req.PromptID, PromptVersion: req.PromptVersion, ProfileID: req.ProfileID, DataPackage: append([]byte(nil), req.DataPackage...), CaptureDebug: req.CaptureDebug}
+	e.inFlight++
+	if e.inFlight > e.maximum {
+		e.maximum = e.inFlight
+	}
+	release := e.releases[req.ProfileID]
+	e.mu.Unlock()
+	e.started <- req.ProfileID
+	select {
+	case <-release:
+	case <-ctx.Done():
+		e.mu.Lock()
+		e.inFlight--
+		e.mu.Unlock()
+		return nil, ctx.Err()
+	}
+	e.mu.Lock()
+	e.inFlight--
+	err := e.errors[req.ProfileID]
+	e.mu.Unlock()
+	if err != nil {
+		return nil, err
+	}
+	return &promptexec.Execution{
+		PromptID: req.PromptID, PromptVersion: req.PromptVersion, PromptHash: "prompt-hash",
+		ProfileID: req.ProfileID, BackendID: "backend-" + req.ProfileID, ModelName: "model-" + req.ProfileID,
+		StartedAt: stamp, EndedAt: stamp, RawOutput: comparisonRawOutput(),
+		Validation: promptexec.NewValidation(promptexec.ValidationPassed, "json_schema", generationDefinitionForPrompt(req.PromptID).GeneratedTextSchemaID+".generated_text.schema.json", nil),
+	}, nil
+}
+
+func (e *barrierExecutor) request(profileID string) (promptexec.ExecuteRequest, bool) {
+	e.mu.Lock()
+	defer e.mu.Unlock()
+	request, ok := e.requests[profileID]
+	return request, ok
+}
+
+func (e *barrierExecutor) setError(profileID string, err error) {
+	e.mu.Lock()
+	defer e.mu.Unlock()
+	e.errors[profileID] = err
+}
+
+func (e *barrierExecutor) release(profileID string) {
+	close(e.releases[profileID])
+}
+
+func (e *barrierExecutor) releaseAll() {
+	for _, release := range e.releases {
+		select {
+		case <-release:
+		default:
+			close(release)
+		}
+	}
+}
+
+func (e *barrierExecutor) maximumInFlight() int {
+	e.mu.Lock()
+	defer e.mu.Unlock()
+	return e.maximum
+}
+
+func (e *barrierExecutor) inFlightCount() int {
+	e.mu.Lock()
+	defer e.mu.Unlock()
+	return e.inFlight
+}
+
+func waitForProfileStarts(t *testing.T, executor *barrierExecutor, profiles []ComparisonProfileInspection, results <-chan comparisonExecutionResult) {
+	t.Helper()
+	timeout := time.NewTimer(5 * time.Second)
+	defer timeout.Stop()
+	seen := map[string]struct{}{}
+	for range profiles {
+		var profileID string
+		select {
+		case profileID = <-executor.started:
+		case err := <-executor.callbackFailures:
+			executor.releaseAll()
+			select {
+			case result := <-results:
+				t.Fatalf("comparison profile preparation failed before executor entry: %v; result: %#v", err, result)
+			case <-timeout.C:
+				t.Fatalf("comparison profile preparation failed before executor entry: %v; comparison did not finish", err)
+			}
+		case result := <-results:
+			t.Fatalf("comparison completed before all profiles started: %#v", result)
+		case <-timeout.C:
+			t.Fatal("timed out waiting for comparison profile starts")
+		}
+		if _, duplicate := seen[profileID]; duplicate {
+			t.Fatalf("duplicate execution start for %q", profileID)
+		}
+		seen[profileID] = struct{}{}
+	}
+}
+
+func comparisonProfiles(count int) []ComparisonProfileInspection {
+	profiles := make([]ComparisonProfileInspection, 0, count)
+	for index := 1; index <= count; index++ {
+		profiles = append(profiles, ComparisonProfileInspection{ProfileID: fmt.Sprintf("profile.%02d", index), BackendID: "backend", ModelName: "model"})
+	}
+	return profiles
+}
+
+func comparisonInspection(prompt PromptInspectionResult, profiles []ComparisonProfileInspection) ComparisonInspectionResult {
+	return ComparisonInspectionResult{PromptID: prompt.PromptID, PromptVersion: prompt.PromptVersion, PromptHash: prompt.PromptHash, Profiles: profiles}
+}
+
+func comparisonRawOutput() []byte {
+	return []byte(`{"summary":"Showers are possible during the selected day.","forecast_discussion":["A front will keep rain chances in the forecast."],"precipitation_timing":"Rain is most likely during the afternoon."}`)
+}
+
+func bytesEqual(left, right []byte) bool {
+	return reflect.DeepEqual(left, right)
+}
+
+var _ promptexec.Executor = (*barrierExecutor)(nil)

internal/app/comparison_test.go

@@ -0,0 +1,332 @@
+package app
+
+import (
+	"context"
+	"encoding/json"
+	"errors"
+	"os"
+	"path/filepath"
+	"strings"
+	"testing"
+	"time"
+
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/comparison"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/config"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/promptexec"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/timeutil"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/weatherdata"
+)
+
+func TestCompareDetailedPublishesOneCoherentBundle(t *testing.T) {
+	cfg := comparisonConfig()
+	bundle := generationBundle(t)
+	workingDir := t.TempDir()
+	executor := &generationExecutor{}
+	inspectedBeforeCollection := false
+	result, err := CompareDetailed(context.Background(), ComparisonRequest{
+		Config: cfg, Report: ReportDaily, ProfileIDs: []string{"weather-light", "weather-deep"},
+		WorkingDir: workingDir, Date: generationTime("2026-05-29T12:00:00-05:00"),
+		Clock: timeutil.FixedClock{Time: generationTime("2026-05-29T08:30:00-05:00")},
+		Collector: &generationCollector{bundle: &bundle, beforeRun: func() {
+			inspectedBeforeCollection = executor.promptInspections == 1 && executor.profileInspections == 2
+		}}, Executor: executor,
+	})
+	if err != nil {
+		t.Fatalf("CompareDetailed() error = %v", err)
+	}
+	if result == nil || result.Total != 2 || result.Succeeded != 2 || result.Failed != 0 || executor.promptInspections != 1 || executor.profileInspections != 2 || executor.executeCalls != 2 || !inspectedBeforeCollection || result.ManifestPath == "" || result.DataPackagePath == "" {
+		t.Fatalf("result/executor = %#v/%#v", result, executor)
+	}
+	if result.OutputDirectory != filepath.Dir(result.ManifestPath) || !filepath.IsAbs(result.ManifestPath) || !filepath.IsAbs(result.DataPackagePath) {
+		t.Fatalf("published paths = %#v", result)
+	}
+	for index, profile := range result.Results {
+		if profile.Position != index+1 || profile.Status != comparison.StatusSucceeded || !filepath.IsAbs(profile.ReportPath) || profile.Error != nil {
+			t.Fatalf("profile result = %#v", profile)
+		}
+	}
+	data, readErr := os.ReadFile(result.ManifestPath)
+	if readErr != nil {
+		t.Fatal(readErr)
+	}
+	var manifest comparison.Manifest
+	if err := json.Unmarshal(data, &manifest); err != nil {
+		t.Fatal(err)
+	}
+	if manifest.ComparisonID != result.ComparisonID || manifest.Total != result.Total || manifest.Succeeded != result.Succeeded || manifest.DataPackage.SHA256 == "" || len(manifest.Results) != 2 {
+		t.Fatalf("manifest = %#v", manifest)
+	}
+	if manifest.Results[0].ReportPath != filepath.Base(result.Results[0].ReportPath) || manifest.Results[1].ReportPath != filepath.Base(result.Results[1].ReportPath) {
+		t.Fatalf("manifest report paths = %#v", manifest.Results)
+	}
+}
+
+func TestCompareDetailedPublishesPartialBundleAndReturnsAggregateError(t *testing.T) {
+	cfg := comparisonConfig()
+	bundle := generationBundle(t)
+	executor := &generationExecutor{executeErrors: map[string]error{"weather-deep": errors.New("provider detail must not escape")}}
+	result, err := CompareDetailed(context.Background(), ComparisonRequest{
+		Config: cfg, Report: ReportDaily, ProfileIDs: []string{"weather-light", "weather-deep", "weather-fallback"},
+		WorkingDir: t.TempDir(), Date: generationTime("2026-05-29T12:00:00-05:00"),
+		Clock:     timeutil.FixedClock{Time: generationTime("2026-05-29T08:30:00-05:00")},
+		Collector: &generationCollector{bundle: &bundle}, Executor: executor,
+	})
+	if err == nil || err.Error() != "comparison completed with 1 failed profiles" || result == nil || result.Total != 3 || result.Succeeded != 2 || result.Failed != 1 {
+		t.Fatalf("CompareDetailed() result/error = %#v/%v", result, err)
+	}
+	failure := result.Results[1]
+	if failure.Status != comparison.StatusFailed || failure.ReportPath != "" || failure.Error == nil || strings.Contains(failure.Error.Message, "provider detail") {
+		t.Fatalf("failure = %#v", failure)
+	}
+	if _, statErr := os.Stat(result.ManifestPath); statErr != nil {
+		t.Fatalf("partial manifest: %v", statErr)
+	}
+	if _, statErr := os.Stat(filepath.Join(result.OutputDirectory, filepath.Base(result.Results[0].ReportPath))); statErr != nil {
+		t.Fatalf("successful partial report: %v", statErr)
+	}
+}
+
+func TestCompareDetailedRetainsCommittedPathsWhenBackupCleanupFails(t *testing.T) {
+	bundle := generationBundle(t)
+	backupPath := filepath.Join(t.TempDir(), ".comparison-daily.backup-retained")
+	cleanupCause := errors.New("backup cleanup failed")
+	publish := func(context.Context, comparison.DestinationPlan, comparison.LogicalBundle) (comparison.PublicationResult, error) {
+		return comparison.PublicationResult{Committed: true, RetainedBackupPath: backupPath}, &comparison.PublicationCleanupError{RetainedBackupPath: backupPath, Err: cleanupCause}
+	}
+
+	result, err := compareDetailed(context.Background(), ComparisonRequest{
+		Config: comparisonConfig(), Report: ReportDaily, ProfileIDs: []string{"weather-light", "weather-deep"},
+		WorkingDir: t.TempDir(), Date: generationTime("2026-05-29T12:00:00-05:00"),
+		Clock:     timeutil.FixedClock{Time: generationTime("2026-05-29T08:30:00-05:00")},
+		Collector: &generationCollector{bundle: &bundle}, Executor: &generationExecutor{},
+	}, publish)
+	var cleanupErr *comparison.PublicationCleanupError
+	if result == nil || !errors.As(err, &cleanupErr) || !errors.Is(err, cleanupCause) || cleanupErr.RetainedBackupPath != backupPath || !filepath.IsAbs(result.ManifestPath) || !filepath.IsAbs(result.DataPackagePath) {
+		t.Fatalf("CompareDetailed() result/error = %#v/%v", result, err)
+	}
+	for _, profile := range result.Results {
+		if profile.Status == comparison.StatusSucceeded && !filepath.IsAbs(profile.ReportPath) {
+			t.Fatalf("published profile result = %#v", profile)
+		}
+	}
+}
+
+func TestCompareDetailedPreflightsBeforePromptOrCollection(t *testing.T) {
+	invalidDestination := filepath.Join(t.TempDir(), "not-a-directory")
+	if err := os.WriteFile(invalidDestination, []byte("x"), 0o600); err != nil {
+		t.Fatal(err)
+	}
+	bundle := generationBundle(t)
+	collector := &generationCollector{bundle: &bundle}
+	executor := &generationExecutor{}
+	result, err := CompareDetailed(context.Background(), ComparisonRequest{
+		Config: comparisonConfig(), Report: ReportDaily, ProfileIDs: []string{"weather-light", "weather-deep"},
+		WorkingDir: t.TempDir(), OutputDir: invalidDestination, Date: generationTime("2026-05-29T12:00:00-05:00"),
+		Clock: timeutil.FixedClock{Time: generationTime("2026-05-29T08:30:00-05:00")}, Collector: collector, Executor: executor,
+	})
+	if err == nil || result == nil || collector.called || executor.promptInspections != 0 || executor.executeCalls != 0 || result.ManifestPath != "" {
+		t.Fatalf("result/error/collector/executor = %#v/%v/%#v/%#v", result, err, collector, executor)
+	}
+}
+
+func TestCompareDetailedFinalizesUnpublishedFailures(t *testing.T) {
+	for _, test := range []struct {
+		name           string
+		prepare        func(t *testing.T, outputDirectory string)
+		debugDir       string
+		executor       *generationExecutor
+		collector      *generationCollector
+		wantPrompt     bool
+		wantCollection bool
+	}{
+		{
+			name: "destination preflight",
+			prepare: func(t *testing.T, outputDirectory string) {
+				t.Helper()
+				if err := os.WriteFile(outputDirectory, []byte("not a directory"), 0o600); err != nil {
+					t.Fatal(err)
+				}
+			},
+			executor: &generationExecutor{},
+		},
+		{
+			name:      "debug initialization",
+			debugDir:  "relative-debug-directory",
+			executor:  &generationExecutor{},
+			collector: &generationCollector{},
+		},
+		{
+			name:       "prompt preflight",
+			executor:   &generationExecutor{inspectErr: promptexec.NewError(promptexec.PromptLoad, "unsafe prompt detail", errors.New("unsafe cause"))},
+			collector:  &generationCollector{},
+			wantPrompt: false,
+		},
+		{
+			name: "profile preflight",
+			executor: &generationExecutor{profileInspectErrors: map[string]error{
+				"weather-deep": promptexec.NewError(promptexec.MissingCredential, "profile credential is unavailable", errors.New("unsafe cause")),
+			}},
+			collector:  &generationCollector{},
+			wantPrompt: true,
+		},
+		{
+			name:           "collection",
+			executor:       &generationExecutor{},
+			collector:      &generationCollector{err: errors.New("collection failed")},
+			wantPrompt:     true,
+			wantCollection: true,
+		},
+		{
+			name:           "preparation",
+			executor:       &generationExecutor{},
+			collector:      &generationCollector{bundle: &weatherdata.Bundle{}},
+			wantPrompt:     true,
+			wantCollection: true,
+		},
+	} {
+		t.Run(test.name, func(t *testing.T) {
+			workingDirectory := t.TempDir()
+			outputDirectory := filepath.Join(workingDirectory, "comparison-output")
+			if test.prepare != nil {
+				test.prepare(t, outputDirectory)
+			}
+			collector := test.collector
+			if collector == nil {
+				bundle := generationBundle(t)
+				collector = &generationCollector{bundle: &bundle}
+			}
+			result, err := CompareDetailed(context.Background(), ComparisonRequest{
+				Config: comparisonConfig(), Report: ReportDaily, ProfileIDs: []string{"weather-light", "weather-deep"},
+				WorkingDir: workingDirectory, OutputDir: outputDirectory, LLMDebugDir: test.debugDir,
+				Date: generationTime("2026-05-29T12:00:00-05:00"), Clock: timeutil.FixedClock{Time: generationTime("2026-05-29T08:30:00-05:00")},
+				Collector: collector, Executor: test.executor,
+			})
+			if err == nil {
+				t.Fatal("CompareDetailed() error = nil")
+			}
+			assertUnpublishedComparisonResult(t, result, outputDirectory)
+			if (result.PromptID != "") != test.wantPrompt || (result.PromptHash != "") != test.wantPrompt {
+				t.Fatalf("prompt identity = %q/%q, want resolved=%t", result.PromptID, result.PromptHash, test.wantPrompt)
+			}
+			if collector.called != test.wantCollection || test.executor.executeCalls != 0 {
+				t.Fatalf("collection/execution = %t/%d, want collection=%t and no execution", collector.called, test.executor.executeCalls, test.wantCollection)
+			}
+		})
+	}
+}
+
+func TestCompareDetailedLeavesDestinationWhenCollectionOrPreparationFails(t *testing.T) {
+	collectionErr := errors.New("weather collection failed")
+	for _, test := range []struct {
+		name      string
+		collector *generationCollector
+	}{
+		{name: "collection", collector: &generationCollector{err: collectionErr}},
+		{name: "preparation", collector: &generationCollector{bundle: &weatherdata.Bundle{}}},
+	} {
+		t.Run(test.name, func(t *testing.T) {
+			workingDir := t.TempDir()
+			executor := &generationExecutor{}
+			result, err := CompareDetailed(context.Background(), ComparisonRequest{
+				Config: comparisonConfig(), Report: ReportDaily, ProfileIDs: []string{"weather-light", "weather-deep"},
+				WorkingDir: workingDir, Date: generationTime("2026-05-29T12:00:00-05:00"),
+				Clock: timeutil.FixedClock{Time: generationTime("2026-05-29T08:30:00-05:00")}, Collector: test.collector, Executor: executor,
+			})
+			if err == nil || result == nil || executor.executeCalls != 0 || result.ManifestPath != "" || result.DataPackagePath != "" {
+				t.Fatalf("CompareDetailed() result/error/executor = %#v/%v/%#v", result, err, executor)
+			}
+			if _, statErr := os.Stat(filepath.Join(workingDir, "comparison-daily-2026-05-29")); !os.IsNotExist(statErr) {
+				t.Fatalf("comparison destination stat error = %v", statErr)
+			}
+		})
+	}
+}
+
+func TestCompareDetailedPublishesManifestWhenEveryProfileFails(t *testing.T) {
+	bundle := generationBundle(t)
+	executor := &generationExecutor{executeErrors: map[string]error{
+		"weather-light": errors.New("first provider failure"), "weather-deep": errors.New("second provider failure"),
+	}}
+	result, err := CompareDetailed(context.Background(), ComparisonRequest{
+		Config: comparisonConfig(), Report: ReportDaily, ProfileIDs: []string{"weather-light", "weather-deep"},
+		WorkingDir: t.TempDir(), Date: generationTime("2026-05-29T12:00:00-05:00"),
+		Clock:     timeutil.FixedClock{Time: generationTime("2026-05-29T08:30:00-05:00")},
+		Collector: &generationCollector{bundle: &bundle}, Executor: executor,
+	})
+	if err == nil || err.Error() != "comparison completed with 2 failed profiles" || result == nil || result.Succeeded != 0 || result.Failed != 2 || result.ManifestPath == "" {
+		t.Fatalf("CompareDetailed() result/error = %#v/%v", result, err)
+	}
+	for _, profile := range result.Results {
+		if profile.ReportPath != "" || profile.Error == nil {
+			t.Fatalf("failed profile = %#v", profile)
+		}
+	}
+}
+
+func TestCompareDetailedCancellationPreservesPublishedBundle(t *testing.T) {
+	workingDir := t.TempDir()
+	bundle := generationBundle(t)
+	request := ComparisonRequest{
+		Config: comparisonConfig(), Report: ReportDaily, ProfileIDs: []string{"weather-light", "weather-deep"},
+		WorkingDir: workingDir, Date: generationTime("2026-05-29T12:00:00-05:00"),
+		Clock: timeutil.FixedClock{Time: generationTime("2026-05-29T08:30:00-05:00")}, Collector: &generationCollector{bundle: &bundle}, Executor: &generationExecutor{},
+	}
+	previous, err := CompareDetailed(context.Background(), request)
+	if err != nil {
+		t.Fatalf("initial CompareDetailed() error = %v", err)
+	}
+	before, err := os.ReadFile(previous.ManifestPath)
+	if err != nil {
+		t.Fatal(err)
+	}
+	ctx, cancel := context.WithCancel(context.Background())
+	request.Replace = true
+	request.Executor = &generationExecutor{cancelBeforeReturn: cancel}
+	result, err := CompareDetailed(ctx, request)
+	if !errors.Is(err, context.Canceled) || result == nil || result.ManifestPath != "" || result.DataPackagePath != "" {
+		t.Fatalf("canceled CompareDetailed() result/error = %#v/%v", result, err)
+	}
+	after, readErr := os.ReadFile(previous.ManifestPath)
+	if readErr != nil || string(after) != string(before) {
+		t.Fatalf("published manifest changed = %q, error = %v", after, readErr)
+	}
+}
+
+func TestCompareDetailedLeavesExistingBundleWhenPublicationPreflightChanges(t *testing.T) {
+	workingDir := t.TempDir()
+	target := filepath.Join(workingDir, "comparison-output")
+	bundle := generationBundle(t)
+	executor := &generationExecutor{beforeExecute: func(promptexec.ExecuteRequest) {
+		_ = os.WriteFile(target, []byte("changed"), 0o600)
+	}}
+	result, err := CompareDetailed(context.Background(), ComparisonRequest{
+		Config: comparisonConfig(), Report: ReportDaily, ProfileIDs: []string{"weather-light", "weather-deep"},
+		WorkingDir: workingDir, OutputDir: target, Date: generationTime("2026-05-29T12:00:00-05:00"),
+		Clock: timeutil.FixedClock{Time: generationTime("2026-05-29T08:30:00-05:00")}, Collector: &generationCollector{bundle: &bundle}, Executor: executor,
+	})
+	if err == nil || result == nil || result.ManifestPath != "" || result.DataPackagePath != "" || result.Results[0].ReportPath != "" {
+		t.Fatalf("CompareDetailed() result/error = %#v/%v", result, err)
+	}
+	data, readErr := os.ReadFile(target)
+	if readErr != nil || string(data) != "changed" {
+		t.Fatalf("destination = %q, error = %v", data, readErr)
+	}
+}
+
+func comparisonConfig() config.Config {
+	cfg := config.Defaults()
+	cfg.WeatherAPI.Timezone, cfg.Location.ID = "America/Chicago", "home"
+	return cfg
+}
+
+func assertUnpublishedComparisonResult(t *testing.T, result *ComparisonResult, outputDirectory string) {
+	t.Helper()
+	if result == nil || result.OutputDirectory != outputDirectory || !filepath.IsAbs(result.OutputDirectory) || result.FinishedAt.IsZero() || result.FinishedAt.Location() != time.UTC || result.FinishedAt.Before(result.StartedAt) || result.ManifestPath != "" || result.DataPackagePath != "" {
+		t.Fatalf("unpublished comparison result = %#v", result)
+	}
+	for _, profile := range result.Results {
+		if profile.ReportPath != "" {
+			t.Fatalf("unpublished profile result = %#v", profile)
+		}
+	}
+}

internal/app/generation_test.go

@@ -0,0 +1,448 @@
+package app
+
+import (
+	"context"
+	"encoding/json"
+	"errors"
+	"os"
+	"path/filepath"
+	"sync"
+	"testing"
+	"time"
+
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/collect"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/config"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/promptexec"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/report"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/weatherdata"
+)
+
+type generationCollector struct {
+	bundle    *weatherdata.Bundle
+	err       error
+	called    bool
+	calls     int
+	beforeRun func()
+}
+
+func (c *generationCollector) Run(context.Context, collect.Request) (*collect.Result, error) {
+	if c.beforeRun != nil {
+		c.beforeRun()
+	}
+	c.called = true
+	c.calls++
+	return &collect.Result{Bundle: c.bundle}, c.err
+}
+
+type generationExecutor struct {
+	called               bool
+	executeCalls         int
+	promptInspections    int
+	profileInspections   int
+	inspectErr           error
+	profileInspectErrors map[string]error
+	executeErr           error
+	executeErrors        map[string]error
+	beforeExecute        func(promptexec.ExecuteRequest)
+	cancelBeforeReturn   context.CancelFunc
+	validation           promptexec.ValidationStatus
+	rawOutput            []byte
+	failedPrompt         string
+}
+
+var generationExecutorMu sync.Mutex
+
+func (e *generationExecutor) InspectPrompt(_ context.Context, id, version string) (promptexec.PromptInspection, error) {
+	generationExecutorMu.Lock()
+	defer generationExecutorMu.Unlock()
+	e.promptInspections++
+	if e.inspectErr != nil {
+		return promptexec.PromptInspection{}, e.inspectErr
+	}
+	definition := generationDefinitionForPrompt(id)
+	return promptexec.PromptInspection{PromptID: id, PromptVersion: version, PromptHash: generationPromptHash, DefaultProfileID: "fixture", Inputs: []promptexec.InputDefinition{{Name: "data_package", Required: true, ContentType: "application/yaml"}}, Output: promptexec.OutputContract{Format: "json", ValidationMode: "json_schema", SchemaPath: definition.GeneratedTextSchemaID + ".generated_text.schema.json"}}, nil
+}
+func (e *generationExecutor) InspectProfile(_ context.Context, id string) (promptexec.ProfileInspection, error) {
+	generationExecutorMu.Lock()
+	defer generationExecutorMu.Unlock()
+	e.profileInspections++
+	if err := e.profileInspectErrors[id]; err != nil {
+		return promptexec.ProfileInspection{}, err
+	}
+	return promptexec.ProfileInspection{ProfileID: id, BackendID: "fixture", ModelName: "fixture-model"}, nil
+}
+func (e *generationExecutor) Execute(_ context.Context, req promptexec.ExecuteRequest, callback promptexec.PreparationCallback) (*promptexec.Execution, error) {
+	stamp := time.Date(2026, 5, 29, 15, 0, 0, 0, time.UTC)
+	if err := callback(promptexec.Preparation{PromptID: req.PromptID, PromptVersion: req.PromptVersion, PromptHash: generationPromptHash, RenderedPromptHash: "rendered-hash", ProfileID: req.ProfileID, BackendID: "fixture", ModelName: "fixture-model", StartedAt: stamp, EndedAt: stamp}, nil); err != nil {
+		return nil, err
+	}
+	generationExecutorMu.Lock()
+	e.called = true
+	e.executeCalls++
+	beforeExecute := e.beforeExecute
+	profileErr := e.executeErrors[req.ProfileID]
+	executeErr := e.executeErr
+	status := e.validation
+	rawOutput := append([]byte(nil), e.rawOutput...)
+	failedPrompt := e.failedPrompt
+	cancelBeforeReturn := e.cancelBeforeReturn
+	generationExecutorMu.Unlock()
+	if beforeExecute != nil {
+		beforeExecute(req)
+	}
+	if profileErr != nil {
+		return nil, profileErr
+	}
+	if executeErr != nil {
+		return nil, executeErr
+	}
+	if status == "" {
+		status = promptexec.ValidationPassed
+	}
+	if failedPrompt == req.PromptID {
+		status = promptexec.ValidationFailed
+	}
+	if rawOutput == nil {
+		rawOutput = []byte(`{"summary":"Showers are possible during the selected day.","forecast_discussion":["A front will keep rain chances in the forecast."],"precipitation_timing":"Rain is most likely during the afternoon."}`)
+	}
+	if cancelBeforeReturn != nil {
+		cancelBeforeReturn()
+	}
+	return &promptexec.Execution{RunID: "provider-run", PromptID: req.PromptID, PromptVersion: req.PromptVersion, PromptHash: generationPromptHash, RenderedPromptHash: "rendered-hash", ProfileID: req.ProfileID, BackendID: "fixture", ModelName: "fixture-model", StartedAt: stamp, EndedAt: stamp, RawOutput: rawOutput, Validation: promptexec.NewValidation(status, "json_schema", generationDefinitionForPrompt(req.PromptID).GeneratedTextSchemaID+".generated_text.schema.json", nil)}, nil
+}
+
+const generationPromptHash = "0123456789abcdef0123456789abcdef0123456789abcdef0123456789abcdef"
+
+func generationDefinitionForPrompt(promptID string) report.Definition {
+	for _, definition := range report.DefaultRegistry().All() {
+		if definition.PromptID == promptID {
+			return definition
+		}
+	}
+	panic("unknown fixture prompt " + promptID)
+}
+
+func TestGenerateDetailedPublishesOnlySelectedOutput(t *testing.T) {
+	cfg := config.Defaults()
+	cfg.WeatherAPI.Timezone, cfg.Location.ID = "America/Chicago", "home"
+	bundle := generationBundle(t)
+	executor := &generationExecutor{}
+	collector := &generationCollector{bundle: &bundle}
+	workingDir := t.TempDir()
+	result, err := GenerateDetailed(context.Background(), GenerateRequest{Config: cfg, Report: ReportDaily, Date: generationTime("2026-05-29T12:00:00-05:00"), Now: generationTime("2026-05-29T08:30:00-05:00"), WorkingDir: workingDir, Collector: collector, Executor: executor})
+	if err != nil {
+		t.Fatalf("GenerateDetailed() error = %v", err)
+	}
+	if !executor.called || executor.executeCalls != 1 || collector.calls != 1 || result.OutputPath != filepath.Join(workingDir, "daily-2026-05-29.md") || result.ValidationStatus != promptexec.ValidationPassed || result.ProfileID == "" || result.BackendID == "" || result.ModelName == "" {
+		t.Fatalf("result = %#v", result)
+	}
+	if result.LLMDebugPath != "" {
+		t.Fatalf("unexpected debug output = %q", result.LLMDebugPath)
+	}
+	if _, err := os.Stat(filepath.Join(workingDir, "workspace")); !os.IsNotExist(err) {
+		t.Fatalf("unexpected default state directory: %v", err)
+	}
+	data, err := os.ReadFile(result.OutputPath)
+	if err != nil || len(data) == 0 {
+		t.Fatalf("output = %q, error = %v", data, err)
+	}
+}
+
+func TestGenerateDetailedUsesConfiguredOutputDirectory(t *testing.T) {
+	tests := []struct {
+		name      string
+		directory func(t *testing.T, workingDir string) string
+		wantDir   func(t *testing.T, workingDir string, configuredDir string) string
+	}{
+		{
+			name: "absolute directory",
+			directory: func(t *testing.T, _ string) string {
+				return filepath.Join(t.TempDir(), "reports")
+			},
+			wantDir: func(_ *testing.T, _ string, configuredDir string) string {
+				return configuredDir
+			},
+		},
+		{
+			name: "relative directory",
+			directory: func(_ *testing.T, _ string) string {
+				return "configured/../reports"
+			},
+			wantDir: func(_ *testing.T, workingDir string, _ string) string {
+				return filepath.Join(workingDir, "reports")
+			},
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			workingDir := t.TempDir()
+			configuredDir := tt.directory(t, workingDir)
+			cfg := generationDistributorConfig()
+			cfg.Output.Directory = configuredDir
+			bundle := generationBundle(t)
+			notifier := &generationNotifier{}
+
+			result, err := GenerateDetailed(context.Background(), GenerateRequest{
+				Config: cfg, Report: ReportDaily,
+				Date: generationTime("2026-05-29T12:00:00-05:00"), Now: generationTime("2026-05-29T08:30:00-05:00"),
+				WorkingDir: workingDir, Collector: &generationCollector{bundle: &bundle}, Executor: &generationExecutor{}, Notifier: notifier,
+			})
+			wantPath := filepath.Join(tt.wantDir(t, workingDir, configuredDir), "daily-2026-05-29.md")
+			if err != nil || result == nil || result.OutputPath != wantPath || notifier.request.ReportPath != wantPath {
+				t.Fatalf("GenerateDetailed() result/error/notification = %#v/%v/%#v", result, err, notifier.request)
+			}
+			if info, statErr := os.Stat(filepath.Dir(wantPath)); statErr != nil || !info.IsDir() {
+				t.Fatalf("configured output directory info/error = %#v/%v", info, statErr)
+			}
+			if _, statErr := os.Stat(wantPath); statErr != nil {
+				t.Fatalf("output %q: %v", wantPath, statErr)
+			}
+		})
+	}
+}
+
+func TestGenerateDetailedExplicitOutputPathIgnoresConfiguredDirectory(t *testing.T) {
+	configuredPath := filepath.Join(t.TempDir(), "not-a-directory")
+	if err := os.WriteFile(configuredPath, []byte("not a directory"), 0o600); err != nil {
+		t.Fatal(err)
+	}
+	explicitPath := filepath.Join(t.TempDir(), "explicit.md")
+	cfg := generationConfig()
+	cfg.Output.Directory = configuredPath
+	bundle := generationBundle(t)
+
+	result, err := GenerateDetailed(context.Background(), GenerateRequest{
+		Config: cfg, Report: ReportDaily,
+		Date: generationTime("2026-05-29T12:00:00-05:00"), Now: generationTime("2026-05-29T08:30:00-05:00"),
+		WorkingDir: t.TempDir(), OutputPath: explicitPath, Collector: &generationCollector{bundle: &bundle}, Executor: &generationExecutor{},
+	})
+	if err != nil || result == nil || result.OutputPath != explicitPath {
+		t.Fatalf("GenerateDetailed() result/error = %#v/%v", result, err)
+	}
+	if _, statErr := os.Stat(explicitPath); statErr != nil {
+		t.Fatalf("explicit output %q: %v", explicitPath, statErr)
+	}
+}
+
+func TestGenerateDetailedRejectsConfiguredNonDirectoryBeforeWork(t *testing.T) {
+	configuredPath := filepath.Join(t.TempDir(), "not-a-directory")
+	if err := os.WriteFile(configuredPath, []byte("not a directory"), 0o600); err != nil {
+		t.Fatal(err)
+	}
+	cfg := generationDistributorConfig()
+	cfg.Output.Directory = configuredPath
+	bundle := generationBundle(t)
+	collector := &generationCollector{bundle: &bundle}
+	executor := &generationExecutor{}
+	notifier := &generationNotifier{}
+
+	result, err := GenerateDetailed(context.Background(), GenerateRequest{
+		Config: cfg, Report: ReportDaily,
+		Date: generationTime("2026-05-29T12:00:00-05:00"), Now: generationTime("2026-05-29T08:30:00-05:00"),
+		WorkingDir: t.TempDir(), Collector: collector, Executor: executor, Notifier: notifier,
+	})
+	if err == nil || result == nil || collector.called || executor.promptInspections != 0 || executor.called || notifier.calls != 0 {
+		t.Fatalf("GenerateDetailed() result/error/collector/executor/notifier = %#v/%v/%t/%#v/%#v", result, err, collector.called, executor, notifier)
+	}
+	if data, readErr := os.ReadFile(configuredPath); readErr != nil || string(data) != "not a directory" {
+		t.Fatalf("configured path = %q, error = %v", data, readErr)
+	}
+}
+
+func TestGenerateDetailedReturnsResolvedResultWhenCollectionFails(t *testing.T) {
+	cfg := config.Defaults()
+	cfg.WeatherAPI.Timezone, cfg.Location.ID = "America/Chicago", "home"
+	collectionErr := errors.New("weather source unavailable")
+	result, err := GenerateDetailed(context.Background(), GenerateRequest{
+		Config: cfg, Report: ReportDaily, Date: generationTime("2026-05-29T12:00:00-05:00"), Now: generationTime("2026-05-29T08:30:00-05:00"),
+		WorkingDir: t.TempDir(), Collector: &generationCollector{err: collectionErr}, Executor: &generationExecutor{},
+	})
+	if !errors.Is(err, collectionErr) {
+		t.Fatalf("GenerateDetailed() error = %v, want %v", err, collectionErr)
+	}
+	if result == nil || result.ReportID != report.Daily || result.RunID == "" || result.ProfileID != "fixture" || result.BackendID != "fixture" || result.ModelName != "fixture-model" || result.OutputPath != "" {
+		t.Fatalf("result = %#v", result)
+	}
+}
+
+func TestGenerateDetailedInspectsPromptBeforeCollectingWeather(t *testing.T) {
+	cfg := generationConfig()
+	inspectionErr := errors.New("profile is invalid")
+	collector := &generationCollector{bundle: generationBundlePointer(t)}
+	result, err := GenerateDetailed(context.Background(), GenerateRequest{Config: cfg, Report: ReportDaily, Date: generationTime("2026-05-29T12:00:00-05:00"), Now: generationTime("2026-05-29T08:30:00-05:00"), WorkingDir: t.TempDir(), Collector: collector, Executor: &generationExecutor{inspectErr: inspectionErr}})
+	if !errors.Is(err, inspectionErr) || collector.called || result == nil {
+		t.Fatalf("GenerateDetailed() result/error/collector-called = %#v/%v/%t", result, err, collector.called)
+	}
+}
+
+func TestGenerateDetailedPreservesDestinationBeforePublish(t *testing.T) {
+	for _, scenario := range []struct {
+		name     string
+		executor generationExecutor
+	}{
+		{name: "generation", executor: generationExecutor{executeErr: errors.New("provider unavailable")}},
+		{name: "render", executor: generationExecutor{rawOutput: []byte(`{"summary":""}`)}},
+	} {
+		t.Run(scenario.name, func(t *testing.T) {
+			outputPath := filepath.Join(t.TempDir(), "daily.md")
+			if err := os.WriteFile(outputPath, []byte("previous report"), 0o600); err != nil {
+				t.Fatal(err)
+			}
+			bundle := generationBundle(t)
+			result, err := GenerateDetailed(context.Background(), GenerateRequest{Config: generationConfig(), Report: ReportDaily, Date: generationTime("2026-05-29T12:00:00-05:00"), Now: generationTime("2026-05-29T08:30:00-05:00"), WorkingDir: t.TempDir(), OutputPath: outputPath, Collector: &generationCollector{bundle: &bundle}, Executor: &scenario.executor})
+			data, readErr := os.ReadFile(outputPath)
+			if err == nil || result == nil || readErr != nil || string(data) != "previous report" {
+				t.Fatalf("GenerateDetailed() result/error/output = %#v/%v/%q (%v)", result, err, data, readErr)
+			}
+		})
+	}
+}
+
+func TestGenerateDetailedPreservesDestinationWhenContextCancelsBeforePublication(t *testing.T) {
+	outputPath := filepath.Join(t.TempDir(), "daily.md")
+	const previousReport = "previous report"
+	if err := os.WriteFile(outputPath, []byte(previousReport), 0o600); err != nil {
+		t.Fatal(err)
+	}
+	ctx, cancel := context.WithCancel(context.Background())
+	bundle := generationBundle(t)
+	result, err := GenerateDetailed(ctx, GenerateRequest{
+		Config: generationConfig(), Report: ReportDaily,
+		Date: generationTime("2026-05-29T12:00:00-05:00"), Now: generationTime("2026-05-29T08:30:00-05:00"),
+		WorkingDir: t.TempDir(), OutputPath: outputPath, Collector: &generationCollector{bundle: &bundle}, Executor: &generationExecutor{cancelBeforeReturn: cancel},
+	})
+	data, readErr := os.ReadFile(outputPath)
+	if !errors.Is(err, context.Canceled) || promptexec.CategoryOf(err) != promptexec.Canceled || result == nil || result.OutputPath != "" || readErr != nil || string(data) != previousReport {
+		t.Fatalf("GenerateDetailed() result/error/output = %#v/%v/%q (%v)", result, err, data, readErr)
+	}
+}
+
+func TestGenerateDetailedPreservesDestinationWhenContextDeadlineExpiresBeforePublication(t *testing.T) {
+	outputPath := filepath.Join(t.TempDir(), "daily.md")
+	const previousReport = "previous report"
+	if err := os.WriteFile(outputPath, []byte(previousReport), 0o600); err != nil {
+		t.Fatal(err)
+	}
+	ctx, cancel := context.WithDeadline(context.Background(), time.Unix(0, 0))
+	defer cancel()
+	bundle := generationBundle(t)
+	result, err := GenerateDetailed(ctx, GenerateRequest{
+		Config: generationConfig(), Report: ReportDaily,
+		Date: generationTime("2026-05-29T12:00:00-05:00"), Now: generationTime("2026-05-29T08:30:00-05:00"),
+		WorkingDir: t.TempDir(), OutputPath: outputPath, Collector: &generationCollector{bundle: &bundle}, Executor: &generationExecutor{},
+	})
+	data, readErr := os.ReadFile(outputPath)
+	if !errors.Is(err, context.DeadlineExceeded) || promptexec.CategoryOf(err) != promptexec.DeadlineExceeded || result == nil || result.OutputPath != "" || readErr != nil || string(data) != previousReport {
+		t.Fatalf("GenerateDetailed() result/error/output = %#v/%v/%q (%v)", result, err, data, readErr)
+	}
+}
+
+func TestGenerateDetailedRetainsPublishedOutputWhenNotificationFails(t *testing.T) {
+	cfg := generationConfig()
+	cfg.Notify.Distributor.Enabled = true
+	cfg.Notify.Distributor.PipelineIDTemplate = "weather"
+	bundle := generationBundle(t)
+	outputPath := filepath.Join(t.TempDir(), "daily.md")
+	notifier := &generationNotifier{err: errors.New("distributor unavailable")}
+	result, err := GenerateDetailed(context.Background(), GenerateRequest{Config: cfg, Report: ReportDaily, Date: generationTime("2026-05-29T12:00:00-05:00"), Now: generationTime("2026-05-29T08:30:00-05:00"), WorkingDir: t.TempDir(), OutputPath: outputPath, Collector: &generationCollector{bundle: &bundle}, Executor: &generationExecutor{}, Notifier: notifier})
+	if err == nil || result == nil || result.OutputPath != outputPath || notifier.request.ReportPath != outputPath || len(notifier.request.BundlePaths) == 0 {
+		t.Fatalf("GenerateDetailed() result/error/request = %#v/%v/%#v", result, err, notifier.request)
+	}
+	if data, readErr := os.ReadFile(outputPath); readErr != nil || len(data) == 0 {
+		t.Fatalf("published output = %q, error = %v", data, readErr)
+	}
+}
+
+func TestGenerateDetailedDoesNotReplaceDirectoryOutput(t *testing.T) {
+	bundle := generationBundle(t)
+	outputPath := filepath.Join(t.TempDir(), "daily.md")
+	if err := os.Mkdir(outputPath, 0o700); err != nil {
+		t.Fatal(err)
+	}
+	result, err := GenerateDetailed(context.Background(), GenerateRequest{Config: generationConfig(), Report: ReportDaily, Date: generationTime("2026-05-29T12:00:00-05:00"), Now: generationTime("2026-05-29T08:30:00-05:00"), WorkingDir: t.TempDir(), OutputPath: outputPath, Collector: &generationCollector{bundle: &bundle}, Executor: &generationExecutor{}})
+	info, statErr := os.Stat(outputPath)
+	if err == nil || result == nil || statErr != nil || !info.IsDir() {
+		t.Fatalf("GenerateDetailed() result/error/output-info = %#v/%v/%#v (%v)", result, err, info, statErr)
+	}
+}
+
+func TestGenerateDetailedWritesRequestedPromptDebugArtifacts(t *testing.T) {
+	bundle := generationBundle(t)
+	debugRoot := t.TempDir()
+	result, err := GenerateDetailed(context.Background(), GenerateRequest{
+		Config: generationConfig(), Report: ReportDaily,
+		Date: generationTime("2026-05-29T12:00:00-05:00"), Now: generationTime("2026-05-29T08:30:00-05:00"),
+		WorkingDir: t.TempDir(), LLMDebugDir: debugRoot, Collector: &generationCollector{bundle: &bundle}, Executor: &generationExecutor{},
+	})
+	if err != nil || result == nil || result.LLMDebugPath == "" {
+		t.Fatalf("GenerateDetailed() result/error = %#v/%v", result, err)
+	}
+	for _, name := range []string{"preparation.json", "execution.json"} {
+		if _, statErr := os.Stat(filepath.Join(result.LLMDebugPath, name)); statErr != nil {
+			t.Fatalf("debug artifact %q: %v", name, statErr)
+		}
+	}
+}
+
+func generationConfig() config.Config {
+	cfg := config.Defaults()
+	cfg.WeatherAPI.Timezone, cfg.Location.ID = "America/Chicago", "home"
+	return cfg
+}
+
+func generationBundlePointer(t *testing.T) *weatherdata.Bundle {
+	bundle := generationBundle(t)
+	return &bundle
+}
+
+type generationNotifier struct {
+	err          error
+	batchErr     error
+	calls        int
+	request      NotificationRequest
+	batchRequest batchNotificationRequest
+	batchCalls   int
+}
+
+func (n *generationNotifier) Notify(_ context.Context, request NotificationRequest) (*NotificationResult, error) {
+	n.calls++
+	n.request = request
+	if n.err != nil {
+		return nil, n.err
+	}
+	return &NotificationResult{Status: "succeeded"}, nil
+}
+
+func (n *generationNotifier) NotifyBatch(_ context.Context, request batchNotificationRequest) (*NotificationResult, error) {
+	n.batchCalls++
+	n.batchRequest = request
+	for _, file := range request.Files {
+		if _, err := os.Stat(file.SourcePath); err != nil {
+			return nil, err
+		}
+	}
+	return &NotificationResult{Status: "succeeded", PipelineID: request.PipelineID, BundleID: request.BundleID}, n.batchErr
+}
+
+func generationBundle(t *testing.T) weatherdata.Bundle {
+	t.Helper()
+	data, err := os.ReadFile(filepath.Join("..", "forecast", "testdata", "daily_bundle.json"))
+	if err != nil {
+		t.Fatalf("read bundle fixture: %v", err)
+	}
+	var bundle weatherdata.Bundle
+	if err := json.Unmarshal(data, &bundle); err != nil {
+		t.Fatalf("decode bundle fixture: %v", err)
+	}
+	return bundle
+}
+func generationTime(value string) time.Time {
+	parsed, _ := time.Parse(time.RFC3339, value)
+	return parsed
+}
+
+var _ promptexec.Executor = (*generationExecutor)(nil)
+var _ Collector = (*generationCollector)(nil)
+var _ Notifier = (*generationNotifier)(nil)
+var _ = report.Daily

internal/app/inspect.go

@@ -1,125 +0,0 @@
-package app
-
-import (
-	"context"
-	"fmt"
-
-	"gitea.maximumdirect.net/eric/weatherreporter/internal/briefing"
-	"gitea.maximumdirect.net/eric/weatherreporter/internal/config"
-	"gitea.maximumdirect.net/eric/weatherreporter/internal/forecast"
-	"gitea.maximumdirect.net/eric/weatherreporter/internal/promptinput"
-	"gitea.maximumdirect.net/eric/weatherreporter/internal/report"
-	"gitea.maximumdirect.net/eric/weatherreporter/internal/state"
-	"gitea.maximumdirect.net/eric/weatherreporter/internal/timeutil"
-)
-
-type InspectReportsRequest struct {
-	Config config.Config
-	Limit  int
-}
-
-type InspectRunRequest struct {
-	Config config.Config
-	RunID  string
-}
-
-type SourceInspection struct {
-	RunID          string                    `json:"runId"`
-	ReportID       report.ID                 `json:"reportId"`
-	SourceLocation string                    `json:"sourceLocation,omitempty"`
-	Sources        []briefing.SourceMetadata `json:"sources,omitempty"`
-	Warnings       []forecast.SourceWarning  `json:"warnings,omitempty"`
-}
-
-func InspectReports(ctx context.Context, req InspectReportsRequest) ([]state.ReportRecord, error) {
-	store, err := defaultStore(req.Config)
-	if err != nil {
-		return nil, err
-	}
-	return store.ListReports(ctx, req.Limit)
-}
-
-func InspectMetadata(ctx context.Context, req InspectRunRequest) (state.Metadata, error) {
-	inspection, err := inspectRun(ctx, req)
-	return inspection.metadata, err
-}
-
-func InspectBriefing(ctx context.Context, req InspectRunRequest) (briefing.Package, error) {
-	inspection, err := inspectRun(ctx, req)
-	if err != nil {
-		return briefing.Package{}, err
-	}
-	return inspection.store.LoadBriefing(ctx, inspection.metadata.BriefingPath)
-}
-
-func InspectDataPackage(ctx context.Context, req InspectRunRequest) (promptinput.Package, error) {
-	inspection, err := inspectRun(ctx, req)
-	if err != nil {
-		return promptinput.Package{}, err
-	}
-	return inspection.store.LoadDataPackage(ctx, inspection.metadata.DataPackagePath)
-}
-
-func InspectPriorSnapshot(ctx context.Context, req InspectRunRequest) (*state.PriorSnapshot, error) {
-	inspection, err := inspectRun(ctx, req)
-	if err != nil {
-		return nil, err
-	}
-	resolved, err := resolvedFromMetadata(inspection.metadata)
-	if err != nil {
-		return nil, err
-	}
-	return inspection.store.FindPriorSnapshot(ctx, resolved)
-}
-
-func InspectSources(ctx context.Context, req InspectRunRequest) (SourceInspection, error) {
-	inspection, err := inspectRun(ctx, req)
-	if err != nil {
-		return SourceInspection{}, err
-	}
-	metadata := inspection.metadata
-	return SourceInspection{
-		RunID:          metadata.RunID,
-		ReportID:       metadata.ReportID,
-		SourceLocation: metadata.SourceLocation,
-		Sources:        metadata.Sources,
-		Warnings:       metadata.SourceWarnings,
-	}, nil
-}
-
-type runInspection struct {
-	store    *state.FilesystemStore
-	metadata state.Metadata
-}
-
-func inspectRun(ctx context.Context, req InspectRunRequest) (runInspection, error) {
-	store, err := defaultStore(req.Config)
-	if err != nil {
-		return runInspection{}, err
-	}
-	metadata, _, err := store.LoadMetadataByRunID(ctx, req.RunID)
-	if err != nil {
-		return runInspection{}, err
-	}
-	return runInspection{store: store, metadata: metadata}, nil
-}
-
-func resolvedFromMetadata(metadata state.Metadata) (report.Resolved, error) {
-	definition, err := report.DefaultRegistry().Lookup(metadata.ReportID)
-	if err != nil {
-		return report.Resolved{}, err
-	}
-	location, err := timeutil.LoadLocation(metadata.Timezone)
-	if err != nil {
-		return report.Resolved{}, err
-	}
-	if !metadata.ValidPeriod.IsValid() {
-		return report.Resolved{}, fmt.Errorf("metadata valid period for run id %q is invalid", metadata.RunID)
-	}
-	return report.Resolved{
-		Definition:  definition,
-		GeneratedAt: metadata.GeneratedAt,
-		Timezone:    location.String(),
-		ValidPeriod: metadata.ValidPeriod,
-	}, nil
-}

internal/app/output.go

@@ -0,0 +1,193 @@
+package app
+
+import (
+	"fmt"
+	"os"
+	"path/filepath"
+	"strings"
+
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/comparison"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/report"
+)
+
+func plannedBatchOutputPath(outputDir string, planned plannedBatchReport) (string, error) {
+	outputName, err := planned.Resolved.OutputName()
+	if err != nil {
+		return "", err
+	}
+	return validateOutputPath(filepath.Join(outputDir, outputName))
+}
+
+func prepareBatchOutputs(outputDir string, plannedReports []plannedBatchReport) error {
+	for index := range plannedReports {
+		outputPath, err := plannedBatchOutputPath(outputDir, plannedReports[index])
+		if err != nil {
+			return err
+		}
+		plannedReports[index].OutputPath = outputPath
+	}
+	return nil
+}
+
+func resolveReportOutputPath(workingDir, override, configuredDir string, resolved report.Resolved) (string, error) {
+	outputName, err := resolved.OutputName()
+	if err != nil {
+		return "", err
+	}
+	if override != "" {
+		return resolveOutputPath(workingDir, override, outputName)
+	}
+	outputDir, err := resolveOutputDir(workingDir, configuredDir)
+	if err != nil {
+		return "", err
+	}
+	return validateOutputPath(filepath.Join(outputDir, outputName))
+}
+
+func resolveOutputDirWithConfigured(workingDir, override, configuredDir string) (string, error) {
+	directory := configuredDir
+	if override != "" {
+		directory = override
+	}
+	return resolveOutputDir(workingDir, directory)
+}
+
+func resolveComparisonOutputDirectory(workingDir, override, configuredDir, reportOutputName string) (string, error) {
+	workingDir, err := validateWorkingDir(workingDir)
+	if err != nil {
+		return "", err
+	}
+	if override != "" {
+		return resolveComparisonDirectoryPath(workingDir, override)
+	}
+	outputDir, err := resolveOutputDir(workingDir, configuredDir)
+	if err != nil {
+		return "", err
+	}
+	name, err := comparison.DefaultDirectoryName(reportOutputName)
+	if err != nil {
+		return "", err
+	}
+	return filepath.Join(outputDir, name), nil
+}
+
+func resolveComparisonDirectoryPath(workingDir, directory string) (string, error) {
+	if strings.TrimSpace(directory) == "" {
+		return "", fmt.Errorf("comparison output directory is required")
+	}
+	if !filepath.IsAbs(directory) {
+		directory = filepath.Join(workingDir, directory)
+	}
+	return filepath.Clean(directory), nil
+}
+
+func resolveOutputDir(workingDir, override string) (string, error) {
+	workingDir, err := validateWorkingDir(workingDir)
+	if err != nil {
+		return "", err
+	}
+	if override == "" {
+		return workingDir, nil
+	}
+	if strings.TrimSpace(override) == "" {
+		return "", fmt.Errorf("output directory is required")
+	}
+	directory := override
+	if !filepath.IsAbs(directory) {
+		directory = filepath.Join(workingDir, directory)
+	}
+	directory = filepath.Clean(directory)
+	if err := preflightOutputDirectory(directory); err != nil {
+		return "", err
+	}
+	return directory, nil
+}
+
+func preflightOutputDirectory(directory string) error {
+	info, err := os.Stat(directory)
+	if err == nil {
+		if !info.IsDir() {
+			return fmt.Errorf("output directory %q is not a directory", directory)
+		}
+		return nil
+	}
+	if !os.IsNotExist(err) {
+		return fmt.Errorf("inspect output directory %q: %w", directory, err)
+	}
+
+	// A missing directory is valid, but os.Stat also reports ErrNotExist for a
+	// dangling symlink. Walk to the first existing component so invalid links
+	// fail preflight instead of being discovered only during publication.
+	for component := directory; ; component = filepath.Dir(component) {
+		componentInfo, componentErr := os.Lstat(component)
+		if componentErr == nil {
+			if componentInfo.Mode()&os.ModeSymlink != 0 {
+				targetInfo, targetErr := os.Stat(component)
+				if targetErr != nil {
+					return fmt.Errorf("inspect output directory %q at %q: %w", directory, component, targetErr)
+				}
+				if !targetInfo.IsDir() {
+					return fmt.Errorf("output directory %q has non-directory path component %q", directory, component)
+				}
+				return nil
+			}
+			if !componentInfo.IsDir() {
+				return fmt.Errorf("output directory %q has non-directory path component %q", directory, component)
+			}
+			return nil
+		}
+		if !os.IsNotExist(componentErr) {
+			return fmt.Errorf("inspect output directory %q at %q: %w", directory, component, componentErr)
+		}
+		if filepath.Dir(component) == component {
+			return fmt.Errorf("inspect output directory %q: no existing directory ancestor", directory)
+		}
+	}
+}
+
+func resolveOutputPath(workingDir, override, defaultName string) (string, error) {
+	workingDir, err := validateWorkingDir(workingDir)
+	if err != nil {
+		return "", err
+	}
+	path := override
+	if path == "" {
+		path = defaultName
+	}
+	if strings.TrimSpace(path) == "" {
+		return "", fmt.Errorf("final output path is required")
+	}
+	if !filepath.IsAbs(path) {
+		path = filepath.Join(workingDir, path)
+	}
+	return validateOutputPath(path)
+}
+
+func validateWorkingDir(workingDir string) (string, error) {
+	if strings.TrimSpace(workingDir) == "" {
+		return "", fmt.Errorf("working directory is required")
+	}
+	if !filepath.IsAbs(workingDir) {
+		return "", fmt.Errorf("working directory %q must be absolute", workingDir)
+	}
+	return filepath.Clean(workingDir), nil
+}
+
+func validateOutputPath(path string) (string, error) {
+	if strings.TrimSpace(path) == "" {
+		return "", fmt.Errorf("final output path is required")
+	}
+	path = filepath.Clean(path)
+	if !filepath.IsAbs(path) {
+		return "", fmt.Errorf("final output path %q must be absolute", path)
+	}
+	if filepath.Dir(path) == path {
+		return "", fmt.Errorf("final output path %q must not be a filesystem root", path)
+	}
+	if info, err := os.Stat(path); err == nil && info.IsDir() {
+		return "", fmt.Errorf("final output path %q is a directory", path)
+	} else if err != nil && !os.IsNotExist(err) {
+		return "", fmt.Errorf("inspect final output path %q: %w", path, err)
+	}
+	return path, nil
+}

internal/app/output_test.go

@@ -0,0 +1,75 @@
+package app
+
+import (
+	"os"
+	"path/filepath"
+	"testing"
+)
+
+func TestResolveComparisonOutputDirectory(t *testing.T) {
+	workingDir := t.TempDir()
+	configured := filepath.Join(workingDir, "configured")
+	blocked := filepath.Join(workingDir, "not-a-directory")
+	if err := os.WriteFile(blocked, []byte("blocked"), 0o600); err != nil {
+		t.Fatal(err)
+	}
+
+	tests := []struct {
+		name             string
+		override         string
+		configuredDir    string
+		reportOutputName string
+		want             string
+		wantErr          bool
+	}{
+		{name: "working directory default", reportOutputName: "today.md", want: filepath.Join(workingDir, "comparison-today")},
+		{name: "configured relative directory", configuredDir: "configured", reportOutputName: "tomorrow.md", want: filepath.Join(configured, "comparison-tomorrow")},
+		{name: "configured absolute directory", configuredDir: configured, reportOutputName: "hourly.md", want: filepath.Join(configured, "comparison-hourly")},
+		{name: "relative explicit directory", override: "exact", configuredDir: blocked, reportOutputName: "daily-2026-08-24.md", want: filepath.Join(workingDir, "exact")},
+		{name: "absolute explicit directory", override: filepath.Join(workingDir, "absolute"), reportOutputName: "today.md", want: filepath.Join(workingDir, "absolute")},
+		{name: "invalid report suffix", reportOutputName: "today.txt", wantErr: true},
+	}
+
+	for _, test := range tests {
+		t.Run(test.name, func(t *testing.T) {
+			got, err := resolveComparisonOutputDirectory(workingDir, test.override, test.configuredDir, test.reportOutputName)
+			if (err != nil) != test.wantErr {
+				t.Fatalf("resolveComparisonOutputDirectory() error = %v, want error %t", err, test.wantErr)
+			}
+			if !test.wantErr && got != test.want {
+				t.Fatalf("resolveComparisonOutputDirectory() = %q, want %q", got, test.want)
+			}
+		})
+	}
+}
+
+func TestResolveOutputDirRejectsDanglingSymlinkComponents(t *testing.T) {
+	workingDir := t.TempDir()
+	dangling := filepath.Join(workingDir, "dangling")
+	if err := os.Symlink(filepath.Join(workingDir, "missing"), dangling); err != nil {
+		t.Fatal(err)
+	}
+
+	for _, directory := range []string{dangling, filepath.Join(dangling, "reports")} {
+		t.Run(filepath.Base(directory), func(t *testing.T) {
+			if _, err := resolveOutputDir(workingDir, directory); err == nil {
+				t.Fatalf("resolveOutputDir(%q) error = nil, want dangling symlink error", directory)
+			}
+		})
+	}
+}
+
+func TestResolveOutputDirAllowsMissingDirectoryBelowValidSymlink(t *testing.T) {
+	workingDir := t.TempDir()
+	target := t.TempDir()
+	link := filepath.Join(workingDir, "linked")
+	if err := os.Symlink(target, link); err != nil {
+		t.Fatal(err)
+	}
+
+	directory := filepath.Join(link, "reports")
+	got, err := resolveOutputDir(workingDir, directory)
+	if err != nil || got != directory {
+		t.Fatalf("resolveOutputDir() = %q, %v, want %q, nil", got, err, directory)
+	}
+}

internal/app/prepared_report.go

@@ -0,0 +1,150 @@
+package app
+
+import (
+	"encoding/json"
+	"fmt"
+
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/briefing"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/collect"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/config"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/generatedtext"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/module"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/promptinput"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/report"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/weatherdata"
+)
+
+// preparedReport contains the immutable deterministic inputs shared by prompt
+// executions for one resolved report.
+type preparedReport struct {
+	resolved         report.Resolved
+	reportFacts      ReportFacts
+	moduleSnapshot   module.Snapshot
+	briefingMetadata briefing.Metadata
+	sourceWarnings   []weatherdata.SourceWarning
+	dataPackage      []byte
+	handler          generatedtext.Handler
+}
+
+type prepareReportRequest struct {
+	Config     config.Config
+	Resolved   report.Resolved
+	Collection collect.Result
+}
+
+type preparationError struct {
+	operation string
+	err       error
+}
+
+func (e *preparationError) Error() string {
+	return e.operation + ": " + e.err.Error()
+}
+
+func (e *preparationError) Unwrap() error {
+	return e.err
+}
+
+func prepareReport(req prepareReportRequest) (preparedReport, error) {
+	if req.Collection.Bundle == nil {
+		return preparedReport{}, &preparationError{operation: "prepare report", err: fmt.Errorf("collected weather bundle is required")}
+	}
+
+	reportFacts, err := BuildReportFacts(ModuleSnapshotRequest{Config: req.Config, Resolved: req.Resolved}, req.Collection.Bundle)
+	if err != nil {
+		return preparedReport{}, &preparationError{operation: "build report facts", err: err}
+	}
+	moduleSnapshot, err := BuildModuleSnapshotFromFacts(ModuleSnapshotRequest{Config: req.Config, Resolved: req.Resolved}, reportFacts)
+	if err != nil {
+		return preparedReport{}, &preparationError{operation: "build module snapshot", err: err}
+	}
+	metadata := briefing.BuildMetadata(briefingBuildContext(req.Config, req.Resolved, reportFacts.Collected))
+	dataPackage, err := promptinput.Build(promptinput.BuildRequest{Metadata: promptMetadata(metadata), Modules: moduleSnapshot})
+	if err != nil {
+		return preparedReport{}, &preparationError{operation: "build data package", err: err}
+	}
+	serializedDataPackage, err := promptinput.MarshalYAML(dataPackage)
+	if err != nil {
+		return preparedReport{}, &preparationError{operation: "marshal data package", err: err}
+	}
+	handler, err := generatedtext.LookupDefinition(req.Resolved.Definition)
+	if err != nil {
+		return preparedReport{}, &preparationError{operation: "lookup generated text catalog", err: err}
+	}
+
+	clonedFacts, err := clonePreparedValue(reportFacts)
+	if err != nil {
+		return preparedReport{}, &preparationError{operation: "copy prepared report facts", err: err}
+	}
+	clonedSnapshot, err := clonePreparedValue(moduleSnapshot)
+	if err != nil {
+		return preparedReport{}, &preparationError{operation: "copy prepared module snapshot", err: err}
+	}
+	clonedMetadata, err := clonePreparedValue(metadata)
+	if err != nil {
+		return preparedReport{}, &preparationError{operation: "copy prepared briefing metadata", err: err}
+	}
+	prepared := preparedReport{
+		resolved:         cloneResolved(req.Resolved),
+		reportFacts:      clonedFacts,
+		moduleSnapshot:   clonedSnapshot,
+		briefingMetadata: clonedMetadata,
+		sourceWarnings:   append([]weatherdata.SourceWarning(nil), clonedMetadata.SourceWarnings...),
+		dataPackage:      append([]byte(nil), serializedDataPackage...),
+		handler:          handler,
+	}
+	return prepared, nil
+}
+
+func cloneResolved(value report.Resolved) report.Resolved {
+	cloned := value
+	cloned.Definition.DistributorPathTemplates = append([]string(nil), value.Definition.DistributorPathTemplates...)
+	cloned.Definition.Modules = make([]module.ConfigItem, len(value.Definition.Modules))
+	for i, item := range value.Definition.Modules {
+		cloned.Definition.Modules[i] = item
+		switch options := item.Options.(type) {
+		case module.AreaForecastDiscussionOptions:
+			options.Sections = append([]string(nil), options.Sections...)
+			cloned.Definition.Modules[i].Options = options
+		}
+	}
+	return cloned
+}
+
+func (p preparedReport) dataPackageCopy() []byte {
+	return append([]byte(nil), p.dataPackage...)
+}
+
+func (p preparedReport) sourceWarningsCopy() []weatherdata.SourceWarning {
+	return append([]weatherdata.SourceWarning(nil), p.sourceWarnings...)
+}
+
+func (p preparedReport) renderInputs() (briefing.Metadata, module.Snapshot, ReportFacts, error) {
+	metadata, err := clonePreparedValue(p.briefingMetadata)
+	if err != nil {
+		return briefing.Metadata{}, module.Snapshot{}, ReportFacts{}, err
+	}
+	snapshot, err := clonePreparedValue(p.moduleSnapshot)
+	if err != nil {
+		return briefing.Metadata{}, module.Snapshot{}, ReportFacts{}, err
+	}
+	reportFacts, err := clonePreparedValue(p.reportFacts)
+	if err != nil {
+		return briefing.Metadata{}, module.Snapshot{}, ReportFacts{}, err
+	}
+	return metadata, snapshot, reportFacts, nil
+}
+
+func clonePreparedValue[T any](value T) (T, error) {
+	encoded, err := json.Marshal(value)
+	if err != nil {
+		var zero T
+		return zero, fmt.Errorf("marshal immutable prepared value: %w", err)
+	}
+	var cloned T
+	if err := json.Unmarshal(encoded, &cloned); err != nil {
+		var zero T
+		return zero, fmt.Errorf("unmarshal immutable prepared value: %w", err)
+	}
+	return cloned, nil
+}

internal/app/prepared_report_test.go

@@ -0,0 +1,64 @@
+package app
+
+import (
+	"bytes"
+	"reflect"
+	"testing"
+
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/collect"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/weatherdata"
+)
+
+func TestPrepareReportBuildsImmutableDeterministicInputs(t *testing.T) {
+	cfg := generationConfig()
+	bundle := generationBundle(t)
+	resolved, err := ResolveGenerate(GenerateRequest{
+		Config: cfg, Report: ReportDaily,
+		Date: generationTime("2026-05-29T12:00:00-05:00"), Now: generationTime("2026-05-29T08:30:00-05:00"),
+	}, generationTime("2026-05-29T08:30:00-05:00"))
+	if err != nil {
+		t.Fatalf("ResolveGenerate() error = %v", err)
+	}
+
+	request := prepareReportRequest{Config: cfg, Resolved: resolved, Collection: collect.Result{Bundle: &bundle}}
+	prepared, err := prepareReport(request)
+	if err != nil {
+		t.Fatalf("prepareReport() error = %v", err)
+	}
+	repeated, err := prepareReport(request)
+	if err != nil {
+		t.Fatalf("second prepareReport() error = %v", err)
+	}
+	if len(prepared.dataPackage) == 0 || !bytes.Equal(prepared.dataPackage, repeated.dataPackage) || !reflect.DeepEqual(prepared.briefingMetadata, repeated.briefingMetadata) {
+		t.Fatalf("prepared package/metadata are not deterministic: %q/%#v", prepared.dataPackage, prepared.briefingMetadata)
+	}
+
+	originalDataPackage := append([]byte(nil), prepared.dataPackage...)
+	originalMetadata := prepared.briefingMetadata
+	originalWarnings := append([]weatherdata.SourceWarning(nil), prepared.sourceWarnings...)
+	metadata, snapshot, reportFacts, err := prepared.renderInputs()
+	if err != nil {
+		t.Fatalf("renderInputs() error = %v", err)
+	}
+	metadata.SourceWarnings = append(metadata.SourceWarnings, weatherdata.SourceWarning{Source: "test", Message: "consumer mutation"})
+	snapshot.Outputs = nil
+	reportFacts.Collected.Hourly.Periods[0].TextDescription = "consumer mutation"
+	bundle.Hourly.Periods[0].TextDescription = "mutated after preparation"
+	bundle.Warnings = append(bundle.Warnings, weatherdata.SourceWarning{Source: "test", Message: "mutated warning"})
+	if len(bundle.Sources) > 0 {
+		if bundle.Sources[0].Query == nil {
+			bundle.Sources[0].Query = map[string]string{}
+		}
+		bundle.Sources[0].Query["mutated"] = "true"
+	}
+
+	if !bytes.Equal(prepared.dataPackage, originalDataPackage) || !reflect.DeepEqual(prepared.briefingMetadata, originalMetadata) || !reflect.DeepEqual(prepared.sourceWarnings, originalWarnings) {
+		t.Fatalf("prepared values changed after caller mutation: %#v", prepared)
+	}
+	if prepared.reportFacts.Collected.Hourly.Periods[0].TextDescription == "mutated after preparation" {
+		t.Fatal("prepared report facts retain caller-owned weather data")
+	}
+	if prepared.reportFacts.Collected.Hourly.Periods[0].TextDescription == "consumer mutation" || len(prepared.moduleSnapshot.Outputs) == 0 {
+		t.Fatal("prepared report values retain consumer mutation")
+	}
+}

internal/app/profile_execution.go

@@ -0,0 +1,127 @@
+package app
+
+import (
+	"context"
+	"fmt"
+
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/promptdebug"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/promptexec"
+)
+
+type profileExecutionRequest struct {
+	Prepared    preparedReport
+	Prompt      PromptInspectionResult
+	Profile     promptexec.ProfileInspection
+	Executor    promptexec.Executor
+	DebugWriter *promptdebug.PromptDebugWriter
+	DebugRef    *promptdebug.PromptDebugRef
+}
+
+type profileExecutionOutcome struct {
+	ProfileID        string
+	BackendID        string
+	ModelName        string
+	ValidationStatus promptexec.ValidationStatus
+	LLMDebugPath     string
+}
+
+type profileExecutionError struct {
+	operation       string
+	err             error
+	callbackFailure bool
+}
+
+func (e *profileExecutionError) Error() string {
+	return e.operation + ": " + e.err.Error()
+}
+
+func (e *profileExecutionError) Unwrap() error {
+	return e.err
+}
+
+func executePreparedProfile(ctx context.Context, req profileExecutionRequest) (profileExecutionOutcome, []byte, error) {
+	outcome := profileExecutionOutcome{
+		ProfileID: req.Profile.ProfileID,
+		BackendID: req.Profile.BackendID,
+		ModelName: req.Profile.ModelName,
+	}
+	if req.Executor == nil {
+		return outcome, nil, &profileExecutionError{operation: "execute prompt", err: promptexec.NewError(promptexec.InvalidConfiguration, "prompt executor is required", nil)}
+	}
+
+	callbackFailed := false
+	preparationCallback := func(preparation promptexec.Preparation, debug *promptexec.PreparationDebug) error {
+		outcome.ProfileID, outcome.BackendID, outcome.ModelName = preparation.ProfileID, preparation.BackendID, preparation.ModelName
+		if req.DebugWriter == nil || !req.DebugWriter.Enabled() {
+			return nil
+		}
+		if req.DebugRef == nil {
+			callbackFailed = true
+			return promptDebugWriteError(fmt.Errorf("prompt debug reference is required"))
+		}
+		path, err := req.DebugWriter.WritePreparation(*req.DebugRef, preparation, debug)
+		if err != nil {
+			callbackFailed = true
+			return promptDebugWriteError(err)
+		}
+		outcome.LLMDebugPath = path
+		return nil
+	}
+
+	captureDebug := req.DebugWriter != nil && req.DebugWriter.Enabled()
+	execution, err := req.Executor.Execute(ctx, promptexec.ExecuteRequest{
+		PromptID:      req.Prompt.PromptID,
+		PromptVersion: req.Prompt.PromptVersion,
+		ProfileID:     req.Profile.ProfileID,
+		DataPackage:   req.Prepared.dataPackageCopy(),
+		CaptureDebug:  captureDebug,
+	}, preparationCallback)
+	if err != nil {
+		if callbackFailed {
+			return outcome, nil, &profileExecutionError{operation: "execute prompt", err: err, callbackFailure: true}
+		}
+		return outcome, nil, &profileExecutionError{operation: "execute prompt", err: classifiedPromptError("prompt execution failed", err)}
+	}
+	if execution == nil {
+		return outcome, nil, &profileExecutionError{operation: "execute prompt", err: promptexec.NewError(promptexec.Generation, "prompt executor returned no execution", nil)}
+	}
+
+	outcome.ValidationStatus = execution.Validation.Status
+	if req.DebugWriter != nil && req.DebugWriter.Enabled() {
+		if req.DebugRef == nil {
+			return outcome, nil, &profileExecutionError{operation: "write prompt debug", err: promptDebugWriteError(fmt.Errorf("prompt debug reference is required"))}
+		}
+		path, err := req.DebugWriter.WriteExecution(*req.DebugRef, *execution)
+		if err != nil {
+			return outcome, nil, &profileExecutionError{operation: "write prompt debug", err: promptDebugWriteError(err)}
+		}
+		if path != "" {
+			outcome.LLMDebugPath = path
+		}
+	}
+
+	if execution.Validation.Status != promptexec.ValidationPassed && execution.Validation.Status != promptexec.ValidationFailed {
+		return outcome, nil, &profileExecutionError{operation: "validate prompt execution", err: promptexec.NewError(promptexec.OperationalValidation, "prompt execution did not complete validation", nil)}
+	}
+	if execution.Validation.Status == promptexec.ValidationFailed {
+		return outcome, nil, &profileExecutionError{operation: "validate prompt execution", err: promptexec.NewError(promptexec.ValidationRejected, "prompt output did not satisfy its schema", nil)}
+	}
+
+	generatedText, _, err := req.Prepared.handler.Validate(execution.RawOutput)
+	if err != nil {
+		return outcome, nil, &profileExecutionError{operation: "validate generated text", err: err}
+	}
+	metadata, snapshot, reportFacts, err := req.Prepared.renderInputs()
+	if err != nil {
+		return outcome, nil, &profileExecutionError{operation: "copy prepared render inputs", err: err}
+	}
+	renderContext, err := req.Prepared.handler.BuildRenderContext(metadata, snapshot, reportFacts.Collected, reportFacts.Derived, generatedText)
+	if err != nil {
+		return outcome, nil, &profileExecutionError{operation: "build render context", err: err}
+	}
+	rendered, err := req.Prepared.handler.Render(renderContext)
+	if err != nil {
+		return outcome, nil, &profileExecutionError{operation: "render template", err: err}
+	}
+	return outcome, rendered, nil
+}

internal/app/profile_execution_test.go

@@ -0,0 +1,70 @@
+package app
+
+import (
+	"context"
+	"errors"
+	"os"
+	"path/filepath"
+	"testing"
+
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/collect"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/promptdebug"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/promptexec"
+)
+
+func TestExecutePreparedProfileRendersWithoutPublishing(t *testing.T) {
+	prepared, inspection := preparedDailyProfile(t)
+	executor := &generationExecutor{}
+	outputPath := filepath.Join(t.TempDir(), "report.md")
+	outcome, rendered, err := executePreparedProfile(context.Background(), profileExecutionRequest{
+		Prepared: prepared, Prompt: inspection,
+		Profile:  promptexec.ProfileInspection{ProfileID: inspection.ProfileID, BackendID: inspection.BackendID, ModelName: inspection.ModelName},
+		Executor: executor,
+	})
+	if err != nil {
+		t.Fatalf("executePreparedProfile() error = %v", err)
+	}
+	if len(rendered) == 0 || outcome.ValidationStatus != promptexec.ValidationPassed || outcome.ProfileID != inspection.ProfileID || executor.executeCalls != 1 {
+		t.Fatalf("outcome/rendered/execution calls = %#v/%q/%d", outcome, rendered, executor.executeCalls)
+	}
+	if _, statErr := os.Stat(outputPath); !os.IsNotExist(statErr) {
+		t.Fatalf("execution unexpectedly published %q: %v", outputPath, statErr)
+	}
+}
+
+func TestExecutePreparedProfileKeepsDebugCallbackFailureLocal(t *testing.T) {
+	prepared, inspection := preparedDailyProfile(t)
+	debugWriter, err := promptdebug.NewPromptDebugWriter(t.TempDir())
+	if err != nil {
+		t.Fatalf("NewPromptDebugWriter() error = %v", err)
+	}
+	executor := &generationExecutor{}
+	outcome, rendered, err := executePreparedProfile(context.Background(), profileExecutionRequest{
+		Prepared: prepared, Prompt: inspection,
+		Profile:  promptexec.ProfileInspection{ProfileID: inspection.ProfileID, BackendID: inspection.BackendID, ModelName: inspection.ModelName},
+		Executor: executor, DebugWriter: debugWriter,
+		DebugRef: &promptdebug.PromptDebugRef{ReportID: inspectionResolved(t).Definition.ID, ValidDate: "2026-05-29", RunID: "invalid/path"},
+	})
+	var executionErr *profileExecutionError
+	if err == nil || !errors.As(err, &executionErr) || !executionErr.callbackFailure || promptexec.CategoryOf(err) != promptexec.InvalidConfiguration || len(rendered) != 0 || executor.executeCalls != 0 || outcome.LLMDebugPath != "" {
+		t.Fatalf("outcome/rendered/error/execution calls = %#v/%q/%v/%d", outcome, rendered, err, executor.executeCalls)
+	}
+}
+
+func preparedDailyProfile(t *testing.T) (preparedReport, PromptInspectionResult) {
+	t.Helper()
+	cfg := generationConfig()
+	resolved, err := ResolveGenerate(GenerateRequest{
+		Config: cfg, Report: ReportDaily,
+		Date: generationTime("2026-05-29T12:00:00-05:00"), Now: generationTime("2026-05-29T08:30:00-05:00"),
+	}, generationTime("2026-05-29T08:30:00-05:00"))
+	if err != nil {
+		t.Fatalf("ResolveGenerate() error = %v", err)
+	}
+	bundle := generationBundle(t)
+	prepared, err := prepareReport(prepareReportRequest{Config: cfg, Resolved: resolved, Collection: collect.Result{Bundle: &bundle}})
+	if err != nil {
+		t.Fatalf("prepareReport() error = %v", err)
+	}
+	return prepared, PromptInspectionResult{PromptID: resolved.Definition.PromptID, PromptVersion: resolved.Definition.PromptVersion, PromptHash: "prompt-hash", ProfileID: "fixture", BackendID: "fixture", ModelName: "fixture-model"}
+}

internal/app/prompt_generate.go

@@ -0,0 +1,142 @@
+package app
+
+import (
+	"context"
+	"errors"
+	"fmt"
+
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/collect"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/fileutil"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/promptdebug"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/promptexec"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/report"
+)
+
+type promptReportRequest struct {
+	GenerateRequest
+	Resolved    report.Resolved
+	Collection  collect.Result
+	Inspection  PromptInspectionResult
+	DebugWriter *promptdebug.PromptDebugWriter
+	Result      *ReportResult
+	noNotify    bool
+}
+
+func generatePromptReport(ctx context.Context, req promptReportRequest) (*ReportResult, error) {
+	if req.Collection.Bundle == nil {
+		return nil, fmt.Errorf("collected weather bundle is required")
+	}
+	result := req.Result
+	if result == nil {
+		result = initialReportResult(req.GenerateRequest, req.Resolved, req.Inspection)
+	}
+	prepared, err := prepareReport(prepareReportRequest{Config: req.Config, Resolved: req.Resolved, Collection: req.Collection})
+	if err != nil {
+		return result, generatedPreparationError(req.Resolved, result.RunID, err)
+	}
+	result.SourceWarnings = prepared.sourceWarningsCopy()
+	debugRef := promptdebug.PromptDebugRef{ReportID: result.ReportID, ValidDate: prepared.resolved.ValidPeriod.Start.Format("2006-01-02"), RunID: result.RunID}
+	outcome, rendered, err := executePreparedProfile(ctx, profileExecutionRequest{
+		Prepared: prepared,
+		Prompt:   req.Inspection,
+		Profile: promptexec.ProfileInspection{
+			ProfileID: req.Inspection.ProfileID,
+			BackendID: req.Inspection.BackendID,
+			ModelName: req.Inspection.ModelName,
+		},
+		Executor: req.Executor, DebugWriter: req.DebugWriter, DebugRef: &debugRef,
+	})
+	result.ProfileID, result.BackendID, result.ModelName = outcome.ProfileID, outcome.BackendID, outcome.ModelName
+	result.ValidationStatus = outcome.ValidationStatus
+	result.LLMDebugPath = outcome.LLMDebugPath
+	if err != nil {
+		return result, generatedProfileExecutionError(req.Resolved, result.RunID, err)
+	}
+	return publishPromptReport(ctx, promptPublicationRequest{
+		GenerateRequest:      req.GenerateRequest,
+		Resolved:             req.Resolved,
+		OutputPath:           req.OutputPath,
+		Result:               result,
+		Markdown:             rendered,
+		suppressNotification: req.noNotify,
+	})
+}
+
+func initialReportResult(req GenerateRequest, resolved report.Resolved, inspection PromptInspectionResult) *ReportResult {
+	metadata := resolved.Metadata()
+	return &ReportResult{
+		ReportID: resolved.Definition.ID, ReportName: resolved.Definition.Name,
+		PromptID: resolved.Definition.PromptID, PromptVersion: resolved.Definition.PromptVersion,
+		RunID: metadata.RunID, GeneratedAt: metadata.GeneratedAt, Timezone: req.Config.WeatherAPI.Timezone,
+		ValidPeriod: metadata.ValidPeriod,
+		ProfileID:   inspection.ProfileID, BackendID: inspection.BackendID, ModelName: inspection.ModelName,
+	}
+}
+
+type promptPublicationRequest struct {
+	GenerateRequest
+	Resolved             report.Resolved
+	OutputPath           string
+	Result               *ReportResult
+	Markdown             []byte
+	suppressNotification bool
+}
+
+func publishPromptReport(ctx context.Context, req promptPublicationRequest) (*ReportResult, error) {
+	if err := publicationContextError(ctx); err != nil {
+		return req.Result, generatedReportError(req.Resolved, req.Result.RunID, "publish report", err)
+	}
+	if err := fileutil.WriteFileAtomic(req.OutputPath, req.Markdown); err != nil {
+		return req.Result, err
+	}
+	req.Result.OutputPath = req.OutputPath
+	if req.suppressNotification {
+		return req.Result, nil
+	}
+	notification, err := notifyReport(ctx, req.Config, req.Resolved, req.Result.OutputPath, req.Result.RunID, req.Result.GeneratedAt, req.Notifier)
+	req.Result.Notification = notification
+	if err != nil {
+		return req.Result, err
+	}
+	return req.Result, nil
+}
+
+func generatedPreparationError(resolved report.Resolved, runID string, err error) error {
+	var preparation *preparationError
+	if errors.As(err, &preparation) {
+		return generatedReportError(resolved, runID, preparation.operation, preparation.err)
+	}
+	return generatedReportError(resolved, runID, "prepare report", err)
+}
+
+func generatedProfileExecutionError(resolved report.Resolved, runID string, err error) error {
+	var execution *profileExecutionError
+	if errors.As(err, &execution) {
+		if execution.callbackFailure {
+			return execution.err
+		}
+		return generatedReportError(resolved, runID, execution.operation, execution.err)
+	}
+	return generatedReportError(resolved, runID, "execute prompt", err)
+}
+
+func classifiedPromptError(operation string, err error) error {
+	if promptexec.CategoryOf(err) != "" {
+		return err
+	}
+	return promptexec.NewError(promptexec.Generation, operation, err)
+}
+
+func publicationContextError(ctx context.Context) error {
+	if err := ctx.Err(); err != nil {
+		if errors.Is(err, context.DeadlineExceeded) {
+			return promptexec.NewError(promptexec.DeadlineExceeded, "context expired before output publication", err)
+		}
+		return promptexec.NewError(promptexec.Canceled, "context canceled before output publication", err)
+	}
+	return nil
+}
+
+func promptDebugWriteError(err error) error {
+	return promptexec.NewError(promptexec.InvalidConfiguration, "write requested prompt debug artifact", err)
+}

internal/app/prompt_inspection.go

@@ -0,0 +1,221 @@
+package app
+
+import (
+	"context"
+	"os"
+	"strings"
+
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/comparison"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/config"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/promptexec"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/report"
+)
+
+// PromptInspectionRequest contains the non-executing inputs required to
+// validate one report's configured prompt and profile.
+type PromptInspectionRequest struct {
+	Resolved  report.Resolved
+	Executor  promptexec.Executor
+	Promptkit config.PromptkitConfig
+	LookupEnv func(string) (string, bool)
+}
+
+// PromptInspectionResult contains only safe identity and provenance from a
+// prompt/profile inspection.
+type PromptInspectionResult struct {
+	PromptID      string
+	PromptVersion string
+	PromptHash    string
+	ProfileID     string
+	BackendID     string
+	ModelName     string
+}
+
+// PromptExecutionsInspectionRequest validates all prompt/profile combinations
+// needed by a batch before collection begins.
+type PromptExecutionsInspectionRequest struct {
+	Resolved  []report.Resolved
+	Executor  promptexec.Executor
+	Promptkit config.PromptkitConfig
+	LookupEnv func(string) (string, bool)
+}
+
+// ComparisonInspectionRequest contains the explicit profile selection for one
+// resolved prompt comparison. It intentionally has no configured profile field.
+type ComparisonInspectionRequest struct {
+	Resolved   report.Resolved
+	ProfileIDs []string
+	Executor   promptexec.Executor
+	LookupEnv  func(string) (string, bool)
+}
+
+// ComparisonInspectionResult contains the safe, shared prompt identity and
+// ordered effective profile identities for a comparison.
+type ComparisonInspectionResult struct {
+	PromptID      string
+	PromptVersion string
+	PromptHash    string
+	Profiles      []ComparisonProfileInspection
+}
+
+// ComparisonProfileInspection contains one requested profile's safe effective
+// execution identity.
+type ComparisonProfileInspection struct {
+	ProfileID string
+	BackendID string
+	ModelName string
+}
+
+// InspectPromptExecution validates the exact prompt and profile needed for a
+// report before collection, execution, or durable writes begin.
+func InspectPromptExecution(ctx context.Context, req PromptInspectionRequest) (PromptInspectionResult, error) {
+	results, err := InspectPromptExecutions(ctx, PromptExecutionsInspectionRequest{
+		Resolved:  []report.Resolved{req.Resolved},
+		Executor:  req.Executor,
+		Promptkit: req.Promptkit,
+		LookupEnv: req.LookupEnv,
+	})
+	if err != nil {
+		return PromptInspectionResult{}, err
+	}
+	return results[req.Resolved.Definition.ID], nil
+}
+
+// InspectPromptExecutions validates exact prompt contracts and their unique
+// effective profiles. It performs no collection, execution, or durable write.
+func InspectPromptExecutions(ctx context.Context, req PromptExecutionsInspectionRequest) (map[report.ID]PromptInspectionResult, error) {
+	if req.Executor == nil {
+		return nil, promptexec.NewError(promptexec.InvalidConfiguration, "prompt executor is required", nil)
+	}
+	results := make(map[report.ID]PromptInspectionResult, len(req.Resolved))
+	profiles := map[string]promptexec.ProfileInspection{}
+	for _, resolved := range req.Resolved {
+		definition := resolved.Definition
+		inspection, err := inspectPromptContract(ctx, req.Executor, definition)
+		if err != nil {
+			return nil, err
+		}
+		profileID := req.Promptkit.Profile
+		if profileID == "" {
+			profileID = inspection.DefaultProfileID
+		}
+		if strings.TrimSpace(profileID) == "" {
+			return nil, promptexec.NewError(promptexec.InvalidConfiguration, "prompt has no execution profile", nil)
+		}
+		profile, ok := profiles[profileID]
+		if !ok {
+			profile, err = inspectPromptProfile(ctx, req.Executor, profileID, req.LookupEnv)
+			if err != nil {
+				return nil, err
+			}
+			profiles[profileID] = profile
+		}
+		results[definition.ID] = PromptInspectionResult{
+			PromptID: inspection.PromptID, PromptVersion: inspection.PromptVersion, PromptHash: inspection.PromptHash,
+			ProfileID: profile.ProfileID, BackendID: profile.BackendID, ModelName: profile.ModelName,
+		}
+	}
+	return results, nil
+}
+
+// InspectComparisonExecution validates one exact prompt and every explicitly
+// requested profile before collection or model execution. Profiles are
+// inspected sequentially in request order. If a profile fails, the returned
+// partial result retains the prompt identity and successfully inspected prefix.
+func InspectComparisonExecution(ctx context.Context, req ComparisonInspectionRequest) (ComparisonInspectionResult, error) {
+	if err := comparison.ValidateProfileIDs(req.ProfileIDs); err != nil {
+		return ComparisonInspectionResult{}, promptexec.NewError(promptexec.InvalidRequest, "comparison profile selection is invalid", err)
+	}
+	if req.Executor == nil {
+		return ComparisonInspectionResult{}, promptexec.NewError(promptexec.InvalidConfiguration, "prompt executor is required", nil)
+	}
+
+	inspection, err := inspectPromptContract(ctx, req.Executor, req.Resolved.Definition)
+	if err != nil {
+		return ComparisonInspectionResult{}, comparisonInspectionError("comparison prompt inspection failed", err)
+	}
+	result := ComparisonInspectionResult{
+		PromptID:      inspection.PromptID,
+		PromptVersion: inspection.PromptVersion,
+		PromptHash:    inspection.PromptHash,
+		Profiles:      make([]ComparisonProfileInspection, 0, len(req.ProfileIDs)),
+	}
+	for _, profileID := range req.ProfileIDs {
+		profile, err := inspectPromptProfile(ctx, req.Executor, profileID, req.LookupEnv)
+		if err != nil {
+			return result, comparisonInspectionError("comparison profile inspection failed", err)
+		}
+		result.Profiles = append(result.Profiles, ComparisonProfileInspection{
+			ProfileID: profile.ProfileID,
+			BackendID: profile.BackendID,
+			ModelName: profile.ModelName,
+		})
+	}
+	return result, nil
+}
+
+func inspectPromptContract(ctx context.Context, executor promptexec.Executor, definition report.Definition) (promptexec.PromptInspection, error) {
+	if strings.TrimSpace(definition.PromptID) == "" || strings.TrimSpace(definition.PromptVersion) == "" {
+		return promptexec.PromptInspection{}, promptexec.NewError(promptexec.InvalidConfiguration, "report prompt identity is incomplete", nil)
+	}
+	inspection, err := executor.InspectPrompt(ctx, definition.PromptID, definition.PromptVersion)
+	if err != nil {
+		return promptexec.PromptInspection{}, promptInspectionError("prompt inspection failed", err)
+	}
+	if inspection.PromptID != definition.PromptID || inspection.PromptVersion != definition.PromptVersion {
+		return promptexec.PromptInspection{}, promptexec.NewError(promptexec.InvalidConfiguration, "prompt inspection did not return the requested prompt version", nil)
+	}
+	if !validPromptInput(inspection.Inputs) {
+		return promptexec.PromptInspection{}, promptexec.NewError(promptexec.InvalidConfiguration, "prompt must declare exactly one required application/yaml data_package input", nil)
+	}
+	if !validPromptOutput(definition, inspection.Output) {
+		return promptexec.PromptInspection{}, promptexec.NewError(promptexec.InvalidConfiguration, "prompt must declare the report JSON Schema output contract", nil)
+	}
+	return inspection, nil
+}
+
+func inspectPromptProfile(ctx context.Context, executor promptexec.Executor, profileID string, lookupEnv func(string) (string, bool)) (promptexec.ProfileInspection, error) {
+	profile, err := executor.InspectProfile(ctx, profileID)
+	if err != nil {
+		return promptexec.ProfileInspection{}, promptInspectionError("profile inspection failed", err)
+	}
+	if profile.ProfileID != profileID {
+		return promptexec.ProfileInspection{}, promptexec.NewError(promptexec.InvalidConfiguration, "profile inspection did not return the selected profile", nil)
+	}
+	if profile.CredentialRequired {
+		return promptexec.ProfileInspection{}, promptexec.NewError(promptexec.MissingCredential, "selected profile requires an unsupported direct API key", nil)
+	}
+	if strings.TrimSpace(profile.APIKeyEnv) != "" {
+		if lookupEnv == nil {
+			lookupEnv = os.LookupEnv
+		}
+		value, present := lookupEnv(profile.APIKeyEnv)
+		if !present || strings.TrimSpace(value) == "" {
+			return promptexec.ProfileInspection{}, promptexec.NewError(promptexec.MissingCredential, "selected profile credential is unavailable", nil)
+		}
+	}
+	return profile, nil
+}
+
+func validPromptInput(inputs []promptexec.InputDefinition) bool {
+	return len(inputs) == 1 && inputs[0].Name == "data_package" && inputs[0].Required && inputs[0].ContentType == "application/yaml"
+}
+
+func validPromptOutput(definition report.Definition, output promptexec.OutputContract) bool {
+	return output.Format == "json" && output.ValidationMode == "json_schema" && output.SchemaPath == definition.GeneratedTextSchemaID+".generated_text.schema.json"
+}
+
+func promptInspectionError(operation string, err error) error {
+	if promptexec.CategoryOf(err) != "" {
+		return err
+	}
+	return promptexec.NewError(promptexec.InvalidConfiguration, operation, err)
+}
+
+func comparisonInspectionError(operation string, err error) error {
+	category := promptexec.CategoryOf(err)
+	if category == "" {
+		category = promptexec.InvalidConfiguration
+	}
+	return promptexec.NewError(category, operation, err)
+}

internal/app/prompt_inspection_test.go

@@ -0,0 +1,296 @@
+package app
+
+import (
+	"context"
+	"errors"
+	"reflect"
+	"strings"
+	"testing"
+	"time"
+
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/config"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/promptexec"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/report"
+)
+
+func TestInspectPromptExecutionSelectsDefaultAndOverrideProfiles(t *testing.T) {
+	resolved := inspectionResolved(t)
+	executor := &inspectionExecutor{
+		prompt: validPromptInspection(resolved.Definition),
+		profiles: map[string]promptexec.ProfileInspection{
+			"default-profile":  {ProfileID: "default-profile", BackendID: "local", ModelName: "default-model"},
+			"override-profile": {ProfileID: "override-profile", BackendID: "cloud", ModelName: "override-model"},
+		},
+	}
+	defaultResult, err := InspectPromptExecution(context.Background(), PromptInspectionRequest{Resolved: resolved, Executor: executor})
+	if err != nil {
+		t.Fatalf("InspectPromptExecution(default) error = %v", err)
+	}
+	if defaultResult.ProfileID != "default-profile" || defaultResult.ModelName != "default-model" {
+		t.Fatalf("default result = %#v", defaultResult)
+	}
+	overrideResult, err := InspectPromptExecution(context.Background(), PromptInspectionRequest{
+		Resolved: resolved, Executor: executor, Promptkit: config.PromptkitConfig{Profile: "override-profile"},
+	})
+	if err != nil {
+		t.Fatalf("InspectPromptExecution(override) error = %v", err)
+	}
+	if overrideResult.ProfileID != "override-profile" || overrideResult.ModelName != "override-model" {
+		t.Fatalf("override result = %#v", overrideResult)
+	}
+	if len(executor.promptRequests) != 2 || executor.promptRequests[0].version != resolved.Definition.PromptVersion || executor.profileRequests[0] != "default-profile" || executor.profileRequests[1] != "override-profile" {
+		t.Fatalf("inspection requests = prompts %#v profiles %#v", executor.promptRequests, executor.profileRequests)
+	}
+}
+
+func TestInspectPromptExecutionRejectsInvalidContractsAndCredentials(t *testing.T) {
+	resolved := inspectionResolved(t)
+	basePrompt := validPromptInspection(resolved.Definition)
+	tests := []struct {
+		name         string
+		prompt       promptexec.PromptInspection
+		profile      promptexec.ProfileInspection
+		lookupEnv    func(string) (string, bool)
+		wantCategory promptexec.ErrorCategory
+	}{
+		{
+			name: "extra input",
+			prompt: func() promptexec.PromptInspection {
+				value := basePrompt
+				value.Inputs = append(value.Inputs, promptexec.InputDefinition{Name: "unexpected"})
+				return value
+			}(),
+			wantCategory: promptexec.InvalidConfiguration,
+		},
+		{
+			name: "wrong schema",
+			prompt: func() promptexec.PromptInspection {
+				value := basePrompt
+				value.Output.SchemaPath = "unexpected.schema.json"
+				return value
+			}(),
+			wantCategory: promptexec.InvalidConfiguration,
+		},
+		{
+			name:         "direct key",
+			prompt:       basePrompt,
+			profile:      promptexec.ProfileInspection{ProfileID: "default-profile", CredentialRequired: true},
+			wantCategory: promptexec.MissingCredential,
+		},
+		{
+			name:         "missing environment credential",
+			prompt:       basePrompt,
+			profile:      promptexec.ProfileInspection{ProfileID: "default-profile", APIKeyEnv: "PROMPT_API_KEY"},
+			lookupEnv:    func(string) (string, bool) { return "", false },
+			wantCategory: promptexec.MissingCredential,
+		},
+	}
+	for _, test := range tests {
+		t.Run(test.name, func(t *testing.T) {
+			executor := &inspectionExecutor{prompt: test.prompt, profiles: map[string]promptexec.ProfileInspection{"default-profile": test.profile}}
+			_, err := InspectPromptExecution(context.Background(), PromptInspectionRequest{Resolved: resolved, Executor: executor, LookupEnv: test.lookupEnv})
+			if err == nil || promptexec.CategoryOf(err) != test.wantCategory {
+				t.Fatalf("error/category = %v/%q, want %q", err, promptexec.CategoryOf(err), test.wantCategory)
+			}
+		})
+	}
+}
+
+func TestInspectPromptExecutionReturnsSafeInspectionError(t *testing.T) {
+	resolved := inspectionResolved(t)
+	executor := &inspectionExecutor{promptErr: errors.New("provider response contains resolved-secret-value")}
+	_, err := InspectPromptExecution(context.Background(), PromptInspectionRequest{Resolved: resolved, Executor: executor})
+	if err == nil || promptexec.CategoryOf(err) != promptexec.InvalidConfiguration {
+		t.Fatalf("error/category = %v/%q", err, promptexec.CategoryOf(err))
+	}
+	if strings.Contains(err.Error(), "resolved-secret-value") {
+		t.Fatalf("inspection error leaks provider value: %v", err)
+	}
+}
+
+func TestInspectPromptExecutionsReusesEffectiveProfile(t *testing.T) {
+	first := inspectionResolved(t)
+	second := first
+	second.Definition.ID = report.Today
+	second.Definition.PromptID = "weather.today"
+	executor := &inspectionExecutor{
+		prompt: validPromptInspection(first.Definition),
+		profiles: map[string]promptexec.ProfileInspection{
+			"default-profile": {ProfileID: "default-profile", BackendID: "local", ModelName: "model"},
+		},
+	}
+	executor.prompts = map[string]promptexec.PromptInspection{
+		first.Definition.PromptID:  validPromptInspection(first.Definition),
+		second.Definition.PromptID: validPromptInspection(second.Definition),
+	}
+	results, err := InspectPromptExecutions(context.Background(), PromptExecutionsInspectionRequest{Resolved: []report.Resolved{first, second}, Executor: executor})
+	if err != nil {
+		t.Fatalf("InspectPromptExecutions() error = %v", err)
+	}
+	if len(results) != 2 || len(executor.profileRequests) != 1 {
+		t.Fatalf("results/profile requests = %#v/%#v, want two results and one profile inspection", results, executor.profileRequests)
+	}
+}
+
+func TestInspectComparisonExecutionPreservesOrderedExplicitProfiles(t *testing.T) {
+	resolved := inspectionResolved(t)
+	executor := &inspectionExecutor{
+		prompt: validPromptInspection(resolved.Definition),
+		profiles: map[string]promptexec.ProfileInspection{
+			"weather-light": {ProfileID: "weather-light", BackendID: "local", ModelName: "light-model"},
+			"weather-deep":  {ProfileID: "weather-deep", BackendID: "cloud", ModelName: "deep-model"},
+		},
+	}
+	profileIDs := []string{"weather-light", "weather-deep"}
+	result, err := InspectComparisonExecution(context.Background(), ComparisonInspectionRequest{
+		Resolved: resolved, ProfileIDs: profileIDs, Executor: executor,
+	})
+	if err != nil {
+		t.Fatalf("InspectComparisonExecution() error = %v", err)
+	}
+	if result.PromptID != resolved.Definition.PromptID || result.PromptVersion != resolved.Definition.PromptVersion || result.PromptHash != "prompt-hash" {
+		t.Fatalf("prompt result = %#v", result)
+	}
+	if !reflect.DeepEqual(executor.profileRequests, profileIDs) || len(executor.promptRequests) != 1 || executor.executeRequests != 0 {
+		t.Fatalf("prompt/profile/execute requests = %#v/%#v/%d", executor.promptRequests, executor.profileRequests, executor.executeRequests)
+	}
+	wantProfiles := []ComparisonProfileInspection{
+		{ProfileID: "weather-light", BackendID: "local", ModelName: "light-model"},
+		{ProfileID: "weather-deep", BackendID: "cloud", ModelName: "deep-model"},
+	}
+	if !reflect.DeepEqual(result.Profiles, wantProfiles) {
+		t.Fatalf("profiles = %#v, want %#v", result.Profiles, wantProfiles)
+	}
+}
+
+func TestInspectComparisonExecutionRejectsInvalidProfilesBeforeInspection(t *testing.T) {
+	resolved := inspectionResolved(t)
+	for _, profileIDs := range [][]string{
+		{"weather-light"},
+		{"weather-light", " \t"},
+		{"weather-light", "weather-light"},
+	} {
+		t.Run(strings.Join(profileIDs, ","), func(t *testing.T) {
+			executor := &inspectionExecutor{prompt: validPromptInspection(resolved.Definition)}
+			_, err := InspectComparisonExecution(context.Background(), ComparisonInspectionRequest{
+				Resolved: resolved, ProfileIDs: profileIDs, Executor: executor,
+			})
+			if err == nil || promptexec.CategoryOf(err) != promptexec.InvalidRequest {
+				t.Fatalf("error/category = %v/%q, want invalid request", err, promptexec.CategoryOf(err))
+			}
+			if len(executor.promptRequests) != 0 || len(executor.profileRequests) != 0 || executor.executeRequests != 0 {
+				t.Fatalf("invalid profile selection performed prompt/profile/execution work: %#v/%#v/%d", executor.promptRequests, executor.profileRequests, executor.executeRequests)
+			}
+		})
+	}
+}
+
+func TestInspectComparisonExecutionStopsAtFirstProfileFailure(t *testing.T) {
+	resolved := inspectionResolved(t)
+	executor := &inspectionExecutor{
+		prompt: validPromptInspection(resolved.Definition),
+		profiles: map[string]promptexec.ProfileInspection{
+			"weather-light": {ProfileID: "weather-light", BackendID: "local", ModelName: "light-model"},
+			"missing-key":   {ProfileID: "missing-key", APIKeyEnv: "PROMPT_API_KEY"},
+			"weather-deep":  {ProfileID: "weather-deep", BackendID: "cloud", ModelName: "deep-model"},
+		},
+	}
+	result, err := InspectComparisonExecution(context.Background(), ComparisonInspectionRequest{
+		Resolved: resolved, ProfileIDs: []string{"weather-light", "missing-key", "weather-deep"}, Executor: executor,
+		LookupEnv: func(string) (string, bool) { return "", false },
+	})
+	if err == nil || promptexec.CategoryOf(err) != promptexec.MissingCredential {
+		t.Fatalf("error/category = %v/%q, want missing credential", err, promptexec.CategoryOf(err))
+	}
+	if !reflect.DeepEqual(executor.profileRequests, []string{"weather-light", "missing-key"}) || len(executor.promptRequests) != 1 || executor.executeRequests != 0 {
+		t.Fatalf("prompt/profile/execute requests = %#v/%#v/%d", executor.promptRequests, executor.profileRequests, executor.executeRequests)
+	}
+	if result.PromptID != resolved.Definition.PromptID || result.PromptVersion != resolved.Definition.PromptVersion || result.PromptHash == "" || len(result.Profiles) != 1 || result.Profiles[0].ProfileID != "weather-light" {
+		t.Fatalf("partial inspection result = %#v", result)
+	}
+}
+
+func TestInspectComparisonExecutionStopsBeforeProfileInspectionWhenPromptFails(t *testing.T) {
+	resolved := inspectionResolved(t)
+	executor := &inspectionExecutor{promptErr: promptexec.NewError(promptexec.PromptNotFound, "prompt is unavailable", nil)}
+	_, err := InspectComparisonExecution(context.Background(), ComparisonInspectionRequest{
+		Resolved: resolved, ProfileIDs: []string{"weather-light", "weather-deep"}, Executor: executor,
+	})
+	if err == nil || promptexec.CategoryOf(err) != promptexec.PromptNotFound || !strings.Contains(err.Error(), "comparison prompt") {
+		t.Fatalf("error/category = %v/%q, want prompt-context prompt not found", err, promptexec.CategoryOf(err))
+	}
+	if len(executor.promptRequests) != 1 || len(executor.profileRequests) != 0 || executor.executeRequests != 0 {
+		t.Fatalf("prompt/profile/execute requests = %#v/%#v/%d", executor.promptRequests, executor.profileRequests, executor.executeRequests)
+	}
+}
+
+type inspectionPromptRequest struct {
+	id      string
+	version string
+}
+
+type inspectionExecutor struct {
+	prompt          promptexec.PromptInspection
+	prompts         map[string]promptexec.PromptInspection
+	profiles        map[string]promptexec.ProfileInspection
+	promptErr       error
+	promptRequests  []inspectionPromptRequest
+	profileRequests []string
+	executeRequests int
+}
+
+func (e *inspectionExecutor) InspectPrompt(_ context.Context, id string, version string) (promptexec.PromptInspection, error) {
+	e.promptRequests = append(e.promptRequests, inspectionPromptRequest{id: id, version: version})
+	if e.promptErr != nil {
+		return promptexec.PromptInspection{}, e.promptErr
+	}
+	if prompt, ok := e.prompts[id]; ok {
+		return prompt, nil
+	}
+	return e.prompt, nil
+}
+
+func (e *inspectionExecutor) InspectProfile(_ context.Context, id string) (promptexec.ProfileInspection, error) {
+	e.profileRequests = append(e.profileRequests, id)
+	value, ok := e.profiles[id]
+	if !ok {
+		return promptexec.ProfileInspection{}, errors.New("profile missing")
+	}
+	return value, nil
+}
+
+func (e *inspectionExecutor) Execute(context.Context, promptexec.ExecuteRequest, promptexec.PreparationCallback) (*promptexec.Execution, error) {
+	e.executeRequests++
+	return nil, errors.New("unexpected execution")
+}
+
+func inspectionResolved(t *testing.T) report.Resolved {
+	t.Helper()
+	resolved, err := report.DefaultRegistry().Resolve(report.Daily, report.ResolveRequest{
+		Now:      time.Date(2026, 5, 29, 12, 0, 0, 0, time.UTC),
+		Date:     time.Date(2026, 5, 29, 0, 0, 0, 0, time.UTC),
+		Location: time.UTC,
+	})
+	if err != nil {
+		t.Fatalf("Resolve() error = %v", err)
+	}
+	return resolved
+}
+
+func validPromptInspection(definition report.Definition) promptexec.PromptInspection {
+	return promptexec.PromptInspection{
+		PromptID: definition.PromptID, PromptVersion: definition.PromptVersion, PromptHash: "prompt-hash", DefaultProfileID: "default-profile",
+		Inputs: []promptexec.InputDefinition{{Name: "data_package", Required: true, ContentType: "application/yaml"}},
+		Output: promptexec.OutputContract{Format: "json", ValidationMode: "json_schema", SchemaPath: definition.GeneratedTextSchemaID + ".generated_text.schema.json"},
+	}
+}
+
+func logicalPromptInspection(definition report.Definition) promptexec.PromptInspection {
+	inspection := validPromptInspection(definition)
+	if definition.ID == report.Hourly {
+		inspection.DefaultProfileID = "weather-light"
+	} else {
+		inspection.DefaultProfileID = "weather-balanced"
+	}
+	return inspection
+}

internal/app/prompt_profile_integration_test.go

@@ -0,0 +1,73 @@
+package app_test
+
+import (
+	"context"
+	"os"
+	"path/filepath"
+	"testing"
+	"time"
+
+	promptkitadapter "gitea.maximumdirect.net/eric/weatherreporter/internal/adapters/promptkit"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/app"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/config"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/report"
+)
+
+func TestPromptInspectionResolvesEmbeddedAndOverriddenProfilesOffline(t *testing.T) {
+	lookupEnv := func(string) (string, bool) { return "test-key", true }
+	inspect := func(t *testing.T, adapter *promptkitadapter.Adapter, id report.ID, profile string, wantID string, wantBackend string, wantModel string) {
+		t.Helper()
+		result, err := app.InspectPromptExecution(context.Background(), app.PromptInspectionRequest{
+			Resolved:  resolvedPromptProfile(t, id),
+			Executor:  adapter,
+			Promptkit: config.PromptkitConfig{Profile: profile},
+			LookupEnv: lookupEnv,
+		})
+		if err != nil {
+			t.Fatalf("InspectPromptExecution() error = %v", err)
+		}
+		if result.ProfileID != wantID || result.BackendID != wantBackend || result.ModelName != wantModel {
+			t.Fatalf("inspection = %#v, want profile/backend/model %q/%q/%q", result, wantID, wantBackend, wantModel)
+		}
+	}
+
+	embedded, err := promptkitadapter.New(promptkitadapter.Config{})
+	if err != nil {
+		t.Fatalf("New(embedded) error = %v", err)
+	}
+	inspect(t, embedded, report.Hourly, "", "weather-light", "openrouter", "deepseek/deepseek-v4-flash")
+	inspect(t, embedded, report.Daily, "", "weather-balanced", "openrouter", "~google/gemini-flash-latest")
+	inspect(t, embedded, report.Daily, "weather-deep", "weather-deep", "openrouter", "~anthropic/claude-sonnet-latest")
+
+	override, err := promptkitadapter.New(promptkitadapter.Config{ProfileFile: writeProfileFile(t, `id: weather-light
+endpoint: https://local.example/v1
+model: local-weather
+`)})
+	if err != nil {
+		t.Fatalf("New(override) error = %v", err)
+	}
+	inspect(t, override, report.Hourly, "", "weather-light", "", "local-weather")
+}
+
+func resolvedPromptProfile(t *testing.T, id report.ID) report.Resolved {
+	t.Helper()
+	now := time.Date(2026, 5, 29, 12, 0, 0, 0, time.UTC)
+	request := report.ResolveRequest{Now: now, Location: time.UTC}
+	if id == report.Daily {
+		request.Date = now
+	}
+	resolved, err := report.DefaultRegistry().Resolve(id, request)
+	if err != nil {
+		t.Fatalf("Resolve(%q) error = %v", id, err)
+	}
+	return resolved
+}
+
+func writeProfileFile(t *testing.T, profile string) string {
+	t.Helper()
+	path := filepath.Join(t.TempDir(), "profile.yml")
+	if err := os.WriteFile(path, []byte(profile), 0o600); err != nil {
+		t.Fatalf("write profile: %v", err)
+	}
+	return path
+}

internal/app/test_helpers_test.go

@@ -0,0 +1,21 @@
+package app
+
+import (
+	"testing"
+	"time"
+)
+
+func mustParse(value string) time.Time {
+	parsed, err := time.Parse(time.RFC3339, value)
+	if err != nil {
+		panic(err)
+	}
+	return parsed
+}
+
+func requireNoError(t *testing.T, err error) {
+	t.Helper()
+	if err != nil {
+		t.Fatal(err)
+	}
+}

internal/briefing/alert_digest_module.go

@@ -0,0 +1,68 @@
+package briefing
+
+import (
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/facts"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/forecast"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/module"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/weatherdata"
+)
+
+type AlertDigestModule struct {
+	Checked       bool           `json:"checked"`
+	ActiveCount   int            `json:"active_count"`
+	RelevantCount int            `json:"relevant_count"`
+	Missing       bool           `json:"missing,omitempty"`
+	Relevant      []AlertSummary `json:"relevant,omitempty"`
+}
+
+type AlertSummary struct {
+	Event        string `json:"event,omitempty"`
+	Headline     string `json:"headline,omitempty"`
+	Severity     string `json:"severity,omitempty"`
+	PeriodBegins string `json:"period_begins,omitempty"`
+	PeriodEnds   string `json:"period_ends,omitempty"`
+	Instruction  string `json:"instruction,omitempty"`
+	Description  string `json:"description,omitempty"`
+}
+
+func buildAlertDigestModule(ctx ModuleContext, _ any) (*module.Output, error) {
+	value := alertDigest(ctx.Collected, ctx.Derived.AlertOverlaps, ctx.Timezone)
+	if value == nil {
+		value = &AlertDigestModule{}
+	}
+	return &module.Output{ID: module.AlertDigest, StanzaName: "alert_digest", Value: *value}, nil
+}
+
+func alertDigest(collected facts.CollectedFacts, overlaps []forecast.AlertOverlap, timezone string) *AlertDigestModule {
+	missing := sourceMissing(collected.SourceProvenance, "alerts")
+	if collected.Alerts == nil && !missing {
+		return nil
+	}
+	value := &AlertDigestModule{Missing: missing}
+	if collected.Alerts != nil {
+		value.Checked = true
+		value.ActiveCount = len(collected.Alerts.Alerts)
+	}
+	value.RelevantCount = len(overlaps)
+	for _, overlap := range overlaps {
+		value.Relevant = append(value.Relevant, AlertSummary{
+			Event:        overlap.Event,
+			Headline:     overlap.Headline,
+			Severity:     overlap.Severity,
+			PeriodBegins: friendlyMonthDayTimeLabel(overlap.Period.Start, timezone),
+			PeriodEnds:   friendlyMonthDayTimeLabel(overlap.Period.End, timezone),
+			Instruction:  overlap.Instruction,
+			Description:  overlap.Description,
+		})
+	}
+	return value
+}
+
+func sourceMissing(sources []weatherdata.Source, name string) bool {
+	for _, source := range sources {
+		if source.Name == name && source.Missing {
+			return true
+		}
+	}
+	return false
+}

internal/briefing/area_forecast_discussion_module.go

@@ -0,0 +1,67 @@
+package briefing
+
+import (
+	"fmt"
+
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/module"
+)
+
+type AreaForecastDiscussionModule struct {
+	Product     string   `json:"product,omitempty"`
+	KeyMessages []string `json:"key_messages,omitempty"`
+	ShortTerm   string   `json:"short_term,omitempty"`
+	LongTerm    string   `json:"long_term,omitempty"`
+}
+
+func buildAreaForecastDiscussionModule(ctx ModuleContext, options any) (*module.Output, error) {
+	discussion := ctx.Collected.Discussion
+	if discussion == nil {
+		return nil, nil
+	}
+	opts, ok := options.(module.AreaForecastDiscussionOptions)
+	if !ok {
+		return nil, fmt.Errorf("area forecast discussion options have type %T", options)
+	}
+	sections, err := areaForecastDiscussionSections(opts)
+	if err != nil {
+		return nil, err
+	}
+	value := AreaForecastDiscussionModule{}
+	if sections["product"] {
+		value.Product = discussion.Product
+	}
+	if sections["key_messages"] {
+		value.KeyMessages = append([]string(nil), discussion.KeyMessages...)
+	}
+	if sections["short_term"] && discussion.ShortTerm != nil {
+		value.ShortTerm = discussion.ShortTerm.Text
+	}
+	if sections["long_term"] && discussion.LongTerm != nil {
+		value.LongTerm = discussion.LongTerm.Text
+	}
+	if value.Product == "" && len(value.KeyMessages) == 0 && value.ShortTerm == "" && value.LongTerm == "" {
+		return nil, nil
+	}
+	return &module.Output{ID: module.AreaForecastDiscussion, StanzaName: "area_forecast_discussion", Value: value}, nil
+}
+
+func areaForecastDiscussionSections(options module.AreaForecastDiscussionOptions) (map[string]bool, error) {
+	if len(options.Sections) == 0 {
+		return map[string]bool{
+			"product":      true,
+			"key_messages": true,
+			"short_term":   true,
+			"long_term":    true,
+		}, nil
+	}
+	sections := map[string]bool{}
+	for _, section := range options.Sections {
+		switch section {
+		case "product", "key_messages", "short_term", "long_term":
+			sections[section] = true
+		default:
+			return nil, fmt.Errorf("area forecast discussion section %q is not supported", section)
+		}
+	}
+	return sections, nil
+}

internal/briefing/assets/spc_convective_outlook_definitions.json

@@ -0,0 +1,72 @@
+{
+  "categorical:TSTM": {
+    "plain_language": "General or non-severe thunderstorms.",
+    "official_description": "No severe thunderstorms expected.",
+    "relative_level": "0 of 5"
+  },
+  "categorical:MRGL": {
+    "plain_language": "Isolated severe storms possible.",
+    "official_description": "Isolated severe storms may occur within the risk area, but they are expected to be limited in duration, coverage, and intensity.",
+    "relative_level": "1 of 5"
+  },
+  "categorical:SLGT": {
+    "plain_language": "Scattered severe storms possible.",
+    "official_description": "Isolated intense storms are possible within the risk area, but severe weather is generally expected to be short-lived and/or not widespread.",
+    "relative_level": "2 of 5"
+  },
+  "categorical:ENH": {
+    "plain_language": "Numerous severe storms possible.",
+    "official_description": "Numerous severe storms are possible within the risk area, some of which may be intense.",
+    "relative_level": "3 of 5"
+  },
+  "categorical:MDT": {
+    "plain_language": "Widespread severe storms likely.",
+    "official_description": "Widespread severe storms are likely within the risk area. Storms may be long-lived, widespread, and intense. This risk is usually reserved for days with several supercells producing intense tornadoes and/or very large hail, or an intense squall line with widespread damaging winds.",
+    "relative_level": "4 of 5"
+  },
+  "categorical:HIGH": {
+    "plain_language": "Major severe outbreak expected.",
+    "official_description": "A major severe weather outbreak is expected, with long-lived, very widespread, and particularly intense severe storms. This risk is reserved for when high confidence exists in widespread coverage of severe weather with embedded instances of extreme severity (i.e., violent tornadoes or very damaging convective wind events).",
+    "relative_level": "5 of 5"
+  },
+  "tornado:CIG1": {
+    "plain_language": "Conditional potential for significant tornadoes.",
+    "official_description": "Intensity Level 1: Reasonable Max EF2. Note that this product describes the reasonable maximum intensity of a hazard if that hazard occurs. It does not by itself indicate the probability that the hazard will occur.",
+    "relative_level": "1 of 3"
+  },
+  "tornado:CIG2": {
+    "plain_language": "Conditional potential for strong tornadoes.",
+    "official_description": "Intensity Level 2: Reasonable Max EF3. Note that this product describes the reasonable maximum intensity of a hazard if that hazard occurs. It does not by itself indicate the probability that the hazard will occur.",
+    "relative_level": "2 of 3"
+  },
+  "tornado:CIG3": {
+    "plain_language": "Conditional potential for violent tornadoes.",
+    "official_description": "Intensity Level 3: Reasonable Max EF4 or higher. Note that this product describes the reasonable maximum intensity of a hazard if that hazard occurs. It does not by itself indicate the probability that the hazard will occur.",
+    "relative_level": "3 of 3"
+  },
+  "wind:CIG1": {
+    "plain_language": "Conditional potential for significant severe wind.",
+    "official_description": "Intensity Level 1: Reasonable Max wind gusts around 65 kt / 75 mph or higher. Note that this product describes the reasonable maximum intensity of a hazard if that hazard occurs. It does not by itself indicate the probability that the hazard will occur.",
+    "relative_level": "1 of 3"
+  },
+  "wind:CIG2": {
+    "plain_language": "Conditional potential for intense severe wind.",
+    "official_description": "Intensity Level 2: Reasonable Max wind gusts around 75 kt / 85 mph or higher. Note that this product describes the reasonable maximum intensity of a hazard if that hazard occurs. It does not by itself indicate the probability that the hazard will occur.",
+    "relative_level": "2 of 3"
+  },
+  "wind:CIG3": {
+    "plain_language": "Conditional potential for extreme severe wind.",
+    "official_description": "Intensity Level 3: Reasonable Max wind gusts around 100 kt / 115 mph or higher. Note that this product describes the reasonable maximum intensity of a hazard if that hazard occurs. It does not by itself indicate the probability that the hazard will occur.",
+    "relative_level": "3 of 3"
+  },
+  "hail:CIG1": {
+    "plain_language": "Conditional potential for significant hail.",
+    "official_description": "Intensity Level 1: Reasonable Max hail size around 2.00 to 3.75 inches. Note that this product describes the reasonable maximum intensity of a hazard if that hazard occurs. It does not by itself indicate the probability that the hazard will occur.",
+    "relative_level": "1 of 2"
+  },
+  "hail:CIG2": {
+    "plain_language": "Conditional potential for giant hail.",
+    "official_description": "Intensity Level 2: Reasonable Max hail size greater than 3.75 inches. Note that this product describes the reasonable maximum intensity of a hazard if that hazard occurs. It does not by itself indicate the probability that the hazard will occur.",
+    "relative_level": "2 of 2"
+  }
+}

internal/briefing/base_modules_test.go

@@ -0,0 +1,735 @@
+package briefing
+
+import (
+	"encoding/json"
+	"strings"
+	"testing"
+	"time"
+
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/facts"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/forecast"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/module"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/report"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/timeutil"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/weatherdata"
+)
+
+func TestBaseModulesBuildAvailableSourceOutputs(t *testing.T) {
+	registry := MustDefaultModuleRegistry()
+	ctx := testModuleContext()
+
+	tests := []struct {
+		id     module.ID
+		stanza string
+	}{
+		{id: module.Metadata, stanza: "metadata"},
+		{id: module.CurrentConditions, stanza: "current_conditions"},
+		{id: module.NarrativeForecast, stanza: "narrative_forecast"},
+		{id: module.HourlyForecast, stanza: "hourly_forecast"},
+		{id: module.AlertDigest, stanza: "alert_digest"},
+		{id: module.AreaForecastDiscussion, stanza: "area_forecast_discussion"},
+		{id: module.WeatherStory, stanza: "weather_story"},
+	}
+	for _, tt := range tests {
+		t.Run(string(tt.id), func(t *testing.T) {
+			output, err := registry.BuildModule(ctx, module.ConfigItem{ID: tt.id})
+			if err != nil {
+				t.Fatalf("BuildModule() error = %v", err)
+			}
+			if output == nil {
+				t.Fatal("BuildModule() output = nil, want stanza")
+			}
+			if output.ID != tt.id || output.StanzaName != tt.stanza {
+				t.Fatalf("output = %#v, want id %q stanza %q", output, tt.id, tt.stanza)
+			}
+		})
+	}
+}
+
+func TestHourlyForecastModuleUsesValidPeriodHourlyPeriods(t *testing.T) {
+	registry := MustDefaultModuleRegistry()
+	ctx := testModuleContext()
+
+	output, err := registry.BuildModule(ctx, module.ConfigItem{ID: module.HourlyForecast})
+	if err != nil {
+		t.Fatalf("BuildModule() error = %v", err)
+	}
+	value := moduleValue[HourlyForecastModule](t, output)
+	if value.Product != "hourly" || value.SourceLocationID != "test-grid" || len(value.Periods) != 1 {
+		t.Fatalf("HourlyForecast = %#v, want hourly metadata and one valid-period period", value)
+	}
+	period := value.Periods[0]
+	if period.HourLabel != "8:00 AM" || period.TextDescription != "Showers likely." || period.TextDescriptionLower != "showers likely." || period.TemperatureF == nil || *period.TemperatureF != 76 {
+		t.Fatalf("HourlyForecast period = %#v, want hourly period facts", period)
+	}
+	if period.PeriodBegins != "2026-05-29 at 8:00 AM" || period.PeriodEnds != "2026-05-29 at 9:00 AM" {
+		t.Fatalf("HourlyForecast period times = %q/%q, want friendly local time labels", period.PeriodBegins, period.PeriodEnds)
+	}
+	if period.WindDirection != "S" || period.ProbabilityOfPrecipitationPercent == nil || *period.ProbabilityOfPrecipitationPercent != 70 {
+		t.Fatalf("HourlyForecast period = %#v, want compass wind and precip chance", period)
+	}
+	if !period.MentionPrecipitation {
+		t.Fatalf("MentionPrecipitation = false, want true for default threshold")
+	}
+	data, err := json.Marshal(output.Value)
+	if err != nil {
+		t.Fatalf("Marshal hourly forecast: %v", err)
+	}
+	jsonText := string(data)
+	for _, field := range []string{"source_location_id", "hour_label", "period_begins", "period_ends", "text_description", "text_description_lower", "temperature_f", "wind_direction", "probability_of_precipitation_percent", "mention_precipitation", "relative_humidity_percent"} {
+		if !strings.Contains(jsonText, field) {
+			t.Fatalf("hourly json = %s, want field %s", jsonText, field)
+		}
+	}
+	if strings.Contains(jsonText, "wind_direction_degrees") || strings.Contains(jsonText, "Tomorrow") {
+		t.Fatalf("hourly json = %s, want valid-period prompt fields only", jsonText)
+	}
+	if strings.Contains(jsonText, `"start_time"`) || strings.Contains(jsonText, `"end_time"`) {
+		t.Fatalf("hourly json = %s, want period_begins/period_ends instead of start_time/end_time", jsonText)
+	}
+}
+
+func TestHourlyForecastPromptExportOmitsTemplateHelpers(t *testing.T) {
+	registry := MustDefaultModuleRegistry()
+	ctx := testModuleContext()
+
+	output, err := registry.BuildModule(ctx, module.ConfigItem{ID: module.HourlyForecast})
+	if err != nil {
+		t.Fatalf("BuildModule() error = %v", err)
+	}
+	richText := mustMarshalModuleJSON(t, output.Value)
+	for _, field := range []string{"hour_label", "text_description_lower", "mention_precipitation"} {
+		if !strings.Contains(richText, field) {
+			t.Fatalf("rich hourly json = %s, want helper field %s", richText, field)
+		}
+	}
+
+	prompt := moduleDataPackageValue[HourlyForecastPromptExport](t, output)
+	if prompt.Product != "hourly" || prompt.SourceLocationID != "test-grid" || len(prompt.Periods) != 1 {
+		t.Fatalf("hourly prompt export = %#v, want hourly metadata and one period", prompt)
+	}
+	period := prompt.Periods[0]
+	if period.PeriodBegins != "2026-05-29 at 8:00 AM" || period.PeriodEnds != "2026-05-29 at 9:00 AM" || period.TextDescription != "Showers likely." {
+		t.Fatalf("hourly prompt period = %#v, want factual period fields", period)
+	}
+	if period.TemperatureF == nil || *period.TemperatureF != 76 || period.WindSpeedMph == nil || *period.WindSpeedMph != 14 || period.ProbabilityOfPrecipitationPercent == nil || *period.ProbabilityOfPrecipitationPercent != 70 {
+		t.Fatalf("hourly prompt period = %#v, want temperature, wind, and precip fields", period)
+	}
+	if period.WindDirection != "S" || period.RelativeHumidityPercent == nil || *period.RelativeHumidityPercent != 66 {
+		t.Fatalf("hourly prompt period = %#v, want wind direction and humidity", period)
+	}
+	promptText := mustMarshalModuleJSON(t, output.DataPackageValue())
+	for _, field := range []string{"period_begins", "period_ends", "text_description", "temperature_f", "wind_direction", "probability_of_precipitation_percent", "relative_humidity_percent"} {
+		if !strings.Contains(promptText, field) {
+			t.Fatalf("hourly prompt json = %s, want field %s", promptText, field)
+		}
+	}
+	for _, field := range []string{"hour_label", "text_description_lower", "mention_precipitation"} {
+		if strings.Contains(promptText, field) {
+			t.Fatalf("hourly prompt json = %s, want omitted helper field %s", promptText, field)
+		}
+	}
+}
+
+func TestHourlyForecastPrecipMentionThreshold(t *testing.T) {
+	periods := []weatherdata.ForecastPeriod{
+		{StartTime: mustParseModuleTime("2026-05-29T08:00:00-05:00"), ProbabilityOfPrecipitationPercent: floatPtr(19)},
+		{StartTime: mustParseModuleTime("2026-05-29T09:00:00-05:00"), ProbabilityOfPrecipitationPercent: floatPtr(20)},
+		{StartTime: mustParseModuleTime("2026-05-29T10:00:00-05:00")},
+	}
+	value := hourlyForecastPeriodsWithPrecipMentionThreshold(periods, "America/Chicago", DefaultHourlyForecastPrecipMentionProbabilityThreshold)
+	if len(value) != 3 {
+		t.Fatalf("periods length = %d, want 3", len(value))
+	}
+	if value[0].MentionPrecipitation {
+		t.Fatalf("19%% MentionPrecipitation = true, want false")
+	}
+	if !value[1].MentionPrecipitation {
+		t.Fatalf("20%% MentionPrecipitation = false, want true")
+	}
+	if value[2].MentionPrecipitation {
+		t.Fatalf("nil MentionPrecipitation = true, want false")
+	}
+}
+
+func TestHourlyForecastModuleRejectsUnsupportedReports(t *testing.T) {
+	registry := MustDefaultModuleRegistry()
+	ctx := testModuleContext()
+	ctx.Resolved.Definition = report.Definition{ID: report.ID("unsupported")}
+
+	_, err := registry.BuildModule(ctx, module.ConfigItem{ID: module.HourlyForecast})
+	if err == nil || !strings.Contains(err.Error(), `module "hourly_forecast" is not compatible with report "unsupported"`) {
+		t.Fatalf("BuildModule() error = %v, want incompatible report", err)
+	}
+}
+
+func TestHourlyForecastModuleBuildsForHourly(t *testing.T) {
+	registry := MustDefaultModuleRegistry()
+	ctx := testModuleContext()
+	ctx.Resolved.Definition = report.DefaultRegistry().MustLookup(report.Hourly)
+
+	output, err := registry.BuildModule(ctx, module.ConfigItem{ID: module.HourlyForecast})
+	if err != nil {
+		t.Fatalf("BuildModule() error = %v", err)
+	}
+	value := moduleValue[HourlyForecastModule](t, output)
+	if len(value.Periods) != 1 || value.Periods[0].TextDescription != "Showers likely." {
+		t.Fatalf("HourlyForecast = %#v, want hourly report period", value)
+	}
+}
+
+func TestNarrativeForecastModuleUsesValidPeriodNarrativePeriods(t *testing.T) {
+	registry := MustDefaultModuleRegistry()
+	ctx := testModuleContext()
+
+	output, err := registry.BuildModule(ctx, module.ConfigItem{ID: module.NarrativeForecast})
+	if err != nil {
+		t.Fatalf("BuildModule() error = %v", err)
+	}
+	value := moduleValue[NarrativeForecastModule](t, output)
+	if value.Product != "narrative" || value.SourceLocationID != "test-grid" || len(value.Periods) != 1 {
+		t.Fatalf("NarrativeForecast = %#v, want narrative metadata and one valid-period period", value)
+	}
+	period := value.Periods[0]
+	if period.Name != "Today" || period.TextDescription != "Morning storms, then partly sunny." {
+		t.Fatalf("NarrativeForecast period = %#v, want Today narrative", period)
+	}
+	if period.PeriodBegins != "2026-05-29 at 6:00 AM" || period.PeriodEnds != "2026-05-29 at 6:00 PM" {
+		t.Fatalf("NarrativeForecast period times = %q/%q, want friendly local time labels", period.PeriodBegins, period.PeriodEnds)
+	}
+	if period.IsDay == nil || !*period.IsDay || period.TemperatureF == nil || *period.TemperatureF != 81 || period.ProbabilityOfPrecipitationPercent == nil || *period.ProbabilityOfPrecipitationPercent != 60 {
+		t.Fatalf("NarrativeForecast period = %#v, want day, temperature, and precip values", period)
+	}
+	if period.WindDirection != "NE" {
+		t.Fatalf("NarrativeForecast period wind direction = %q, want NE", period.WindDirection)
+	}
+	data, err := json.Marshal(output.Value)
+	if err != nil {
+		t.Fatalf("Marshal narrative forecast: %v", err)
+	}
+	jsonText := string(data)
+	for _, field := range []string{"source_location_id", "period_begins", "period_ends", "text_description", "temperature_f", "wind_speed_mph", "wind_direction", "probability_of_precipitation_percent"} {
+		if !strings.Contains(jsonText, field) {
+			t.Fatalf("narrative json = %s, want field %s", jsonText, field)
+		}
+	}
+	if strings.Contains(jsonText, "wind_direction_degrees") {
+		t.Fatalf("narrative json = %s, want compass wind_direction without degrees field", jsonText)
+	}
+	if strings.Contains(jsonText, `"start_time"`) || strings.Contains(jsonText, `"end_time"`) {
+		t.Fatalf("narrative json = %s, want period_begins/period_ends instead of start_time/end_time", jsonText)
+	}
+	if strings.Contains(jsonText, "Tomorrow night") {
+		t.Fatalf("narrative json = %s, want only valid-period narrative periods", jsonText)
+	}
+}
+
+func TestNarrativeForecastModuleRejectsUnsupportedReports(t *testing.T) {
+	registry := MustDefaultModuleRegistry()
+	ctx := testModuleContext()
+	ctx.Resolved.Definition = report.Definition{ID: report.ID("unsupported")}
+
+	_, err := registry.BuildModule(ctx, module.ConfigItem{ID: module.NarrativeForecast})
+	if err == nil || !strings.Contains(err.Error(), `module "narrative_forecast" is not compatible with report "unsupported"`) {
+		t.Fatalf("BuildModule() error = %v, want incompatible report", err)
+	}
+}
+
+func TestMetadataModuleUsesPromptSafeSourceWarningSummary(t *testing.T) {
+	registry := MustDefaultModuleRegistry()
+	ctx := testModuleContext()
+
+	output, err := registry.BuildModule(ctx, module.ConfigItem{ID: module.Metadata})
+	if err != nil {
+		t.Fatalf("BuildModule() error = %v", err)
+	}
+	value := moduleValue[MetadataModule](t, output)
+	if value.RunID == "" || value.ReportID != report.Daily || value.PromptID != "weather.daily_generated_text" {
+		t.Fatalf("metadata = %#v, want report identity", value)
+	}
+	if value.Location == nil || value.Location.Name != "Brentwood" {
+		t.Fatalf("Location = %#v, want configured location", value.Location)
+	}
+	if len(value.SourceWarnings) != 1 || value.SourceWarnings[0].CompletenessImpact != "source omitted" {
+		t.Fatalf("SourceWarnings = %#v, want warning summary", value.SourceWarnings)
+	}
+	data, err := json.Marshal(output.Value)
+	if err != nil {
+		t.Fatalf("Marshal metadata: %v", err)
+	}
+	jsonText := string(data)
+	if !strings.Contains(jsonText, "source_warnings") || strings.Contains(jsonText, "endpoint") || strings.Contains(jsonText, "dataSha256") {
+		t.Fatalf("metadata json = %s, want source warning summary without transport provenance", jsonText)
+	}
+	if strings.Contains(jsonText, `"alerts"`) {
+		t.Fatalf("metadata json = %s, want alert details only in alert_digest", jsonText)
+	}
+}
+
+func TestCurrentConditionsModuleUsesSnakeCaseUnitFields(t *testing.T) {
+	registry := MustDefaultModuleRegistry()
+	ctx := testModuleContext()
+
+	output, err := registry.BuildModule(ctx, module.ConfigItem{ID: module.CurrentConditions})
+	if err != nil {
+		t.Fatalf("BuildModule() error = %v", err)
+	}
+	value := moduleValue[CurrentConditionsModule](t, output)
+	if value.ConditionText != "Partly cloudy" || value.ConditionTextLower != "partly cloudy" || value.TemperatureF == nil || *value.TemperatureF != 74 {
+		t.Fatalf("CurrentConditions = %#v, want rounded current condition facts", value)
+	}
+	if value.ApparentTemperatureF == nil || *value.ApparentTemperatureF != 76 || value.RelativeHumidityPercent == nil || *value.RelativeHumidityPercent != 71 || value.WindSpeedMph == nil || *value.WindSpeedMph != 8 {
+		t.Fatalf("CurrentConditions rounded values = %#v, want apparent 76, humidity 71, wind 8", value)
+	}
+	if value.WindDirection != "S" {
+		t.Fatalf("WindDirection = %q, want S", value.WindDirection)
+	}
+	if value.WindDirectionText != "south" {
+		t.Fatalf("WindDirectionText = %q, want south", value.WindDirectionText)
+	}
+	data, err := json.Marshal(output.Value)
+	if err != nil {
+		t.Fatalf("Marshal current conditions: %v", err)
+	}
+	jsonText := string(data)
+	for _, field := range []string{"condition_text", "condition_text_lower", "temperature_f", "apparent_temperature_f", "relative_humidity_percent", "wind_speed_mph", "wind_direction", "wind_direction_text"} {
+		if !strings.Contains(jsonText, field) {
+			t.Fatalf("current json = %s, want field %s", jsonText, field)
+		}
+	}
+	if strings.Contains(jsonText, "wind_direction_degrees") {
+		t.Fatalf("current json = %s, want compass wind_direction without degrees field", jsonText)
+	}
+}
+
+func TestCurrentConditionsPromptExportOmitsTemplateHelpers(t *testing.T) {
+	registry := MustDefaultModuleRegistry()
+	ctx := testModuleContext()
+
+	output, err := registry.BuildModule(ctx, module.ConfigItem{ID: module.CurrentConditions})
+	if err != nil {
+		t.Fatalf("BuildModule() error = %v", err)
+	}
+	richText := mustMarshalModuleJSON(t, output.Value)
+	for _, field := range []string{"condition_text_lower", "wind_direction_text"} {
+		if !strings.Contains(richText, field) {
+			t.Fatalf("rich current conditions json = %s, want helper field %s", richText, field)
+		}
+	}
+
+	prompt := moduleDataPackageValue[CurrentConditionsPromptExport](t, output)
+	if prompt.ConditionText != "Partly cloudy" || prompt.TemperatureF == nil || *prompt.TemperatureF != 74 {
+		t.Fatalf("current prompt export = %#v, want condition text and temperature", prompt)
+	}
+	if prompt.ApparentTemperatureF == nil || *prompt.ApparentTemperatureF != 76 || prompt.RelativeHumidityPercent == nil || *prompt.RelativeHumidityPercent != 71 || prompt.WindSpeedMph == nil || *prompt.WindSpeedMph != 8 {
+		t.Fatalf("current prompt export = %#v, want apparent temperature, humidity, and wind speed", prompt)
+	}
+	if prompt.WindDirection != "S" {
+		t.Fatalf("current prompt wind direction = %q, want S", prompt.WindDirection)
+	}
+	promptText := mustMarshalModuleJSON(t, output.DataPackageValue())
+	for _, field := range []string{"condition_text", "temperature_f", "apparent_temperature_f", "relative_humidity_percent", "wind_speed_mph", "wind_direction"} {
+		if !strings.Contains(promptText, field) {
+			t.Fatalf("current prompt json = %s, want field %s", promptText, field)
+		}
+	}
+	for _, field := range []string{"condition_text_lower", "wind_direction_text"} {
+		if strings.Contains(promptText, field) {
+			t.Fatalf("current prompt json = %s, want omitted helper field %s", promptText, field)
+		}
+	}
+}
+
+func TestAlertDigestDistinguishesCheckedEmptyAndMissing(t *testing.T) {
+	registry := MustDefaultModuleRegistry()
+	ctx := testModuleContext()
+	ctx.Collected.Alerts = &weatherdata.AlertRun{}
+	ctx.Derived.AlertOverlaps = nil
+
+	output, err := registry.BuildModule(ctx, module.ConfigItem{ID: module.AlertDigest})
+	if err != nil {
+		t.Fatalf("BuildModule(checked empty) error = %v", err)
+	}
+	checked := moduleValue[AlertDigestModule](t, output)
+	if !checked.Checked || checked.ActiveCount != 0 || checked.RelevantCount != 0 || checked.Missing {
+		t.Fatalf("checked empty alert digest = %#v, want checked/no active", checked)
+	}
+
+	ctx.Collected.Alerts = nil
+	ctx.Collected.SourceProvenance = []weatherdata.Source{{Name: "alerts", Missing: true}}
+	output, err = registry.BuildModule(ctx, module.ConfigItem{ID: module.AlertDigest})
+	if err != nil {
+		t.Fatalf("BuildModule(missing) error = %v", err)
+	}
+	missing := moduleValue[AlertDigestModule](t, output)
+	if missing.Checked || !missing.Missing {
+		t.Fatalf("missing alert digest = %#v, want missing unchecked source", missing)
+	}
+}
+
+func TestAlertDigestIncludesPeriodAndGuidance(t *testing.T) {
+	registry := MustDefaultModuleRegistry()
+	ctx := testModuleContext()
+	ctx.Collected.Alerts = &weatherdata.AlertRun{Alerts: []json.RawMessage{json.RawMessage(`{"event":"Wind Advisory"}`)}}
+	ctx.Derived.AlertOverlaps = []forecast.AlertOverlap{{
+		Event:       "Wind Advisory",
+		Headline:    "Wind Advisory until 8 PM",
+		Severity:    "Moderate",
+		Period:      timeutil.Period{Start: mustParseModuleTime("2026-06-17T18:00:00Z"), End: mustParseModuleTime("2026-06-18T01:00:00Z")},
+		Instruction: "Secure outdoor objects.",
+		Description: "Gusty winds may blow around unsecured objects.",
+	}}
+
+	output, err := registry.BuildModule(ctx, module.ConfigItem{ID: module.AlertDigest})
+	if err != nil {
+		t.Fatalf("BuildModule(alert digest) error = %v", err)
+	}
+	value := moduleValue[AlertDigestModule](t, output)
+	if len(value.Relevant) != 1 {
+		t.Fatalf("Relevant length = %d, want 1", len(value.Relevant))
+	}
+	alert := value.Relevant[0]
+	if alert.Event != "Wind Advisory" || alert.Headline != "Wind Advisory until 8 PM" || alert.Severity != "Moderate" {
+		t.Fatalf("alert identity = %#v, want preserved event/headline/severity", alert)
+	}
+	if alert.PeriodBegins != "June 17 at 1:00 PM" || alert.PeriodEnds != "June 17 at 8:00 PM" {
+		t.Fatalf("alert period = %q/%q, want friendly local labels", alert.PeriodBegins, alert.PeriodEnds)
+	}
+	if alert.Instruction != "Secure outdoor objects." || alert.Description != "Gusty winds may blow around unsecured objects." {
+		t.Fatalf("alert guidance = %#v, want instruction and description preserved", alert)
+	}
+}
+
+func TestBaseModulesOmitMissingOptionalOutputs(t *testing.T) {
+	registry := MustDefaultModuleRegistry()
+	ctx := testModuleContext()
+	ctx.Collected.Current = nil
+	ctx.Collected.Narrative = nil
+	ctx.Collected.Hourly = nil
+	ctx.Derived.ValidPeriodNarrativePeriods = nil
+	ctx.Derived.ValidPeriodHourlyPeriods = nil
+	ctx.Collected.Discussion = nil
+	ctx.Collected.WeatherStory = nil
+
+	for _, id := range []module.ID{module.CurrentConditions, module.NarrativeForecast, module.HourlyForecast, module.AreaForecastDiscussion, module.WeatherStory} {
+		output, err := registry.BuildModule(ctx, module.ConfigItem{ID: id})
+		if err != nil {
+			t.Fatalf("BuildModule(%s) error = %v", id, err)
+		}
+		if output != nil {
+			t.Fatalf("BuildModule(%s) output = %#v, want omitted", id, output)
+		}
+	}
+}
+
+func TestAreaForecastDiscussionAndWeatherStoryModules(t *testing.T) {
+	registry := MustDefaultModuleRegistry()
+	ctx := testModuleContext()
+
+	afdOutput, err := registry.BuildModule(ctx, module.ConfigItem{ID: module.AreaForecastDiscussion})
+	if err != nil {
+		t.Fatalf("BuildModule(afd) error = %v", err)
+	}
+	afd := moduleValue[AreaForecastDiscussionModule](t, afdOutput)
+	if len(afd.KeyMessages) != 1 || afd.ShortTerm != "Showers increase this afternoon." || afd.LongTerm != "Periodic rain chances continue." {
+		t.Fatalf("AFD = %#v, want discussion sections", afd)
+	}
+
+	storyOutput, err := registry.BuildModule(ctx, module.ConfigItem{ID: module.WeatherStory})
+	if err != nil {
+		t.Fatalf("BuildModule(weather story) error = %v", err)
+	}
+	story := moduleValue[WeatherStoryModule](t, storyOutput)
+	if !story.Available || story.Title != "Rain Chances" || story.Description != "Scattered showers are possible." {
+		t.Fatalf("WeatherStory = %#v, want structured story fields", story)
+	}
+	if story.PeriodBegins != "2026-05-29 at 6:00 AM" || story.PeriodEnds != "2026-05-29 at 6:00 PM" {
+		t.Fatalf("WeatherStory period = %q/%q, want friendly local period labels", story.PeriodBegins, story.PeriodEnds)
+	}
+	data, err := json.Marshal(storyOutput.Value)
+	if err != nil {
+		t.Fatalf("Marshal weather story: %v", err)
+	}
+	if !strings.Contains(string(data), "download_url") || !strings.Contains(string(data), "period_begins") || !strings.Contains(string(data), "period_ends") {
+		t.Fatalf("weather story json = %s, want snake_case download_url", string(data))
+	}
+	if strings.Contains(string(data), "start_time") || strings.Contains(string(data), "end_time") {
+		t.Fatalf("weather story json = %s, want period_begins/period_ends instead of start_time/end_time", string(data))
+	}
+}
+
+func TestAreaForecastDiscussionModuleCanSelectSections(t *testing.T) {
+	registry := MustDefaultModuleRegistry()
+	ctx := testModuleContext()
+
+	output, err := registry.BuildModule(ctx, module.ConfigItem{
+		ID:      module.AreaForecastDiscussion,
+		Options: module.AreaForecastDiscussionOptions{Sections: []string{"short_term"}},
+	})
+	if err != nil {
+		t.Fatalf("BuildModule() error = %v", err)
+	}
+	afd := moduleValue[AreaForecastDiscussionModule](t, output)
+	if afd.ShortTerm != "Showers increase this afternoon." {
+		t.Fatalf("ShortTerm = %q, want selected short term section", afd.ShortTerm)
+	}
+	if afd.Product != "" || len(afd.KeyMessages) != 0 || afd.LongTerm != "" {
+		t.Fatalf("AFD = %#v, want only short_term section", afd)
+	}
+}
+
+func TestAreaForecastDiscussionModuleUsesHourlyDefaultSections(t *testing.T) {
+	registry := MustDefaultModuleRegistry()
+	ctx := testModuleContext()
+	ctx.Resolved.Definition = report.DefaultRegistry().MustLookup(report.Hourly)
+	var item module.ConfigItem
+	for _, candidate := range ctx.Resolved.Definition.Modules {
+		if candidate.ID == module.AreaForecastDiscussion {
+			item = candidate
+			break
+		}
+	}
+	if item.ID == "" {
+		t.Fatal("hourly default modules missing area_forecast_discussion")
+	}
+
+	output, err := registry.BuildModule(ctx, item)
+	if err != nil {
+		t.Fatalf("BuildModule() error = %v", err)
+	}
+	afd := moduleValue[AreaForecastDiscussionModule](t, output)
+	if len(afd.KeyMessages) != 1 || afd.ShortTerm != "Showers increase this afternoon." {
+		t.Fatalf("AFD = %#v, want key messages and short term", afd)
+	}
+	if afd.Product != "" || afd.LongTerm != "" {
+		t.Fatalf("AFD = %#v, want product and long term omitted", afd)
+	}
+}
+
+func TestAreaForecastDiscussionModuleUsesDailyDefaultSections(t *testing.T) {
+	registry := MustDefaultModuleRegistry()
+	ctx := testModuleContext()
+	ctx.Resolved.Definition = report.DefaultRegistry().MustLookup(report.Daily)
+	var item module.ConfigItem
+	for _, candidate := range ctx.Resolved.Definition.Modules {
+		if candidate.ID == module.AreaForecastDiscussion {
+			item = candidate
+			break
+		}
+	}
+	if item.ID == "" {
+		t.Fatal("daily default modules missing area_forecast_discussion")
+	}
+
+	output, err := registry.BuildModule(ctx, item)
+	if err != nil {
+		t.Fatalf("BuildModule() error = %v", err)
+	}
+	afd := moduleValue[AreaForecastDiscussionModule](t, output)
+	if afd.LongTerm != "Periodic rain chances continue." {
+		t.Fatalf("LongTerm = %q, want selected long term section", afd.LongTerm)
+	}
+	if afd.Product != "" || len(afd.KeyMessages) != 0 || afd.ShortTerm != "" {
+		t.Fatalf("AFD = %#v, want only long term section", afd)
+	}
+}
+
+func testModuleContext() ModuleContext {
+	generatedAt := mustParseModuleTime("2026-05-29T08:00:00-05:00")
+	definition := report.DefaultRegistry().MustLookup(report.Daily)
+	resolved := report.Resolved{
+		Definition:  definition,
+		GeneratedAt: generatedAt,
+		Timezone:    "America/Chicago",
+		ValidPeriod: timeutil.Period{
+			Start: mustParseModuleTime("2026-05-29T00:00:00-05:00"),
+			End:   mustParseModuleTime("2026-05-30T00:00:00-05:00"),
+		},
+	}
+	isDay := true
+	tempF := 74.4
+	apparentF := 75.6
+	humidity := 70.6
+	windMph := 8.4
+	windDirection := 190.0
+	narrativeTempF := 81.0
+	narrativePop := 60.0
+	narrativeWind := 12.0
+	narrativeWindDirection := 45.0
+	hourlyTempF := 76.0
+	hourlyPop := 70.0
+	hourlyHumidity := 66.0
+	hourlyWindMph := 14.0
+	updatedAt := mustParseModuleTime("2026-05-29T07:30:00-05:00")
+	return ModuleContext{
+		Resolved: resolved,
+		Collected: facts.CollectedFacts{
+			Current: &weatherdata.Current{
+				ConditionText:           "Partly cloudy",
+				IsDay:                   &isDay,
+				TemperatureF:            &tempF,
+				ApparentTemperatureF:    &apparentF,
+				RelativeHumidityPercent: &humidity,
+				WindSpeedMph:            &windMph,
+				WindDirectionDegrees:    &windDirection,
+			},
+			Narrative: &weatherdata.ForecastRun{
+				LocationID:   "test-grid",
+				LocationName: "Testville",
+				IssuedAt:     mustParseModuleTime("2026-05-29T10:30:00-05:00"),
+				UpdatedAt:    &updatedAt,
+				Product:      "narrative",
+				Periods: []weatherdata.ForecastPeriod{
+					{
+						Name:                              "Today",
+						StartTime:                         mustParseModuleTime("2026-05-29T06:00:00-05:00"),
+						EndTime:                           mustParseModuleTime("2026-05-29T18:00:00-05:00"),
+						IsDay:                             &isDay,
+						TextDescription:                   "Morning storms, then partly sunny.",
+						TemperatureF:                      floatPtr(narrativeTempF),
+						WindSpeedMph:                      &narrativeWind,
+						WindDirectionDegrees:              &narrativeWindDirection,
+						ProbabilityOfPrecipitationPercent: &narrativePop,
+					},
+				},
+			},
+			Hourly: &weatherdata.ForecastRun{
+				LocationID:   "test-grid",
+				LocationName: "Testville",
+				IssuedAt:     mustParseModuleTime("2026-05-29T10:30:00-05:00"),
+				UpdatedAt:    &updatedAt,
+				Product:      "hourly",
+				Periods: []weatherdata.ForecastPeriod{
+					{
+						StartTime:                         mustParseModuleTime("2026-05-29T08:00:00-05:00"),
+						EndTime:                           mustParseModuleTime("2026-05-29T09:00:00-05:00"),
+						TextDescription:                   "Showers likely.",
+						TemperatureF:                      &hourlyTempF,
+						WindSpeedMph:                      &hourlyWindMph,
+						WindDirectionDegrees:              &windDirection,
+						ProbabilityOfPrecipitationPercent: &hourlyPop,
+						RelativeHumidityPercent:           &hourlyHumidity,
+					},
+					{
+						StartTime:       mustParseModuleTime("2026-05-30T08:00:00-05:00"),
+						EndTime:         mustParseModuleTime("2026-05-30T09:00:00-05:00"),
+						TextDescription: "Tomorrow showers.",
+					},
+				},
+			},
+			Alerts: &weatherdata.AlertRun{Alerts: []json.RawMessage{
+				json.RawMessage(`{"event":"Flood Watch","headline":"Flooding possible","severity":"Moderate"}`),
+			}},
+			Discussion: &weatherdata.Discussion{
+				Product:     "discussion",
+				KeyMessages: []string{"Scattered showers are possible."},
+				ShortTerm:   &weatherdata.DiscussionSection{Text: "Showers increase this afternoon."},
+				LongTerm:    &weatherdata.DiscussionSection{Text: "Periodic rain chances continue."},
+			},
+			WeatherStory: &weatherdata.WeatherStory{
+				OfficeID:    "LSX",
+				StartTime:   mustParseModuleTime("2026-05-29T06:00:00-05:00"),
+				EndTime:     mustParseModuleTime("2026-05-29T18:00:00-05:00"),
+				UpdatedAt:   &updatedAt,
+				Title:       "Rain Chances",
+				Description: "Scattered showers are possible.",
+				AltText:     "Weather story graphic with rain chances.",
+				Priority:    true,
+				Order:       1,
+				DownloadURL: "https://example.invalid/story.png",
+			},
+			SourceProvenance: []weatherdata.Source{{Name: "alerts", FetchedAt: generatedAt}},
+			SourceWarnings: []weatherdata.SourceWarning{{
+				Source:             "daily",
+				Code:               "missing_source",
+				Severity:           "warning",
+				Message:            "daily source is missing",
+				Endpoint:           "/forecast/daily",
+				CompletenessImpact: "source omitted",
+			}},
+		},
+		Derived: facts.DerivedFacts{
+			ValidPeriodHourlyPeriods: []weatherdata.ForecastPeriod{
+				{
+					StartTime:                         mustParseModuleTime("2026-05-29T08:00:00-05:00"),
+					EndTime:                           mustParseModuleTime("2026-05-29T09:00:00-05:00"),
+					TextDescription:                   "Showers likely.",
+					TemperatureF:                      &hourlyTempF,
+					WindSpeedMph:                      &hourlyWindMph,
+					WindDirectionDegrees:              &windDirection,
+					ProbabilityOfPrecipitationPercent: &hourlyPop,
+					RelativeHumidityPercent:           &hourlyHumidity,
+				},
+			},
+			ValidPeriodNarrativePeriods: []weatherdata.ForecastPeriod{
+				{
+					Name:                              "Today",
+					StartTime:                         mustParseModuleTime("2026-05-29T06:00:00-05:00"),
+					EndTime:                           mustParseModuleTime("2026-05-29T18:00:00-05:00"),
+					IsDay:                             &isDay,
+					TextDescription:                   "Morning storms, then partly sunny.",
+					TemperatureF:                      floatPtr(narrativeTempF),
+					WindSpeedMph:                      &narrativeWind,
+					WindDirectionDegrees:              &narrativeWindDirection,
+					ProbabilityOfPrecipitationPercent: &narrativePop,
+				},
+			},
+			AlertOverlaps: []forecast.AlertOverlap{{
+				Event:    "Flood Watch",
+				Headline: "Flooding possible",
+				Severity: "Moderate",
+			}},
+		},
+		Units:    "us",
+		Timezone: "America/Chicago",
+		Location: &LocationContext{
+			ID:       "home",
+			Name:     "Brentwood",
+			Region:   "St. Louis Metro",
+			Timezone: "America/Chicago",
+		},
+	}
+}
+
+func moduleValue[T any](t *testing.T, output *module.Output) T {
+	t.Helper()
+	var value T
+	data, err := json.Marshal(output.Value)
+	if err != nil {
+		t.Fatalf("marshal module value: %v", err)
+	}
+	if err := json.Unmarshal(data, &value); err != nil {
+		t.Fatalf("decode module value: %v", err)
+	}
+	return value
+}
+
+func moduleDataPackageValue[T any](t *testing.T, output *module.Output) T {
+	t.Helper()
+	var value T
+	data, err := json.Marshal(output.DataPackageValue())
+	if err != nil {
+		t.Fatalf("marshal module data package value: %v", err)
+	}
+	if err := json.Unmarshal(data, &value); err != nil {
+		t.Fatalf("decode module data package value: %v", err)
+	}
+	return value
+}
+
+func mustMarshalModuleJSON(t *testing.T, value any) string {
+	t.Helper()
+	data, err := json.Marshal(value)
+	if err != nil {
+		t.Fatalf("marshal module value: %v", err)
+	}
+	return string(data)
+}
+
+func mustParseModuleTime(value string) time.Time {
+	parsed, err := time.Parse(time.RFC3339, value)
+	if err != nil {
+		panic(err)
+	}
+	return parsed
+}

internal/briefing/current_conditions_module.go

@@ -0,0 +1,104 @@
+package briefing
+
+import (
+	"strings"
+
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/module"
+)
+
+type CurrentConditionsModule struct {
+	ConditionText           string `json:"condition_text,omitempty"`
+	ConditionTextLower      string `json:"condition_text_lower,omitempty"`
+	IsDay                   *bool  `json:"is_day,omitempty"`
+	TemperatureC            *int   `json:"temperature_c,omitempty"`
+	TemperatureF            *int   `json:"temperature_f,omitempty"`
+	ApparentTemperatureC    *int   `json:"apparent_temperature_c,omitempty"`
+	ApparentTemperatureF    *int   `json:"apparent_temperature_f,omitempty"`
+	DewpointC               *int   `json:"dewpoint_c,omitempty"`
+	DewpointF               *int   `json:"dewpoint_f,omitempty"`
+	RelativeHumidityPercent *int   `json:"relative_humidity_percent,omitempty"`
+	WindSpeedKmh            *int   `json:"wind_speed_kmh,omitempty"`
+	WindSpeedMph            *int   `json:"wind_speed_mph,omitempty"`
+	WindDirection           string `json:"wind_direction,omitempty"`
+	WindDirectionText       string `json:"wind_direction_text,omitempty"`
+}
+
+type CurrentConditionsPromptExport struct {
+	ConditionText           string `json:"condition_text,omitempty"`
+	IsDay                   *bool  `json:"is_day,omitempty"`
+	TemperatureC            *int   `json:"temperature_c,omitempty"`
+	TemperatureF            *int   `json:"temperature_f,omitempty"`
+	ApparentTemperatureC    *int   `json:"apparent_temperature_c,omitempty"`
+	ApparentTemperatureF    *int   `json:"apparent_temperature_f,omitempty"`
+	DewpointC               *int   `json:"dewpoint_c,omitempty"`
+	DewpointF               *int   `json:"dewpoint_f,omitempty"`
+	RelativeHumidityPercent *int   `json:"relative_humidity_percent,omitempty"`
+	WindSpeedKmh            *int   `json:"wind_speed_kmh,omitempty"`
+	WindSpeedMph            *int   `json:"wind_speed_mph,omitempty"`
+	WindDirection           string `json:"wind_direction,omitempty"`
+}
+
+func buildCurrentConditionsModule(ctx ModuleContext, _ any) (*module.Output, error) {
+	current := ctx.Collected.Current
+	if current == nil {
+		return nil, nil
+	}
+	value := CurrentConditionsModule{
+		ConditionText:           current.ConditionText,
+		ConditionTextLower:      strings.ToLower(current.ConditionText),
+		IsDay:                   copyBool(current.IsDay),
+		TemperatureC:            roundedInt(current.TemperatureC),
+		TemperatureF:            roundedInt(current.TemperatureF),
+		ApparentTemperatureC:    roundedInt(current.ApparentTemperatureC),
+		ApparentTemperatureF:    roundedInt(current.ApparentTemperatureF),
+		DewpointC:               roundedInt(current.DewpointC),
+		DewpointF:               roundedInt(current.DewpointF),
+		RelativeHumidityPercent: roundedInt(current.RelativeHumidityPercent),
+		WindSpeedKmh:            roundedInt(current.WindSpeedKmh),
+		WindSpeedMph:            roundedInt(current.WindSpeedMph),
+		WindDirection:           windDirectionLabel(current.WindDirectionDegrees),
+		WindDirectionText:       windDirectionTextLabel(current.WindDirectionDegrees),
+	}
+	if value.isEmpty() {
+		return nil, nil
+	}
+	return &module.Output{ID: module.CurrentConditions, StanzaName: "current_conditions", Value: value}, nil
+}
+
+func exportCurrentConditionsPromptValue(value any) (any, error) {
+	rich, ok := value.(CurrentConditionsModule)
+	if !ok {
+		return nil, unexpectedPromptExportValue(value, CurrentConditionsModule{})
+	}
+	return CurrentConditionsPromptExport{
+		ConditionText:           rich.ConditionText,
+		IsDay:                   copyBool(rich.IsDay),
+		TemperatureC:            copyInt(rich.TemperatureC),
+		TemperatureF:            copyInt(rich.TemperatureF),
+		ApparentTemperatureC:    copyInt(rich.ApparentTemperatureC),
+		ApparentTemperatureF:    copyInt(rich.ApparentTemperatureF),
+		DewpointC:               copyInt(rich.DewpointC),
+		DewpointF:               copyInt(rich.DewpointF),
+		RelativeHumidityPercent: copyInt(rich.RelativeHumidityPercent),
+		WindSpeedKmh:            copyInt(rich.WindSpeedKmh),
+		WindSpeedMph:            copyInt(rich.WindSpeedMph),
+		WindDirection:           rich.WindDirection,
+	}, nil
+}
+
+func (v CurrentConditionsModule) isEmpty() bool {
+	return v.ConditionText == "" &&
+		v.ConditionTextLower == "" &&
+		v.IsDay == nil &&
+		v.TemperatureC == nil &&
+		v.TemperatureF == nil &&
+		v.ApparentTemperatureC == nil &&
+		v.ApparentTemperatureF == nil &&
+		v.DewpointC == nil &&
+		v.DewpointF == nil &&
+		v.RelativeHumidityPercent == nil &&
+		v.WindSpeedKmh == nil &&
+		v.WindSpeedMph == nil &&
+		v.WindDirection == "" &&
+		v.WindDirectionText == ""
+}

internal/briefing/daily_planning_module.go

@@ -0,0 +1,24 @@
+package briefing
+
+import "gitea.maximumdirect.net/eric/weatherreporter/internal/module"
+
+type DailyPlanningModule struct {
+	MorningReadiness             []string `json:"morning_readiness,omitempty"`
+	CommuteSchoolWorkdayConcerns []string `json:"commute_school_workday_concerns,omitempty"`
+	OvernightChangeWatch         []string `json:"overnight_change_watch,omitempty"`
+}
+
+func buildDailyPlanningModule(ctx ModuleContext, _ any) (*module.Output, error) {
+	summary := ctx.Derived.FirstDailySummary()
+	if summary == nil {
+		return &module.Output{ID: module.DailyPlanning, StanzaName: "daily_planning", Value: DailyPlanningModule{}}, nil
+	}
+	planning := buildMorningCommuteOvernightPlanning(summary)
+	value := DailyPlanningModule{}
+	if planning != nil {
+		value.MorningReadiness = append([]string(nil), planning.MorningReadiness...)
+		value.CommuteSchoolWorkdayConcerns = append([]string(nil), planning.CommuteSchoolWorkdayConcerns...)
+		value.OvernightChangeWatch = append([]string(nil), planning.OvernightChangeWatch...)
+	}
+	return &module.Output{ID: module.DailyPlanning, StanzaName: "daily_planning", Value: value}, nil
+}

internal/briefing/daily_test.go

@@ -1,327 +0,0 @@
-package briefing
-
-import (
-	"encoding/json"
-	"os"
-	"path/filepath"
-	"strings"
-	"testing"
-	"time"
-
-	"gitea.maximumdirect.net/eric/weatherreporter/internal/forecast"
-	"gitea.maximumdirect.net/eric/weatherreporter/internal/report"
-	"gitea.maximumdirect.net/eric/weatherreporter/internal/timeutil"
-)
-
-func TestDailyBriefingFromRepresentativeFixture(t *testing.T) {
-	bundle := loadBundleFixture(t)
-	currentIsDay := true
-	currentTemp := 75.9
-	currentFeelsLike := 76.1
-	currentHumidity := 56.0
-	currentWind := 10.7
-	bundle.Current = &forecast.Current{
-		ConditionText:           "Partly cloudy",
-		IsDay:                   &currentIsDay,
-		TemperatureF:            &currentTemp,
-		ApparentTemperatureF:    &currentFeelsLike,
-		RelativeHumidityPercent: &currentHumidity,
-		WindSpeedMph:            &currentWind,
-	}
-	bundle.Sources[0].DataSHA256 = "abc123"
-	bundle.Warnings = []forecast.SourceWarning{{Source: "daily", Code: "missing_source", Severity: "warning"}}
-	location := mustLocation(t)
-	resolved := mustResolveDaily(t, location)
-	summary, err := forecast.BuildDailySummary(bundle, resolved.ValidPeriod.Start, location, defaultDayparts())
-	if err != nil {
-		t.Fatalf("BuildDailySummary() error = %v", err)
-	}
-
-	pkg, err := BuildDaily(BuildContext{
-		Resolved: resolved,
-		Bundle:   bundle,
-		Units:    "us",
-		Timezone: "America/Chicago",
-		Location: &LocationContext{
-			ID:       "home",
-			Name:     "Brentwood",
-			Region:   "St. Louis Metro",
-			Timezone: "America/Chicago",
-		},
-	}, summary)
-	if err != nil {
-		t.Fatalf("BuildDaily() error = %v", err)
-	}
-
-	if pkg.Metadata.SchemaVersion != SchemaVersion {
-		t.Fatalf("SchemaVersion = %q, want %q", pkg.Metadata.SchemaVersion, SchemaVersion)
-	}
-	if !strings.Contains(pkg.Metadata.RunID, "daily_today") {
-		t.Fatalf("RunID = %q, want report id", pkg.Metadata.RunID)
-	}
-	if pkg.Metadata.ReportID != report.DailyToday {
-		t.Fatalf("ReportID = %q, want daily_today", pkg.Metadata.ReportID)
-	}
-	if pkg.Metadata.Units != "us" || pkg.Metadata.Timezone != "America/Chicago" {
-		t.Fatalf("metadata units/timezone = %q/%q", pkg.Metadata.Units, pkg.Metadata.Timezone)
-	}
-	if pkg.Metadata.Location == nil || pkg.Metadata.Location.ID != "home" || pkg.Metadata.Location.Name != "Brentwood" || pkg.Metadata.Location.Region != "St. Louis Metro" || pkg.Metadata.Location.Timezone != "America/Chicago" {
-		t.Fatalf("metadata location = %#v, want configured prompt location", pkg.Metadata.Location)
-	}
-	if pkg.CurrentConditions == nil || pkg.CurrentConditions.ConditionText != "Partly cloudy" || pkg.CurrentConditions.TemperatureF == nil || *pkg.CurrentConditions.TemperatureF != currentTemp || pkg.CurrentConditions.RelativeHumidityPercent == nil || *pkg.CurrentConditions.RelativeHumidityPercent != currentHumidity {
-		t.Fatalf("CurrentConditions = %#v, want current conditions from bundle", pkg.CurrentConditions)
-	}
-	if len(pkg.Metadata.Sources) != 1 || pkg.Metadata.Sources[0].DataSHA256 != "abc123" {
-		t.Fatalf("Sources = %#v, want source hash", pkg.Metadata.Sources)
-	}
-	if len(pkg.Metadata.SourceWarnings) != 1 {
-		t.Fatalf("SourceWarnings length = %d, want 1", len(pkg.Metadata.SourceWarnings))
-	}
-	if pkg.Daily == nil {
-		t.Fatal("Daily = nil")
-	}
-	if len(pkg.Daily.Dayparts) != 5 {
-		t.Fatalf("Dayparts length = %d, want 5", len(pkg.Daily.Dayparts))
-	}
-	if len(pkg.Daily.RelevantAlerts) != 1 {
-		t.Fatalf("RelevantAlerts length = %d, want 1", len(pkg.Daily.RelevantAlerts))
-	}
-	if len(pkg.Daily.NarrativePeriods) != 1 {
-		t.Fatalf("NarrativePeriods length = %d, want 1", len(pkg.Daily.NarrativePeriods))
-	}
-	if len(pkg.Daily.Discussion.KeyMessages) != 1 {
-		t.Fatalf("Discussion key messages length = %d, want 1", len(pkg.Daily.Discussion.KeyMessages))
-	}
-	if pkg.Daily.Discussion.ShortTerm != "Morning showers taper as a weak boundary shifts east." {
-		t.Fatalf("Discussion.ShortTerm = %q, want short-term AFD narrative", pkg.Daily.Discussion.ShortTerm)
-	}
-	if pkg.Daily.Discussion.LongTerm != "Warmer and more humid conditions return with periodic rain chances." {
-		t.Fatalf("Discussion.LongTerm = %q, want long-term AFD narrative", pkg.Daily.Discussion.LongTerm)
-	}
-	if pkg.Daily.OutdoorWindows.Best == nil || pkg.Daily.OutdoorWindows.Worst == nil {
-		t.Fatalf("OutdoorWindows = %#v, want best and worst", pkg.Daily.OutdoorWindows)
-	}
-	if pkg.Daily.BottomLine.Summary == "" {
-		t.Fatal("BottomLine summary is empty")
-	}
-	if _, err := json.Marshal(pkg); err != nil {
-		t.Fatalf("briefing package is not JSON inspectable: %v", err)
-	}
-}
-
-func TestDailyBriefingQuietWeather(t *testing.T) {
-	location := mustLocation(t)
-	resolved := mustResolveDaily(t, location)
-	bundle := &forecast.Bundle{
-		Hourly: &forecast.ForecastRun{Periods: []forecast.ForecastPeriod{
-			quietHour("2026-05-29T09:00:00-05:00", "2026-05-29T10:00:00-05:00", 72),
-		}},
-		Alerts: &forecast.AlertRun{},
-		Sources: []forecast.Source{
-			{Name: "hourly", FetchedAt: time.Now()},
-			{Name: "alerts", Endpoint: "/alerts/active", FetchedAt: time.Now()},
-			{Name: "current", Endpoint: "/conditions/current", FetchedAt: time.Now(), Missing: true},
-		},
-		Warnings: []forecast.SourceWarning{{Source: "current", Code: "missing_source", Severity: "warning"}},
-	}
-	summary, err := forecast.BuildDailySummary(bundle, resolved.ValidPeriod.Start, location, defaultDayparts())
-	if err != nil {
-		t.Fatalf("BuildDailySummary() error = %v", err)
-	}
-	pkg, err := BuildDaily(BuildContext{Resolved: resolved, Bundle: bundle, Units: "us", Timezone: "America/Chicago"}, summary)
-	if err != nil {
-		t.Fatalf("BuildDaily() error = %v", err)
-	}
-	if pkg.Daily.BottomLine.Summary != "Conditions: Clear." {
-		t.Fatalf("BottomLine summary = %q, want clear conditions", pkg.Daily.BottomLine.Summary)
-	}
-	if pkg.CurrentConditions != nil {
-		t.Fatalf("CurrentConditions = %#v, want nil when current conditions are missing", pkg.CurrentConditions)
-	}
-	if len(pkg.Metadata.SourceWarnings) != 1 || pkg.Metadata.SourceWarnings[0].Source != "current" {
-		t.Fatalf("SourceWarnings = %#v, want current missing-source warning", pkg.Metadata.SourceWarnings)
-	}
-	if len(pkg.Daily.RelevantAlerts) != 0 {
-		t.Fatalf("RelevantAlerts length = %d, want 0", len(pkg.Daily.RelevantAlerts))
-	}
-	if pkg.Metadata.Alerts == nil {
-		t.Fatal("Metadata.Alerts = nil, want checked no-active-alerts status")
-	}
-	if !pkg.Metadata.Alerts.Checked || pkg.Metadata.Alerts.ActiveCount != 0 || pkg.Metadata.Alerts.RelevantCount != 0 || pkg.Metadata.Alerts.Missing {
-		t.Fatalf("Metadata.Alerts = %#v, want checked no-active-alerts status", pkg.Metadata.Alerts)
-	}
-	data, err := json.Marshal(pkg.Metadata.Alerts)
-	if err != nil {
-		t.Fatalf("marshal alert metadata: %v", err)
-	}
-	if strings.Contains(string(data), `"missing"`) {
-		t.Fatalf("alert metadata includes missing for checked empty alerts:\n%s", string(data))
-	}
-}
-
-func TestDailyBriefingAlertExclusion(t *testing.T) {
-	location := mustLocation(t)
-	resolved := mustResolveDaily(t, location)
-	bundle := loadBundleFixture(t)
-	bundle.Alerts = &forecast.AlertRun{Alerts: []json.RawMessage{
-		json.RawMessage(`{"event":"Future Watch","effective":"2026-06-01T00:00:00-05:00","expires":"2026-06-01T06:00:00-05:00"}`),
-	}}
-	summary, err := forecast.BuildDailySummary(bundle, resolved.ValidPeriod.Start, location, defaultDayparts())
-	if err != nil {
-		t.Fatalf("BuildDailySummary() error = %v", err)
-	}
-	pkg, err := BuildDaily(BuildContext{Resolved: resolved, Bundle: bundle, Units: "us", Timezone: "America/Chicago"}, summary)
-	if err != nil {
-		t.Fatalf("BuildDaily() error = %v", err)
-	}
-	if len(pkg.Daily.RelevantAlerts) != 0 {
-		t.Fatalf("RelevantAlerts length = %d, want 0", len(pkg.Daily.RelevantAlerts))
-	}
-}
-
-func TestTomorrowBriefingIncludesPlanningInputs(t *testing.T) {
-	location := mustLocation(t)
-	resolved, err := report.Resolve(report.DailyTomorrow, report.ResolveRequest{
-		Now:      mustParse("2026-05-29T18:00:00-05:00"),
-		Location: location,
-	})
-	if err != nil {
-		t.Fatalf("resolve tomorrow: %v", err)
-	}
-	precip := 70.0
-	wind := 34.0
-	summary := &forecast.DailySummary{
-		Date:   "2026-05-30",
-		Period: resolved.ValidPeriod,
-		Dayparts: []forecast.DaypartSummary{
-			{
-				Name: "overnight",
-				Period: timeutil.Period{
-					Start: mustParse("2026-05-30T00:00:00-05:00"),
-					End:   mustParse("2026-05-30T06:00:00-05:00"),
-				},
-				MaxPrecipitationProbability: &forecast.TimedValue{
-					Value: 40,
-					Time:  mustParse("2026-05-30T03:00:00-05:00"),
-				},
-			},
-			{
-				Name: "morning",
-				Period: timeutil.Period{
-					Start: mustParse("2026-05-30T06:00:00-05:00"),
-					End:   mustParse("2026-05-30T12:00:00-05:00"),
-				},
-				MaxPrecipitationProbability: &forecast.TimedValue{
-					Value: precip,
-					Time:  mustParse("2026-05-30T08:00:00-05:00"),
-				},
-				PeakWindGust: &forecast.TimedValue{
-					Value: wind,
-					Time:  mustParse("2026-05-30T09:00:00-05:00"),
-				},
-				Indicators: forecast.Indicators{Snow: true},
-			},
-		},
-	}
-
-	pkg, err := BuildDaily(BuildContext{
-		Resolved: resolved,
-		Units:    "us",
-		Timezone: "America/Chicago",
-	}, summary)
-	if err != nil {
-		t.Fatalf("BuildDaily() error = %v", err)
-	}
-
-	if pkg.Metadata.ReportID != report.DailyTomorrow || pkg.Metadata.Variant != "tomorrow" {
-		t.Fatalf("metadata report/variant = %q/%q, want tomorrow", pkg.Metadata.ReportID, pkg.Metadata.Variant)
-	}
-	if pkg.Daily.ForecastSummaryDate != "2026-05-30" {
-		t.Fatalf("ForecastSummaryDate = %q, want 2026-05-30", pkg.Daily.ForecastSummaryDate)
-	}
-	if pkg.Daily.Planning == nil {
-		t.Fatal("Planning = nil, want tomorrow planning inputs")
-	}
-	if len(pkg.Daily.Planning.MorningReadiness) == 0 || len(pkg.Daily.Planning.CommuteSchoolWorkdayConcerns) == 0 || len(pkg.Daily.Planning.OvernightChangeWatch) == 0 {
-		t.Fatalf("Planning = %#v, want populated planning inputs", pkg.Daily.Planning)
-	}
-	if !strings.Contains(strings.Join(pkg.Daily.Planning.MorningReadiness, " "), "precipitation") {
-		t.Fatalf("MorningReadiness = %#v, want precipitation note", pkg.Daily.Planning.MorningReadiness)
-	}
-}
-
-func TestSaveBriefingPackage(t *testing.T) {
-	pkg := Package{Metadata: Metadata{SchemaVersion: SchemaVersion}}
-	path := filepath.Join(t.TempDir(), "nested", "briefing.json")
-	if err := Save(path, pkg); err != nil {
-		t.Fatalf("Save() error = %v", err)
-	}
-	data, err := os.ReadFile(path)
-	if err != nil {
-		t.Fatalf("read briefing: %v", err)
-	}
-	if !strings.Contains(string(data), SchemaVersion) {
-		t.Fatalf("saved briefing missing schema version:\n%s", string(data))
-	}
-}
-
-func loadBundleFixture(t *testing.T) *forecast.Bundle {
-	t.Helper()
-	data, err := os.ReadFile(filepath.Join("..", "forecast", "testdata", "daily_bundle.json"))
-	if err != nil {
-		t.Fatalf("read bundle fixture: %v", err)
-	}
-	var bundle forecast.Bundle
-	if err := json.Unmarshal(data, &bundle); err != nil {
-		t.Fatalf("decode bundle fixture: %v", err)
-	}
-	return &bundle
-}
-
-func mustResolveDaily(t *testing.T, location *time.Location) report.Resolved {
-	t.Helper()
-	resolved, err := report.Resolve(report.DailyToday, report.ResolveRequest{
-		Now:      mustParse("2026-05-29T05:00:00-05:00"),
-		Location: location,
-	})
-	if err != nil {
-		t.Fatalf("resolve daily: %v", err)
-	}
-	return resolved
-}
-
-func defaultDayparts() []forecast.DaypartDefinition {
-	return []forecast.DaypartDefinition{
-		{Name: "overnight", Start: "00:00", End: "06:00"},
-		{Name: "morning", Start: "06:00", End: "10:00"},
-		{Name: "midday", Start: "10:00", End: "15:00"},
-		{Name: "afternoon", Start: "15:00", End: "17:00"},
-		{Name: "evening", Start: "17:00", End: "24:00"},
-	}
-}
-
-func quietHour(start string, end string, temperature float64) forecast.ForecastPeriod {
-	return forecast.ForecastPeriod{
-		StartTime:       mustParse(start),
-		EndTime:         mustParse(end),
-		TextDescription: "Clear",
-		TemperatureF:    &temperature,
-	}
-}
-
-func mustLocation(t *testing.T) *time.Location {
-	t.Helper()
-	location, err := time.LoadLocation("America/Chicago")
-	if err != nil {
-		t.Fatalf("load location: %v", err)
-	}
-	return location
-}
-
-func mustParse(value string) time.Time {
-	parsed, err := time.Parse(time.RFC3339, value)
-	if err != nil {
-		panic(err)
-	}
-	return parsed
-}

internal/briefing/derived_daily_summary_module.go

@@ -0,0 +1,153 @@
+package briefing
+
+import (
+	"fmt"
+
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/forecast"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/module"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/weatherdata"
+)
+
+type DerivedDailySummaryModule struct {
+	Date                          string   `json:"date,omitempty"`
+	HighTempF                     *int     `json:"high_temp_f,omitempty"`
+	LowTempF                      *int     `json:"low_temp_f,omitempty"`
+	DailyPrecipitationProbability *int     `json:"daily_precipitation_probability,omitempty"`
+	MostLikelyPrecipitationHour   string   `json:"most_likely_precipitation_hour,omitempty"`
+	ThunderMentioned              bool     `json:"thunder_mentioned"`
+	MaxWindGustMph                *int     `json:"max_wind_gust_mph,omitempty"`
+	HeatIndexMaxF                 *int     `json:"heat_index_max_f,omitempty"`
+	DominantConditions            []string `json:"dominant_conditions,omitempty"`
+	Hazards                       []string `json:"hazards,omitempty"`
+}
+
+func buildDerivedDailySummaryModule(ctx ModuleContext, _ any) (*module.Output, error) {
+	summary := ctx.Derived.FirstDailySummary()
+	if summary == nil {
+		return nil, fmt.Errorf("daily summary facts are required")
+	}
+	value, err := derivedDailySummaryValue(*summary, ctx.Derived.PrecipTiming, ctx.Timezone)
+	if err != nil {
+		return nil, err
+	}
+	return &module.Output{ID: module.DerivedDailySummary, StanzaName: "derived_daily_summary", Value: value}, nil
+}
+
+func derivedDailySummaryValue(summary forecast.DailySummary, timing forecast.PrecipTiming, timezone string) (DerivedDailySummaryModule, error) {
+	value := DerivedDailySummaryModule{
+		Date:             friendlyDateLabel(summary.Date, timezone),
+		ThunderMentioned: timing.ThunderMentioned,
+	}
+	conditions := map[string]struct{}{}
+	hazards := map[string]struct{}{}
+	var temperature forecast.Range
+	var apparent forecast.Range
+	var maxPop *forecast.TimedValue
+	var maxGust *forecast.TimedValue
+	for _, daypart := range summary.Dayparts {
+		addRange(&temperature, daypart.Temperature)
+		addRange(&apparent, daypart.ApparentTemperature)
+		maxTimedValue(&maxPop, daypart.MaxPrecipitationProbability)
+		maxTimedValue(&maxGust, daypart.PeakWindGust)
+		if daypart.DominantCondition != "" {
+			conditions[daypart.DominantCondition] = struct{}{}
+		}
+		for _, hazard := range hazardsForIndicators(daypart.Indicators) {
+			hazards[hazard] = struct{}{}
+		}
+	}
+	for _, alert := range summary.AlertOverlaps {
+		if alert.Event != "" {
+			hazards[alert.Event] = struct{}{}
+		}
+	}
+	narrativeTemperature := narrativeTemperatureRange(summary.NarrativePeriods)
+	if narrativeTemperature.Max != nil {
+		value.HighTempF = roundedInt(narrativeTemperature.Max)
+	} else {
+		value.HighTempF = roundedInt(temperature.Max)
+	}
+	if narrativeTemperature.Min != nil {
+		value.LowTempF = roundedInt(narrativeTemperature.Min)
+	} else {
+		value.LowTempF = roundedInt(temperature.Min)
+	}
+	value.HeatIndexMaxF = roundedInt(apparent.Max)
+	narrativePrecipitation := narrativeMaxPrecipitation(summary.NarrativePeriods)
+	if narrativePrecipitation != nil {
+		value.DailyPrecipitationProbability = roundedInt(&narrativePrecipitation.Value)
+	} else if maxPop != nil {
+		value.DailyPrecipitationProbability = roundedInt(&maxPop.Value)
+	}
+	if maxPop != nil {
+		value.MostLikelyPrecipitationHour = mostLikelyPrecipitationHour(maxPop, timezone)
+	}
+	if maxGust != nil {
+		value.MaxWindGustMph = roundedInt(&maxGust.Value)
+	}
+	value.DominantConditions = sortedSet(conditions)
+	value.Hazards = sortedSet(hazards)
+	return value, nil
+}
+
+func narrativeTemperatureRange(periods []weatherdata.ForecastPeriod) forecast.Range {
+	var out forecast.Range
+	for _, period := range periods {
+		addNarrativeHigh(&out, period.TemperatureFMax)
+		addNarrativeLow(&out, period.TemperatureFMin)
+		if period.TemperatureF != nil && period.IsDay != nil {
+			if *period.IsDay {
+				addNarrativeHigh(&out, period.TemperatureF)
+			} else {
+				addNarrativeLow(&out, period.TemperatureF)
+			}
+		}
+	}
+	return out
+}
+
+func addNarrativeHigh(target *forecast.Range, value *float64) {
+	if value == nil {
+		return
+	}
+	if target.Max == nil || *value > *target.Max {
+		copied := *value
+		target.Max = &copied
+	}
+}
+
+func addNarrativeLow(target *forecast.Range, value *float64) {
+	if value == nil {
+		return
+	}
+	if target.Min == nil || *value < *target.Min {
+		copied := *value
+		target.Min = &copied
+	}
+}
+
+func narrativeMaxPrecipitation(periods []weatherdata.ForecastPeriod) *forecast.TimedValue {
+	var maxPop *forecast.TimedValue
+	for _, period := range periods {
+		if period.ProbabilityOfPrecipitationPercent == nil {
+			continue
+		}
+		value := forecast.TimedValue{
+			Value: *period.ProbabilityOfPrecipitationPercent,
+			Time:  period.StartTime,
+		}
+		maxTimedValue(&maxPop, &value)
+	}
+	return maxPop
+}
+
+func mostLikelyPrecipitationHour(maxPop *forecast.TimedValue, timezone string) string {
+	if maxPop == nil || maxPop.Value <= 0 {
+		return ""
+	}
+	percent := roundedInt(&maxPop.Value)
+	if percent == nil {
+		return ""
+	}
+	return fmt.Sprintf("%d%% at %s", *percent, clockLabel(maxPop.Time, timezone))
+}

internal/briefing/derived_daypart_summaries_module.go

@@ -0,0 +1,411 @@
+package briefing
+
+import (
+	"fmt"
+	"sort"
+	"strings"
+	"unicode"
+
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/forecast"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/module"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/timeutil"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/weatherdata"
+)
+
+type DerivedDaypartSummaryModule struct {
+	Date                     string   `json:"date,omitempty"`
+	DisplayName              string   `json:"display_name,omitempty"`
+	PeriodBegins             string   `json:"period_begins,omitempty"`
+	PeriodEnds               string   `json:"period_ends,omitempty"`
+	TempRangeF               string   `json:"temp_range_f,omitempty"`
+	TemperaturePhraseF       string   `json:"temperature_phrase_f,omitempty"`
+	ApparentTempRangeF       string   `json:"apparent_temp_range_f,omitempty"`
+	MaxPopPercent            *int     `json:"max_pop_percent,omitempty"`
+	MaxPopTime               string   `json:"max_pop_time,omitempty"`
+	MaxPopTimeLabel          string   `json:"max_pop_time_label,omitempty"`
+	MentionPrecipitation     bool     `json:"mention_precipitation,omitempty"`
+	MaxWindGustMph           *int     `json:"max_wind_gust_mph,omitempty"`
+	MaxWindGustTime          string   `json:"max_wind_gust_time,omitempty"`
+	DominantCondition        string   `json:"dominant_condition,omitempty"`
+	DominantConditionLower   string   `json:"dominant_condition_lower,omitempty"`
+	DominantConditionDisplay string   `json:"dominant_condition_display,omitempty"`
+	TemperatureTrend         string   `json:"temperature_trend,omitempty"`
+	TemperatureStartPhraseF  string   `json:"temperature_start_phrase_f,omitempty"`
+	TemperatureEndPhraseF    string   `json:"temperature_end_phrase_f,omitempty"`
+	TemperaturePeakPhraseF   string   `json:"temperature_peak_phrase_f,omitempty"`
+	TemperatureSteadyPhraseF string   `json:"temperature_steady_phrase_f,omitempty"`
+	NotableConditions        []string `json:"notable_conditions,omitempty"`
+	Snow                     bool     `json:"snow,omitempty"`
+	Ice                      bool     `json:"ice,omitempty"`
+	Fog                      bool     `json:"fog,omitempty"`
+	Heat                     bool     `json:"heat,omitempty"`
+	Cold                     bool     `json:"cold,omitempty"`
+	Wind                     bool     `json:"wind,omitempty"`
+	RelevantAlertCount       int      `json:"relevant_alert_count,omitempty"`
+}
+
+type DerivedDaypartSummaryPromptExport struct {
+	Date                     string   `json:"date,omitempty"`
+	DisplayName              string   `json:"display_name,omitempty"`
+	PeriodBegins             string   `json:"period_begins,omitempty"`
+	PeriodEnds               string   `json:"period_ends,omitempty"`
+	TempRangeF               string   `json:"temp_range_f,omitempty"`
+	ApparentTempRangeF       string   `json:"apparent_temp_range_f,omitempty"`
+	MaxPopPercent            *int     `json:"max_pop_percent,omitempty"`
+	MaxPopTime               string   `json:"max_pop_time,omitempty"`
+	MentionPrecipitation     bool     `json:"mention_precipitation,omitempty"`
+	MaxWindGustMph           *int     `json:"max_wind_gust_mph,omitempty"`
+	MaxWindGustTime          string   `json:"max_wind_gust_time,omitempty"`
+	DominantCondition        string   `json:"dominant_condition,omitempty"`
+	TemperatureTrend         string   `json:"temperature_trend,omitempty"`
+	TemperatureStartPhraseF  string   `json:"temperature_start_phrase_f,omitempty"`
+	TemperatureEndPhraseF    string   `json:"temperature_end_phrase_f,omitempty"`
+	TemperaturePeakPhraseF   string   `json:"temperature_peak_phrase_f,omitempty"`
+	TemperatureSteadyPhraseF string   `json:"temperature_steady_phrase_f,omitempty"`
+	NotableConditions        []string `json:"notable_conditions,omitempty"`
+	Snow                     bool     `json:"snow,omitempty"`
+	Ice                      bool     `json:"ice,omitempty"`
+	Fog                      bool     `json:"fog,omitempty"`
+	Heat                     bool     `json:"heat,omitempty"`
+	Cold                     bool     `json:"cold,omitempty"`
+	Wind                     bool     `json:"wind,omitempty"`
+	RelevantAlertCount       int      `json:"relevant_alert_count,omitempty"`
+}
+
+func buildDerivedDaypartSummariesModule(ctx ModuleContext, _ any) (*module.Output, error) {
+	if len(ctx.Derived.DaypartSummaries) == 0 {
+		return nil, fmt.Errorf("daypart summary facts are required")
+	}
+	value := map[string]DerivedDaypartSummaryModule{}
+	prefixDates := multipleSummaryDates(ctx.Derived.DailySummaries)
+	for _, daypart := range ctx.Derived.DaypartSummaries {
+		key := daypartKey(daypart, prefixDates)
+		value[key] = derivedDaypartSummaryValue(daypart, ctx.Timezone)
+	}
+	return &module.Output{ID: module.DerivedDaypartSummaries, StanzaName: "derived_daypart_summaries", Value: value}, nil
+}
+
+func exportDerivedDaypartSummariesPromptValue(value any) (any, error) {
+	rich, ok := value.(map[string]DerivedDaypartSummaryModule)
+	if !ok {
+		return nil, unexpectedPromptExportValue(value, map[string]DerivedDaypartSummaryModule{})
+	}
+	out := make(map[string]DerivedDaypartSummaryPromptExport, len(rich))
+	for key, daypart := range rich {
+		out[key] = derivedDaypartSummaryPromptValue(daypart)
+	}
+	return out, nil
+}
+
+func derivedDaypartSummaryPromptValue(rich DerivedDaypartSummaryModule) DerivedDaypartSummaryPromptExport {
+	maxPopTime := rich.MaxPopTime
+	if rich.MaxPopTimeLabel != "" {
+		maxPopTime = rich.MaxPopTimeLabel
+	}
+	return DerivedDaypartSummaryPromptExport{
+		Date:                     rich.Date,
+		DisplayName:              rich.DisplayName,
+		PeriodBegins:             rich.PeriodBegins,
+		PeriodEnds:               rich.PeriodEnds,
+		TempRangeF:               rich.TempRangeF,
+		ApparentTempRangeF:       rich.ApparentTempRangeF,
+		MaxPopPercent:            copyInt(rich.MaxPopPercent),
+		MaxPopTime:               maxPopTime,
+		MentionPrecipitation:     rich.MentionPrecipitation,
+		MaxWindGustMph:           copyInt(rich.MaxWindGustMph),
+		MaxWindGustTime:          rich.MaxWindGustTime,
+		DominantCondition:        rich.DominantCondition,
+		TemperatureTrend:         rich.TemperatureTrend,
+		TemperatureStartPhraseF:  rich.TemperatureStartPhraseF,
+		TemperatureEndPhraseF:    rich.TemperatureEndPhraseF,
+		TemperaturePeakPhraseF:   rich.TemperaturePeakPhraseF,
+		TemperatureSteadyPhraseF: rich.TemperatureSteadyPhraseF,
+		NotableConditions:        append([]string(nil), rich.NotableConditions...),
+		Snow:                     rich.Snow,
+		Ice:                      rich.Ice,
+		Fog:                      rich.Fog,
+		Heat:                     rich.Heat,
+		Cold:                     rich.Cold,
+		Wind:                     rich.Wind,
+		RelevantAlertCount:       rich.RelevantAlertCount,
+	}
+}
+
+func derivedDaypartSummaryValue(daypart forecast.DaypartSummary, timezone string) DerivedDaypartSummaryModule {
+	temperature := daypartTemperatureDisplay(daypart)
+	value := DerivedDaypartSummaryModule{
+		Date:                     localDateLabel(daypart.Period.Start, timezone),
+		DisplayName:              titleWord(strings.TrimSpace(daypart.Name)),
+		PeriodBegins:             friendlyPeriodBeginsLabel(daypart.Period, timezone),
+		PeriodEnds:               friendlyPeriodEndsLabel(daypart.Period, timezone),
+		TempRangeF:               rangeLabel(daypart.Temperature),
+		TemperaturePhraseF:       temperaturePhraseF(daypart.Temperature),
+		TemperatureTrend:         temperature.Trend,
+		TemperatureStartPhraseF:  temperature.StartPhrase,
+		TemperatureEndPhraseF:    temperature.EndPhrase,
+		TemperaturePeakPhraseF:   temperature.PeakPhrase,
+		TemperatureSteadyPhraseF: temperature.SteadyPhrase,
+		ApparentTempRangeF:       daypartApparentRangeLabel(daypart.ApparentTemperature),
+		DominantCondition:        daypart.DominantCondition,
+		DominantConditionLower:   strings.ToLower(daypart.DominantCondition),
+		DominantConditionDisplay: sentenceCase(daypart.DominantCondition),
+		NotableConditions:        append([]string(nil), daypart.NotableConditions...),
+		Snow:                     daypart.Indicators.Snow,
+		Ice:                      daypart.Indicators.Ice,
+		Fog:                      daypart.Indicators.Fog,
+		Heat:                     daypart.Indicators.Heat,
+		Cold:                     daypart.Indicators.Cold,
+		Wind:                     daypart.Indicators.Wind,
+		RelevantAlertCount:       len(daypart.AlertOverlaps),
+	}
+	if daypart.MaxPrecipitationProbability != nil {
+		value.MaxPopPercent = roundedInt(&daypart.MaxPrecipitationProbability.Value)
+		value.MaxPopTime = clockLabel(daypart.MaxPrecipitationProbability.Time, timezone)
+		value.MaxPopTimeLabel = hourMinuteLabel(daypart.MaxPrecipitationProbability.Time, timezone)
+		value.MentionPrecipitation = mentionHourlyForecastPrecipitation(&daypart.MaxPrecipitationProbability.Value, DefaultHourlyForecastPrecipMentionProbabilityThreshold)
+	}
+	if daypart.PeakWindGust != nil {
+		value.MaxWindGustMph = roundedInt(&daypart.PeakWindGust.Value)
+		value.MaxWindGustTime = clockLabel(daypart.PeakWindGust.Time, timezone)
+	}
+	return value
+}
+
+type daypartTemperaturePresentation struct {
+	Trend        string
+	StartPhrase  string
+	EndPhrase    string
+	PeakPhrase   string
+	SteadyPhrase string
+}
+
+type temperaturePoint struct {
+	value     int
+	bandIndex int
+	phrase    string
+}
+
+const (
+	temperatureTrendRising  = "rising"
+	temperatureTrendFalling = "falling"
+	temperatureTrendPeaking = "peaking"
+	temperatureTrendSteady  = "steady"
+)
+
+func daypartTemperatureDisplay(daypart forecast.DaypartSummary) daypartTemperaturePresentation {
+	points := daypartTemperaturePoints(daypart.HourlyPeriods)
+	if len(points) == 0 {
+		return daypartSteadyTemperatureDisplay(temperaturePhraseF(daypart.Temperature))
+	}
+	if len(points) == 1 {
+		return daypartSteadyTemperatureDisplay(points[0].phrase)
+	}
+
+	first := points[0]
+	last := points[len(points)-1]
+	peak, peakIndex := peakTemperaturePoint(points)
+	if peakIndex > 0 && peakIndex < len(points)-1 && peak.bandIndex > first.bandIndex && peak.bandIndex > last.bandIndex {
+		return daypartTemperaturePresentation{
+			Trend:      temperatureTrendPeaking,
+			PeakPhrase: peak.phrase,
+		}
+	}
+	switch {
+	case first.bandIndex < last.bandIndex:
+		return daypartTemperaturePresentation{
+			Trend:       temperatureTrendRising,
+			StartPhrase: first.phrase,
+			EndPhrase:   last.phrase,
+		}
+	case first.bandIndex > last.bandIndex:
+		return daypartTemperaturePresentation{
+			Trend:       temperatureTrendFalling,
+			StartPhrase: first.phrase,
+			EndPhrase:   last.phrase,
+		}
+	default:
+		return daypartSteadyTemperatureDisplay(temperaturePhraseF(daypart.Temperature))
+	}
+}
+
+func daypartSteadyTemperatureDisplay(phrase string) daypartTemperaturePresentation {
+	if phrase == "" {
+		return daypartTemperaturePresentation{}
+	}
+	return daypartTemperaturePresentation{
+		Trend:        temperatureTrendSteady,
+		SteadyPhrase: phrase,
+	}
+}
+
+func daypartTemperaturePoints(periods []weatherdata.ForecastPeriod) []temperaturePoint {
+	sorted := append([]weatherdata.ForecastPeriod(nil), periods...)
+	sort.SliceStable(sorted, func(i int, j int) bool {
+		return sorted[i].StartTime.Before(sorted[j].StartTime)
+	})
+	points := make([]temperaturePoint, 0, len(sorted))
+	for _, period := range sorted {
+		temperature := forecastPeriodTemperatureF(period)
+		if temperature == nil {
+			continue
+		}
+		rounded := roundedInt(temperature)
+		if rounded == nil {
+			continue
+		}
+		points = append(points, temperaturePoint{
+			value:     *rounded,
+			bandIndex: temperatureBandIndex(*rounded),
+			phrase:    temperatureBandPhrase(*rounded),
+		})
+	}
+	return points
+}
+
+func peakTemperaturePoint(points []temperaturePoint) (temperaturePoint, int) {
+	peak := points[0]
+	peakIndex := 0
+	for index, point := range points[1:] {
+		if point.value > peak.value {
+			peak = point
+			peakIndex = index + 1
+		}
+	}
+	return peak, peakIndex
+}
+
+func forecastPeriodTemperatureF(period weatherdata.ForecastPeriod) *float64 {
+	switch {
+	case period.TemperatureF != nil:
+		return period.TemperatureF
+	case period.TemperatureFMax != nil:
+		return period.TemperatureFMax
+	case period.TemperatureFMin != nil:
+		return period.TemperatureFMin
+	case period.TemperatureC != nil:
+		value := celsiusToFahrenheit(*period.TemperatureC)
+		return &value
+	case period.TemperatureCMax != nil:
+		value := celsiusToFahrenheit(*period.TemperatureCMax)
+		return &value
+	case period.TemperatureCMin != nil:
+		value := celsiusToFahrenheit(*period.TemperatureCMin)
+		return &value
+	default:
+		return nil
+	}
+}
+
+func celsiusToFahrenheit(value float64) float64 {
+	return value*9/5 + 32
+}
+
+func temperatureBandIndex(value int) int {
+	decade := (value / 10) * 10
+	remainder := value - decade
+	if remainder < 0 {
+		remainder = -remainder
+	}
+	band := 1
+	switch {
+	case remainder <= 3:
+		band = 0
+	case remainder >= 7:
+		band = 2
+	}
+	return decade*3 + band
+}
+
+func temperaturePhraseF(value forecast.Range) string {
+	if value.Min == nil && value.Max == nil {
+		return ""
+	}
+	if value.Min != nil && value.Max != nil {
+		low := roundedInt(value.Min)
+		high := roundedInt(value.Max)
+		if low == nil || high == nil {
+			return ""
+		}
+		lowPhrase := temperatureBandPhrase(*low)
+		highPhrase := temperatureBandPhrase(*high)
+		if lowPhrase == highPhrase {
+			return lowPhrase
+		}
+		return lowPhrase + " to " + highPhrase
+	}
+	if value.Min != nil {
+		low := roundedInt(value.Min)
+		if low == nil {
+			return ""
+		}
+		return temperatureBandPhrase(*low)
+	}
+	high := roundedInt(value.Max)
+	if high == nil {
+		return ""
+	}
+	return temperatureBandPhrase(*high)
+}
+
+func temperatureBandPhrase(value int) string {
+	decade := (value / 10) * 10
+	remainder := value - decade
+	if remainder < 0 {
+		remainder = -remainder
+	}
+	qualifier := "mid"
+	switch {
+	case remainder <= 3:
+		qualifier = "low"
+	case remainder >= 7:
+		qualifier = "upper"
+	}
+	return fmt.Sprintf("%s %ds", qualifier, decade)
+}
+
+func sentenceCase(value string) string {
+	trimmed := strings.TrimSpace(value)
+	if trimmed == "" {
+		return ""
+	}
+	runes := []rune(trimmed)
+	runes[0] = unicode.ToUpper(runes[0])
+	return string(runes)
+}
+
+func multipleSummaryDates(summaries []forecast.DailySummary) bool {
+	seen := map[string]struct{}{}
+	for _, summary := range summaries {
+		seen[summary.Date] = struct{}{}
+	}
+	return len(seen) > 1
+}
+
+func daypartKey(daypart forecast.DaypartSummary, prefixDate bool) string {
+	key := normalizedKey(daypart.Name)
+	if key == "" {
+		key = "unnamed"
+	}
+	if !prefixDate {
+		return key
+	}
+	return daypart.Period.Start.Format(timeutil.DateLayout) + "_" + key
+}
+
+func normalizedKey(value string) string {
+	lower := strings.ToLower(strings.TrimSpace(value))
+	var out strings.Builder
+	lastUnderscore := false
+	for _, r := range lower {
+		if unicode.IsLetter(r) || unicode.IsDigit(r) {
+			out.WriteRune(r)
+			lastUnderscore = false
+			continue
+		}
+		if !lastUnderscore {
+			out.WriteByte('_')
+			lastUnderscore = true
+		}
+	}
+	return strings.Trim(out.String(), "_")
+}

internal/briefing/derived_modules_test.go

@@ -0,0 +1,876 @@
+package briefing
+
+import (
+	"encoding/json"
+	"strings"
+	"testing"
+	"time"
+
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/facts"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/forecast"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/module"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/report"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/timeutil"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/weatherdata"
+)
+
+func TestDerivedDailySummaryModulePackagesOrdinaryForecast(t *testing.T) {
+	registry := MustDefaultModuleRegistry()
+	ctx := derivedModuleContext(report.Daily)
+
+	output, err := registry.BuildModule(ctx, module.ConfigItem{ID: module.DerivedDailySummary})
+	if err != nil {
+		t.Fatalf("BuildModule() error = %v", err)
+	}
+	value := moduleValue[DerivedDailySummaryModule](t, output)
+
+	if value.Date != "Friday, May 29, 2026" {
+		t.Fatalf("Date = %q, want friendly local date", value.Date)
+	}
+	if value.HighTempF == nil || *value.HighTempF != 88 || value.LowTempF == nil || *value.LowTempF != 64 {
+		t.Fatalf("daily temperatures = %#v/%#v, want narrative 88/64", value.HighTempF, value.LowTempF)
+	}
+	if value.DailyPrecipitationProbability == nil || *value.DailyPrecipitationProbability != 55 {
+		t.Fatalf("DailyPrecipitationProbability = %#v, want narrative 55", value.DailyPrecipitationProbability)
+	}
+	if value.MostLikelyPrecipitationHour != "80% at 12 PM" || !value.ThunderMentioned {
+		t.Fatalf("precip timing = %#v, want most likely hour and thunder", value)
+	}
+	if !containsString(value.DominantConditions, "Thunderstorms with gusty wind") || containsString(value.DominantConditions, "Morning storms, then partly sunny.") {
+		t.Fatalf("DominantConditions = %#v, want daypart conditions rather than narrative conditions", value.DominantConditions)
+	}
+	if value.MaxWindGustMph == nil || *value.MaxWindGustMph != 42 {
+		t.Fatalf("MaxWindGustMph = %#v, want 42", value.MaxWindGustMph)
+	}
+	if value.HeatIndexMaxF == nil || *value.HeatIndexMaxF != 101 {
+		t.Fatalf("HeatIndexMaxF = %#v, want 101", value.HeatIndexMaxF)
+	}
+	data, err := json.Marshal(output.Value)
+	if err != nil {
+		t.Fatalf("marshal daily summary: %v", err)
+	}
+	jsonText := string(data)
+	for _, field := range []string{"high_temp_f", "low_temp_f", "daily_precipitation_probability", "most_likely_precipitation_hour", "heat_index_max_f"} {
+		if !strings.Contains(jsonText, field) {
+			t.Fatalf("daily json = %s, want field %s", jsonText, field)
+		}
+	}
+	for _, removed := range []string{"max_pop_percent", "max_pop_window", "first_precip_hour", "last_precip_hour"} {
+		if strings.Contains(jsonText, removed) {
+			t.Fatalf("daily json = %s, want removed field %s omitted", jsonText, removed)
+		}
+	}
+	if strings.Contains(jsonText, "qpf") {
+		t.Fatalf("daily json = %s, want no QPF fields without upstream QPF facts", jsonText)
+	}
+}
+
+func TestDerivedDailySummaryModuleFallsBackWithoutNarrativeFacts(t *testing.T) {
+	registry := MustDefaultModuleRegistry()
+	ctx := derivedModuleContext(report.Daily)
+	ctx.Derived.DailySummaries[0].NarrativePeriods = nil
+
+	output, err := registry.BuildModule(ctx, module.ConfigItem{ID: module.DerivedDailySummary})
+	if err != nil {
+		t.Fatalf("BuildModule() error = %v", err)
+	}
+	value := moduleValue[DerivedDailySummaryModule](t, output)
+
+	if value.HighTempF == nil || *value.HighTempF != 96 || value.LowTempF == nil || *value.LowTempF != 31 {
+		t.Fatalf("daily temperatures = %#v/%#v, want fallback 96/31", value.HighTempF, value.LowTempF)
+	}
+	if value.DailyPrecipitationProbability == nil || *value.DailyPrecipitationProbability != 80 {
+		t.Fatalf("DailyPrecipitationProbability = %#v, want hourly fallback 80", value.DailyPrecipitationProbability)
+	}
+	if len(value.DominantConditions) == 0 || !containsString(value.DominantConditions, "Thunderstorms with gusty wind") {
+		t.Fatalf("DominantConditions = %#v, want fallback daypart conditions", value.DominantConditions)
+	}
+}
+
+func TestPrecipTimingModuleHandlesRainyAndDryForecasts(t *testing.T) {
+	registry := MustDefaultModuleRegistry()
+	ctx := derivedModuleContext(report.Daily)
+
+	output, err := registry.BuildModule(ctx, module.ConfigItem{ID: module.PrecipTiming})
+	if err != nil {
+		t.Fatalf("BuildModule(rainy) error = %v", err)
+	}
+	rainy := moduleValue[PrecipTimingModule](t, output)
+	if rainy.MaxPopPercent == nil || *rainy.MaxPopPercent != 80 || rainy.MaxPopTime != "12 PM" || rainy.ProbabilityThreshold != forecast.DefaultPrecipWindowProbabilityThreshold || !rainy.ThunderMentioned {
+		t.Fatalf("rainy precip timing = %#v, want peak, threshold, and thunder", rainy)
+	}
+	if len(rainy.PrecipitationWindows) != 2 {
+		t.Fatalf("rainy precipitation windows = %#v, want two windows", rainy.PrecipitationWindows)
+	}
+	if rainy.PrecipitationWindows[0].PeriodBegins != "2026-05-29 at 8:00 AM" || rainy.PrecipitationWindows[0].PeriodBeginsHourLabel != "8:00 AM" || rainy.PrecipitationWindows[0].PeriodEnds != "2026-05-29 at 9:00 AM" || rainy.PrecipitationWindows[0].PeriodEndsHourLabel != "9:00 AM" || rainy.PrecipitationWindows[0].MaxPopPercent == nil || *rainy.PrecipitationWindows[0].MaxPopPercent != 60 || rainy.PrecipitationWindows[0].MaxPopHourLabel != "8:00 AM" {
+		t.Fatalf("first precipitation window = %#v, want 8-9 AM at 60%%", rainy.PrecipitationWindows[0])
+	}
+	if rainy.PrecipitationWindows[0].PrecipitationType != "showers" || rainy.PrecipitationWindows[0].ExpectationPhrase != "Showers likely." {
+		t.Fatalf("first precipitation window phrase = %#v, want showers likely", rainy.PrecipitationWindows[0])
+	}
+	if rainy.PrecipitationWindows[1].PeriodBegins != "2026-05-29 at 12:00 PM" || rainy.PrecipitationWindows[1].PeriodBeginsHourLabel != "12:00 PM" || rainy.PrecipitationWindows[1].PeriodEnds != "2026-05-29 at 2:00 PM" || rainy.PrecipitationWindows[1].PeriodEndsHourLabel != "2:00 PM" || rainy.PrecipitationWindows[1].MaxPopPercent == nil || *rainy.PrecipitationWindows[1].MaxPopPercent != 80 || rainy.PrecipitationWindows[1].MaxPopHourLabel != "12:00 PM" {
+		t.Fatalf("second precipitation window = %#v, want noon-2 PM at 80%%", rainy.PrecipitationWindows[1])
+	}
+	if rainy.PrecipitationWindows[1].PrecipitationType != "showers and thunderstorms" || rainy.PrecipitationWindows[1].ExpectationPhrase != "Expect showers and thunderstorms." {
+		t.Fatalf("second precipitation window phrase = %#v, want expect showers and thunderstorms", rainy.PrecipitationWindows[1])
+	}
+	data, err := json.Marshal(output.Value)
+	if err != nil {
+		t.Fatalf("marshal precip timing: %v", err)
+	}
+	if !strings.Contains(string(data), "precipitation_windows") || !strings.Contains(string(data), "probability_threshold") || !strings.Contains(string(data), "period_begins_hour_label") || !strings.Contains(string(data), "max_pop_hour_label") {
+		t.Fatalf("precip timing json = %s, want threshold and windows", string(data))
+	}
+	if !strings.Contains(string(data), "precipitation_type") || !strings.Contains(string(data), "expectation_phrase") {
+		t.Fatalf("precip timing json = %s, want precipitation type and expectation phrase", string(data))
+	}
+	if strings.Contains(string(data), `"start"`) || strings.Contains(string(data), `"end"`) {
+		t.Fatalf("precip timing json = %s, want period_begins/period_ends instead of start/end", string(data))
+	}
+	if strings.Contains(string(data), "first_precip_hour") || strings.Contains(string(data), "last_precip_hour") {
+		t.Fatalf("precip timing json = %s, want no ambiguous first/last fields", string(data))
+	}
+
+	ctx.Derived.PrecipTiming = forecast.BuildPrecipTiming([]weatherdata.ForecastPeriod{derivedHour("2026-05-29T10:00:00-05:00", "Sunny", 0, 70, nil, 5)})
+	output, err = registry.BuildModule(ctx, module.ConfigItem{ID: module.PrecipTiming})
+	if err != nil {
+		t.Fatalf("BuildModule(dry) error = %v", err)
+	}
+	dry := moduleValue[PrecipTimingModule](t, output)
+	if len(dry.PrecipitationWindows) != 0 || dry.ThunderMentioned {
+		t.Fatalf("dry precip timing = %#v, want no precip windows and no thunder", dry)
+	}
+	if dry.MaxPopPercent == nil || *dry.MaxPopPercent != 0 {
+		t.Fatalf("dry MaxPopPercent = %#v, want checked zero", dry.MaxPopPercent)
+	}
+}
+
+func TestPrecipTimingModuleBuildsExpectationPhrases(t *testing.T) {
+	now := mustParseModuleTime("2026-05-29T08:00:00-05:00")
+	tests := []struct {
+		name         string
+		maxPop       float64
+		descriptions []string
+		wantType     string
+		wantPhrase   string
+	}{
+		{
+			name:         "chance lower bound",
+			maxPop:       40,
+			descriptions: []string{"Scattered showers"},
+			wantType:     "showers",
+			wantPhrase:   "Chance of showers.",
+		},
+		{
+			name:         "chance upper bound",
+			maxPop:       49,
+			descriptions: []string{"Rain possible"},
+			wantType:     "rain",
+			wantPhrase:   "Chance of rain.",
+		},
+		{
+			name:         "likely lower bound",
+			maxPop:       50,
+			descriptions: []string{"Drizzle"},
+			wantType:     "drizzle",
+			wantPhrase:   "Drizzle likely.",
+		},
+		{
+			name:         "likely upper bound",
+			maxPop:       69,
+			descriptions: []string{"Freezing rain"},
+			wantType:     "freezing rain",
+			wantPhrase:   "Freezing rain likely.",
+		},
+		{
+			name:         "expect lower bound",
+			maxPop:       70,
+			descriptions: []string{"Snow"},
+			wantType:     "snow",
+			wantPhrase:   "Expect snow.",
+		},
+		{
+			name:         "showers and thunderstorms preferred",
+			maxPop:       100,
+			descriptions: []string{"Showers likely", "Thunderstorms possible"},
+			wantType:     "showers and thunderstorms",
+			wantPhrase:   "Expect showers and thunderstorms.",
+		},
+		{
+			name:         "thunderstorms only",
+			maxPop:       80,
+			descriptions: []string{"Thunderstorms"},
+			wantType:     "thunderstorms",
+			wantPhrase:   "Expect thunderstorms.",
+		},
+		{
+			name:         "unknown fallback",
+			maxPop:       95,
+			descriptions: []string{"Unsettled conditions"},
+			wantType:     "precipitation",
+			wantPhrase:   "Expect precipitation.",
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			value := precipTimingValue(forecast.PrecipTiming{
+				ProbabilityThreshold: forecast.DefaultPrecipWindowProbabilityThreshold,
+				PrecipitationWindows: []forecast.PrecipitationWindow{
+					{
+						Start: now,
+						MaxPrecipitationProbability: forecast.TimedValue{
+							Value: tt.maxPop,
+							Time:  now,
+						},
+						ProbabilityThreshold: forecast.DefaultPrecipWindowProbabilityThreshold,
+						TextDescriptions:     tt.descriptions,
+					},
+				},
+			}, "America/Chicago")
+			if len(value.PrecipitationWindows) != 1 {
+				t.Fatalf("PrecipitationWindows = %#v, want one window", value.PrecipitationWindows)
+			}
+			window := value.PrecipitationWindows[0]
+			if window.PrecipitationType != tt.wantType || window.ExpectationPhrase != tt.wantPhrase {
+				t.Fatalf("window = %#v, want type %q and phrase %q", window, tt.wantType, tt.wantPhrase)
+			}
+		})
+	}
+}
+
+func TestPrecipTimingModuleUsesDerivedTimingWithoutDaypartSummaries(t *testing.T) {
+	registry := MustDefaultModuleRegistry()
+	ctx := derivedModuleContext(report.Hourly)
+	ctx.Derived.DailySummaries = nil
+	ctx.Derived.DaypartSummaries = nil
+
+	output, err := registry.BuildModule(ctx, module.ConfigItem{ID: module.PrecipTiming})
+	if err != nil {
+		t.Fatalf("BuildModule() error = %v", err)
+	}
+	value := moduleValue[PrecipTimingModule](t, output)
+	if value.MaxPopPercent == nil || *value.MaxPopPercent != 80 || len(value.PrecipitationWindows) != 2 {
+		t.Fatalf("precip timing = %#v, want derived timing without daypart summaries", value)
+	}
+}
+
+func TestDerivedDaypartSummariesExposeConfiguredKeysAndHazards(t *testing.T) {
+	registry := MustDefaultModuleRegistry()
+	ctx := derivedModuleContext(report.Daily)
+
+	output, err := registry.BuildModule(ctx, module.ConfigItem{ID: module.DerivedDaypartSummaries})
+	if err != nil {
+		t.Fatalf("BuildModule() error = %v", err)
+	}
+	value := moduleValue[map[string]DerivedDaypartSummaryModule](t, output)
+
+	morning, ok := value["morning"]
+	if !ok {
+		t.Fatalf("daypart keys = %#v, want configured morning key", value)
+	}
+	if morning.TempRangeF != "58" || morning.MaxPopPercent == nil || *morning.MaxPopPercent != 60 {
+		t.Fatalf("morning = %#v, want temp range and precip peak", morning)
+	}
+	if morning.DisplayName != "Morning" || morning.DominantConditionLower != "showers" || morning.DominantConditionDisplay != "Showers" || morning.TemperaturePhraseF != "upper 50s" || morning.TemperatureTrend != "steady" || morning.TemperatureSteadyPhraseF != "upper 50s" || !morning.MentionPrecipitation || morning.MaxPopTimeLabel != "6:00 AM" {
+		t.Fatalf("morning presentation fields = %#v, want display facts for template composition", morning)
+	}
+	if morning.Date != "2026-05-29" || morning.PeriodBegins != "2026-05-29 at 6:00 AM" || morning.PeriodEnds != "2026-05-29 at 12:00 PM" {
+		t.Fatalf("morning period = %q/%q/%q, want friendly local date and period labels", morning.Date, morning.PeriodBegins, morning.PeriodEnds)
+	}
+	overnight := value["overnight"]
+	if overnight.MentionPrecipitation {
+		t.Fatalf("overnight MentionPrecipitation = true, want false below threshold")
+	}
+	afternoon := value["afternoon"]
+	if !afternoon.Heat || !afternoon.Wind || afternoon.MaxWindGustMph == nil || *afternoon.MaxWindGustMph != 42 {
+		t.Fatalf("afternoon = %#v, want heat and wind hazard values", afternoon)
+	}
+	if !overnight.Cold {
+		t.Fatalf("overnight = %#v, want cold hazard", overnight)
+	}
+	data, err := json.Marshal(output.Value)
+	if err != nil {
+		t.Fatalf("marshal daypart summaries: %v", err)
+	}
+	jsonText := string(data)
+	for _, field := range []string{"date", "display_name", "period_begins", "period_ends", "temp_range_f", "temperature_phrase_f", "temperature_trend", "temperature_steady_phrase_f", "max_pop_percent", "max_pop_time_label", "mention_precipitation", "max_wind_gust_mph", "dominant_condition", "dominant_condition_lower", "dominant_condition_display"} {
+		if !strings.Contains(jsonText, field) {
+			t.Fatalf("daypart json = %s, want field %s", jsonText, field)
+		}
+	}
+	if strings.Contains(jsonText, `"period":`) || strings.Contains(jsonText, `T06:00:00`) {
+		t.Fatalf("daypart json = %s, want friendly period label instead of raw timestamps", jsonText)
+	}
+}
+
+func TestDerivedDaypartSummariesPromptExportOmitsTemplateHelpers(t *testing.T) {
+	registry := MustDefaultModuleRegistry()
+	ctx := derivedModuleContext(report.Daily)
+
+	output, err := registry.BuildModule(ctx, module.ConfigItem{ID: module.DerivedDaypartSummaries})
+	if err != nil {
+		t.Fatalf("BuildModule() error = %v", err)
+	}
+	richText := mustMarshalModuleJSON(t, output.Value)
+	for _, field := range []string{"temperature_phrase_f", "dominant_condition_lower", "dominant_condition_display", "max_pop_time_label"} {
+		if !strings.Contains(richText, field) {
+			t.Fatalf("rich daypart json = %s, want helper field %s", richText, field)
+		}
+	}
+
+	prompt := moduleDataPackageValue[map[string]DerivedDaypartSummaryPromptExport](t, output)
+	morning, ok := prompt["morning"]
+	if !ok {
+		t.Fatalf("daypart prompt keys = %#v, want morning", prompt)
+	}
+	if morning.Date != "2026-05-29" || morning.DisplayName != "Morning" || morning.PeriodBegins != "2026-05-29 at 6:00 AM" || morning.PeriodEnds != "2026-05-29 at 12:00 PM" {
+		t.Fatalf("morning prompt period = %#v, want date/display/period labels", morning)
+	}
+	if morning.TempRangeF != "58" || morning.MaxPopPercent == nil || *morning.MaxPopPercent != 60 || morning.MaxPopTime != "6:00 AM" || !morning.MentionPrecipitation {
+		t.Fatalf("morning prompt precip/temp = %#v, want factual prompt fields with friendly max pop time", morning)
+	}
+	if morning.DominantCondition != "Showers" || morning.TemperatureTrend != "steady" || morning.TemperatureSteadyPhraseF != "upper 50s" {
+		t.Fatalf("morning prompt condition/trend = %#v, want condition and trend fields", morning)
+	}
+	if len(morning.NotableConditions) == 0 || morning.NotableConditions[0] != "Showers" {
+		t.Fatalf("morning prompt notable conditions = %#v, want copied conditions", morning.NotableConditions)
+	}
+	afternoon := prompt["afternoon"]
+	if !afternoon.Heat || !afternoon.Wind || afternoon.MaxWindGustMph == nil || *afternoon.MaxWindGustMph != 42 || afternoon.RelevantAlertCount != 1 {
+		t.Fatalf("afternoon prompt = %#v, want hazard, wind, and alert fields", afternoon)
+	}
+
+	promptText := mustMarshalModuleJSON(t, output.DataPackageValue())
+	for _, field := range []string{"date", "display_name", "period_begins", "period_ends", "temp_range_f", "max_pop_percent", "max_pop_time", "mention_precipitation", "max_wind_gust_mph", "dominant_condition", "temperature_trend", "temperature_steady_phrase_f", "notable_conditions", "relevant_alert_count"} {
+		if !strings.Contains(promptText, field) {
+			t.Fatalf("daypart prompt json = %s, want field %s", promptText, field)
+		}
+	}
+	for _, field := range []string{"temperature_phrase_f", "dominant_condition_lower", "dominant_condition_display", "max_pop_time_label"} {
+		if strings.Contains(promptText, field) {
+			t.Fatalf("daypart prompt json = %s, want omitted helper field %s", promptText, field)
+		}
+	}
+}
+
+func TestDerivedDaypartPromptExportTemperatureTrends(t *testing.T) {
+	tests := []struct {
+		name       string
+		temps      []float64
+		wantTrend  string
+		wantStart  string
+		wantEnd    string
+		wantPeak   string
+		wantSteady string
+	}{
+		{
+			name:      "rising",
+			temps:     []float64{58, 68},
+			wantTrend: "rising",
+			wantStart: "upper 50s",
+			wantEnd:   "upper 60s",
+		},
+		{
+			name:      "falling",
+			temps:     []float64{65, 58},
+			wantTrend: "falling",
+			wantStart: "mid 60s",
+			wantEnd:   "upper 50s",
+		},
+		{
+			name:      "peaking",
+			temps:     []float64{62, 78, 65},
+			wantTrend: "peaking",
+			wantPeak:  "upper 70s",
+		},
+		{
+			name:       "steady",
+			temps:      []float64{77, 78},
+			wantTrend:  "steady",
+			wantSteady: "upper 70s",
+		},
+	}
+
+	for _, test := range tests {
+		t.Run(test.name, func(t *testing.T) {
+			rich := derivedDaypartSummaryValue(derivedDaypartWithTemperatures(test.name, "2026-05-29T12:00:00-05:00", "sunny", test.temps...), "America/Chicago")
+			prompt := derivedDaypartSummaryPromptValue(rich)
+			if prompt.TemperatureTrend != test.wantTrend ||
+				prompt.TemperatureStartPhraseF != test.wantStart ||
+				prompt.TemperatureEndPhraseF != test.wantEnd ||
+				prompt.TemperaturePeakPhraseF != test.wantPeak ||
+				prompt.TemperatureSteadyPhraseF != test.wantSteady {
+				t.Fatalf("prompt temperature presentation = %#v", prompt)
+			}
+		})
+	}
+}
+
+func TestDerivedDaypartPromptExportMaxPopTimeFallback(t *testing.T) {
+	withLabel := derivedDaypartSummaryPromptValue(DerivedDaypartSummaryModule{
+		MaxPopTime:      "6 AM",
+		MaxPopTimeLabel: "6:00 AM",
+	})
+	if withLabel.MaxPopTime != "6:00 AM" {
+		t.Fatalf("MaxPopTime with label = %q, want friendly label", withLabel.MaxPopTime)
+	}
+
+	withoutLabel := derivedDaypartSummaryPromptValue(DerivedDaypartSummaryModule{
+		MaxPopTime: "6 AM",
+	})
+	if withoutLabel.MaxPopTime != "6 AM" {
+		t.Fatalf("MaxPopTime without label = %q, want fallback time", withoutLabel.MaxPopTime)
+	}
+}
+
+func TestDerivedDaypartTemperaturePresentationFields(t *testing.T) {
+	tests := []struct {
+		name       string
+		temps      []float64
+		wantTrend  string
+		wantStart  string
+		wantEnd    string
+		wantPeak   string
+		wantSteady string
+	}{
+		{
+			name:      "rising",
+			temps:     []float64{58, 68},
+			wantTrend: "rising",
+			wantStart: "upper 50s",
+			wantEnd:   "upper 60s",
+		},
+		{
+			name:      "falling",
+			temps:     []float64{65, 58},
+			wantTrend: "falling",
+			wantStart: "mid 60s",
+			wantEnd:   "upper 50s",
+		},
+		{
+			name:      "peaking",
+			temps:     []float64{62, 78, 65},
+			wantTrend: "peaking",
+			wantPeak:  "upper 70s",
+		},
+		{
+			name:       "steady same band",
+			temps:      []float64{77, 78},
+			wantTrend:  "steady",
+			wantSteady: "upper 70s",
+		},
+	}
+
+	for _, test := range tests {
+		t.Run(test.name, func(t *testing.T) {
+			summary := derivedDaypartWithTemperatures("afternoon", "2026-05-29T12:00:00-05:00", "sunny", test.temps...)
+			value := derivedDaypartSummaryValue(summary, "America/Chicago")
+			if value.DominantConditionDisplay != "Sunny" {
+				t.Fatalf("DominantConditionDisplay = %q, want Sunny", value.DominantConditionDisplay)
+			}
+			if value.TemperatureTrend != test.wantTrend ||
+				value.TemperatureStartPhraseF != test.wantStart ||
+				value.TemperatureEndPhraseF != test.wantEnd ||
+				value.TemperaturePeakPhraseF != test.wantPeak ||
+				value.TemperatureSteadyPhraseF != test.wantSteady {
+				t.Fatalf("temperature presentation = %#v", value)
+			}
+		})
+	}
+}
+
+func TestTemperaturePhraseF(t *testing.T) {
+	tests := []struct {
+		name  string
+		value forecast.Range
+		want  string
+	}{
+		{
+			name:  "single low band",
+			value: forecast.Range{Min: floatPtr(71), Max: floatPtr(73)},
+			want:  "low 70s",
+		},
+		{
+			name:  "single upper value",
+			value: forecast.Range{Min: floatPtr(68), Max: floatPtr(68)},
+			want:  "upper 60s",
+		},
+		{
+			name:  "range across bands",
+			value: forecast.Range{Min: floatPtr(68), Max: floatPtr(75)},
+			want:  "upper 60s to mid 70s",
+		},
+		{
+			name:  "max only",
+			value: forecast.Range{Max: floatPtr(84)},
+			want:  "mid 80s",
+		},
+		{
+			name:  "empty",
+			value: forecast.Range{},
+			want:  "",
+		},
+	}
+	for _, test := range tests {
+		t.Run(test.name, func(t *testing.T) {
+			if got := temperaturePhraseF(test.value); got != test.want {
+				t.Fatalf("temperaturePhraseF() = %q, want %q", got, test.want)
+			}
+		})
+	}
+}
+
+func TestOutdoorWindowsAndTomorrowPlanningModulesPreserveDailyContent(t *testing.T) {
+	registry := MustDefaultModuleRegistry()
+	ctx := derivedModuleContext(report.Tomorrow)
+
+	outdoorOutput, err := registry.BuildModule(ctx, module.ConfigItem{ID: module.OutdoorWindows})
+	if err != nil {
+		t.Fatalf("BuildModule(outdoor windows) error = %v", err)
+	}
+	outdoor := moduleValue[OutdoorWindowsModule](t, outdoorOutput)
+	if outdoor.Best == nil || outdoor.Worst == nil {
+		t.Fatalf("outdoor windows = %#v, want best and worst", outdoor)
+	}
+	if outdoor.Best.Daypart != "overnight" || outdoor.Worst.Daypart != "afternoon" {
+		t.Fatalf("outdoor windows = %#v, want quiet overnight and stormy afternoon", outdoor)
+	}
+	if outdoor.Best.PeriodBegins != "2026-05-29 at 12:00 AM" || outdoor.Best.PeriodEnds != "2026-05-29 at 6:00 AM" {
+		t.Fatalf("best outdoor period = %#v, want overnight period labels", outdoor.Best)
+	}
+	if outdoor.Worst.PeriodBegins != "2026-05-29 at 12:00 PM" || outdoor.Worst.PeriodEnds != "2026-05-29 at 6:00 PM" {
+		t.Fatalf("worst outdoor period = %#v, want afternoon period labels", outdoor.Worst)
+	}
+
+	planningOutput, err := registry.BuildModule(ctx, module.ConfigItem{ID: module.TomorrowPlanning})
+	if err != nil {
+		t.Fatalf("BuildModule(tomorrow planning) error = %v", err)
+	}
+	planning := moduleValue[TomorrowPlanningModule](t, planningOutput)
+	if len(planning.MorningReadiness) == 0 || len(planning.CommuteSchoolWorkdayConcerns) == 0 || len(planning.OvernightChangeWatch) == 0 {
+		t.Fatalf("tomorrow planning = %#v, want daily planning notes", planning)
+	}
+	data, err := json.Marshal(planningOutput.Value)
+	if err != nil {
+		t.Fatalf("marshal tomorrow planning: %v", err)
+	}
+	if !strings.Contains(string(data), "morning_readiness") || strings.Contains(string(data), "morningReadiness") {
+		t.Fatalf("tomorrow planning json = %s, want snake_case fields", string(data))
+	}
+}
+
+func TestDailyPlanningModulePackagesPlanningFields(t *testing.T) {
+	registry := MustDefaultModuleRegistry()
+	ctx := dailyModuleContext()
+
+	output, err := registry.BuildModule(ctx, module.ConfigItem{ID: module.DailyPlanning})
+	if err != nil {
+		t.Fatalf("BuildModule(daily planning) error = %v", err)
+	}
+	if output.ID != module.DailyPlanning || output.StanzaName != "daily_planning" {
+		t.Fatalf("output = %#v, want daily planning stanza", output)
+	}
+	planning := moduleValue[DailyPlanningModule](t, output)
+	if len(planning.MorningReadiness) == 0 ||
+		len(planning.CommuteSchoolWorkdayConcerns) == 0 ||
+		len(planning.OvernightChangeWatch) == 0 {
+		t.Fatalf("daily planning = %#v, want populated planning fields", planning)
+	}
+	if !containsString(planning.MorningReadiness, "Morning precipitation chance peaks near 60%.") {
+		t.Fatalf("MorningReadiness = %#v, want precipitation readiness note", planning.MorningReadiness)
+	}
+	if !containsString(planning.CommuteSchoolWorkdayConcerns, "Afternoon alert overlap needs attention.") {
+		t.Fatalf("CommuteSchoolWorkdayConcerns = %#v, want alert-overlap concern", planning.CommuteSchoolWorkdayConcerns)
+	}
+	if !containsString(planning.OvernightChangeWatch, "Watch for forecast timing or intensity adjustments overnight.") {
+		t.Fatalf("OvernightChangeWatch = %#v, want overnight fallback note", planning.OvernightChangeWatch)
+	}
+	data, err := json.Marshal(output.Value)
+	if err != nil {
+		t.Fatalf("marshal daily planning: %v", err)
+	}
+	jsonText := string(data)
+	for _, field := range []string{"morning_readiness", "commute_school_workday_concerns", "overnight_change_watch"} {
+		if !strings.Contains(jsonText, field) {
+			t.Fatalf("daily planning json = %s, want field %s", jsonText, field)
+		}
+	}
+	if strings.Contains(jsonText, "tomorrow_planning") || strings.Contains(jsonText, "morningReadiness") {
+		t.Fatalf("daily planning json = %s, want daily snake_case fields only", jsonText)
+	}
+}
+
+func TestDailyPlanningModuleRejectsUnsupportedReports(t *testing.T) {
+	registry := MustDefaultModuleRegistry()
+	for _, id := range []report.ID{report.Today, report.Tomorrow, report.Hourly} {
+		t.Run(string(id), func(t *testing.T) {
+			ctx := derivedModuleContext(id)
+			_, err := registry.BuildModule(ctx, module.ConfigItem{ID: module.DailyPlanning})
+			if err == nil || !strings.Contains(err.Error(), `module "daily_planning" is not compatible with report`) {
+				t.Fatalf("BuildModule(%s) error = %v, want incompatible report", id, err)
+			}
+		})
+	}
+}
+
+func TestDailyPlanningModuleHandlesMissingDailySummary(t *testing.T) {
+	registry := MustDefaultModuleRegistry()
+	ctx := dailyModuleContext()
+	ctx.Derived.DailySummaries = nil
+
+	output, err := registry.BuildModule(ctx, module.ConfigItem{ID: module.DailyPlanning})
+	if err != nil {
+		t.Fatalf("BuildModule(daily planning) error = %v", err)
+	}
+	planning := moduleValue[DailyPlanningModule](t, output)
+	if len(planning.MorningReadiness) != 0 ||
+		len(planning.CommuteSchoolWorkdayConcerns) != 0 ||
+		len(planning.OvernightChangeWatch) != 0 {
+		t.Fatalf("daily planning = %#v, want empty output without daily summary", planning)
+	}
+}
+
+func TestTodayPlanningModulePackagesPlanningFields(t *testing.T) {
+	registry := MustDefaultModuleRegistry()
+	ctx := todayModuleContext()
+
+	output, err := registry.BuildModule(ctx, module.ConfigItem{ID: module.TodayPlanning})
+	if err != nil {
+		t.Fatalf("BuildModule(today planning) error = %v", err)
+	}
+	if output.ID != module.TodayPlanning || output.StanzaName != "today_planning" {
+		t.Fatalf("output = %#v, want today planning stanza", output)
+	}
+	planning := moduleValue[TodayPlanningModule](t, output)
+	if len(planning.MorningReadiness) == 0 ||
+		len(planning.CommuteSchoolWorkdayConcerns) == 0 ||
+		len(planning.OutdoorPlanning) == 0 ||
+		len(planning.LateDayChangeWatch) == 0 {
+		t.Fatalf("today planning = %#v, want populated planning fields", planning)
+	}
+	if !containsString(planning.MorningReadiness, "Morning precipitation chance peaks near 60%.") {
+		t.Fatalf("MorningReadiness = %#v, want precipitation readiness note", planning.MorningReadiness)
+	}
+	if !containsString(planning.OutdoorPlanning, "Best outdoor window: Overnight (cold risk).") ||
+		!containsString(planning.OutdoorPlanning, "Toughest outdoor window: Afternoon (high precipitation chance, gusty wind, alert overlap, heat risk).") {
+		t.Fatalf("OutdoorPlanning = %#v, want deterministic best and toughest windows", planning.OutdoorPlanning)
+	}
+	if !containsString(planning.LateDayChangeWatch, "Afternoon precipitation timing may shift; current peak is near 80%.") {
+		t.Fatalf("LateDayChangeWatch = %#v, want late-day change note", planning.LateDayChangeWatch)
+	}
+	data, err := json.Marshal(output.Value)
+	if err != nil {
+		t.Fatalf("marshal today planning: %v", err)
+	}
+	jsonText := string(data)
+	for _, field := range []string{"morning_readiness", "commute_school_workday_concerns", "outdoor_planning", "late_day_change_watch"} {
+		if !strings.Contains(jsonText, field) {
+			t.Fatalf("today planning json = %s, want field %s", jsonText, field)
+		}
+	}
+	if strings.Contains(jsonText, "morningReadiness") || strings.Contains(jsonText, "lateDayChangeWatch") {
+		t.Fatalf("today planning json = %s, want snake_case fields", jsonText)
+	}
+}
+
+func TestTodayPlanningModuleRejectsUnsupportedReports(t *testing.T) {
+	registry := MustDefaultModuleRegistry()
+	for _, id := range []report.ID{report.Tomorrow, report.Daily} {
+		t.Run(string(id), func(t *testing.T) {
+			ctx := derivedModuleContext(id)
+			_, err := registry.BuildModule(ctx, module.ConfigItem{ID: module.TodayPlanning})
+			if err == nil || !strings.Contains(err.Error(), `module "today_planning" is not compatible with report`) {
+				t.Fatalf("BuildModule(%s) error = %v, want incompatible report", id, err)
+			}
+		})
+	}
+}
+
+func TestTodayPlanningModuleHandlesMissingDailySummary(t *testing.T) {
+	registry := MustDefaultModuleRegistry()
+	ctx := todayModuleContext()
+	ctx.Derived.DailySummaries = nil
+
+	output, err := registry.BuildModule(ctx, module.ConfigItem{ID: module.TodayPlanning})
+	if err != nil {
+		t.Fatalf("BuildModule(today planning) error = %v", err)
+	}
+	planning := moduleValue[TodayPlanningModule](t, output)
+	if len(planning.MorningReadiness) != 0 ||
+		len(planning.CommuteSchoolWorkdayConcerns) != 0 ||
+		len(planning.OutdoorPlanning) != 0 ||
+		len(planning.LateDayChangeWatch) != 0 {
+		t.Fatalf("today planning = %#v, want empty output without daily summary", planning)
+	}
+}
+
+func TestDerivedModulesHandleMissingData(t *testing.T) {
+	registry := MustDefaultModuleRegistry()
+	ctx := derivedModuleContext(report.Daily)
+	ctx.Derived.DailySummaries = nil
+	ctx.Derived.DaypartSummaries = nil
+
+	if _, err := registry.BuildModule(ctx, module.ConfigItem{ID: module.DerivedDailySummary}); err == nil {
+		t.Fatal("BuildModule(derived daily summary) error = nil, want required facts error")
+	}
+	if _, err := registry.BuildModule(ctx, module.ConfigItem{ID: module.DerivedDaypartSummaries}); err == nil {
+		t.Fatal("BuildModule(daypart summaries) error = nil, want required facts error")
+	}
+	output, err := registry.BuildModule(ctx, module.ConfigItem{ID: module.OutdoorWindows})
+	if err != nil {
+		t.Fatalf("BuildModule(outdoor windows) error = %v", err)
+	}
+	windows := moduleValue[OutdoorWindowsModule](t, output)
+	if windows.Best != nil || windows.Worst != nil {
+		t.Fatalf("outdoor windows = %#v, want empty output with missing dayparts", windows)
+	}
+}
+
+func derivedModuleContext(id report.ID) ModuleContext {
+	generatedAt := mustParseModuleTime("2026-05-29T08:00:00-05:00")
+	definition := report.DefaultRegistry().MustLookup(id)
+	summary := forecast.DailySummary{
+		Date: "2026-05-29",
+		Period: timeutil.Period{
+			Start: mustParseModuleTime("2026-05-29T00:00:00-05:00"),
+			End:   mustParseModuleTime("2026-05-30T00:00:00-05:00"),
+		},
+		Dayparts: []forecast.DaypartSummary{
+			derivedDaypart("overnight", "2026-05-29T00:00:00-05:00", "2026-05-29T06:00:00-05:00", "Clear and cold", 31, nil, 0, 5),
+			derivedDaypart("morning", "2026-05-29T06:00:00-05:00", "2026-05-29T12:00:00-05:00", "Showers", 58, nil, 60, 15),
+			derivedDaypart("afternoon", "2026-05-29T12:00:00-05:00", "2026-05-29T18:00:00-05:00", "Thunderstorms with gusty wind", 96, floatPtr(101), 80, 42),
+		},
+	}
+	hours := []weatherdata.ForecastPeriod{
+		derivedHour("2026-05-29T00:00:00-05:00", "Clear and cold", 0, 31, nil, 5),
+		derivedHour("2026-05-29T08:00:00-05:00", "Showers", 60, 58, nil, 15),
+		derivedHour("2026-05-29T09:00:00-05:00", "Dry break", 20, 62, nil, 10),
+		derivedHour("2026-05-29T12:00:00-05:00", "Thunderstorms with gusty wind", 80, 96, floatPtr(101), 42),
+		derivedHour("2026-05-29T13:00:00-05:00", "Heavy rain", 70, 82, nil, 30),
+		derivedHour("2026-05-29T14:00:00-05:00", "Drying out", 20, 78, nil, 12),
+	}
+	narrative := []weatherdata.ForecastPeriod{
+		{
+			Name:                              "Today",
+			StartTime:                         mustParseModuleTime("2026-05-29T06:00:00-05:00"),
+			EndTime:                           mustParseModuleTime("2026-05-29T18:00:00-05:00"),
+			IsDay:                             boolPtr(true),
+			TextDescription:                   "Morning storms, then partly sunny.",
+			TemperatureFMax:                   floatPtr(88),
+			ProbabilityOfPrecipitationPercent: floatPtr(55),
+		},
+		{
+			Name:                              "Tonight",
+			StartTime:                         mustParseModuleTime("2026-05-29T18:00:00-05:00"),
+			EndTime:                           mustParseModuleTime("2026-05-30T00:00:00-05:00"),
+			IsDay:                             boolPtr(false),
+			TextDescription:                   "Clouds linger tonight.",
+			TemperatureFMin:                   floatPtr(64),
+			ProbabilityOfPrecipitationPercent: floatPtr(30),
+		},
+	}
+	summary.Dayparts[2].AlertOverlaps = []forecast.AlertOverlap{{Event: "Severe Thunderstorm Watch"}}
+	summary.NarrativePeriods = append([]weatherdata.ForecastPeriod(nil), narrative...)
+	return ModuleContext{
+		Resolved: report.Resolved{
+			Definition:  definition,
+			GeneratedAt: generatedAt,
+			Timezone:    "America/Chicago",
+			ValidPeriod: summary.Period,
+		},
+		Collected: facts.CollectedFacts{
+			Narrative: &weatherdata.ForecastRun{
+				IssuedAt: mustParseModuleTime("2026-05-29T10:30:00-05:00"),
+				Product:  "narrative",
+				Periods:  append([]weatherdata.ForecastPeriod(nil), narrative...),
+			},
+		},
+		Derived: facts.DerivedFacts{
+			ValidPeriodHourlyPeriods:    hours,
+			ValidPeriodNarrativePeriods: narrative,
+			DailySummaries:              []forecast.DailySummary{summary},
+			DaypartSummaries:            append([]forecast.DaypartSummary(nil), summary.Dayparts...),
+			PrecipTiming:                forecast.BuildPrecipTiming(hours),
+		},
+		Units:    "us",
+		Timezone: "America/Chicago",
+	}
+}
+
+func todayModuleContext() ModuleContext {
+	ctx := derivedModuleContext(report.Daily)
+	ctx.Resolved.Definition = report.Definition{
+		ID:       report.Today,
+		Name:     "Today Report",
+		PromptID: "weather.today_generated_text",
+	}
+	return ctx
+}
+
+func dailyModuleContext() ModuleContext {
+	ctx := derivedModuleContext(report.Tomorrow)
+	ctx.Resolved.Definition = report.Definition{
+		ID:       report.Daily,
+		Name:     "Daily Report",
+		PromptID: "weather.daily_generated_text",
+	}
+	return ctx
+}
+
+func derivedDaypart(name string, start string, end string, text string, temperature float64, apparent *float64, precip float64, gust float64) forecast.DaypartSummary {
+	hour := derivedHour(start, text, precip, temperature, apparent, gust)
+	return forecast.SummarizeDaypart(name, timeutil.Period{
+		Start: mustParseModuleTime(start),
+		End:   mustParseModuleTime(end),
+	}, []weatherdata.ForecastPeriod{hour})
+}
+
+func derivedDaypartWithTemperatures(name string, start string, text string, temperatures ...float64) forecast.DaypartSummary {
+	startTime := mustParseModuleTime(start)
+	periods := make([]weatherdata.ForecastPeriod, 0, len(temperatures))
+	for index, temperature := range temperatures {
+		periodStart := startTime.Add(time.Duration(index) * time.Hour)
+		periods = append(periods, weatherdata.ForecastPeriod{
+			StartTime:       periodStart,
+			EndTime:         periodStart.Add(time.Hour),
+			TextDescription: text,
+			TemperatureF:    floatPtr(temperature),
+		})
+	}
+	return forecast.SummarizeDaypart(name, timeutil.Period{
+		Start: startTime,
+		End:   startTime.Add(time.Duration(len(temperatures)) * time.Hour),
+	}, periods)
+}
+
+func derivedHour(start string, text string, precip float64, temperature float64, apparent *float64, gust float64) weatherdata.ForecastPeriod {
+	startTime := mustParseModuleTime(start)
+	endTime := startTime.Add(time.Hour)
+	return weatherdata.ForecastPeriod{
+		StartTime:                         startTime,
+		EndTime:                           endTime,
+		TextDescription:                   text,
+		TemperatureF:                      floatPtr(temperature),
+		ApparentTemperatureF:              apparent,
+		ProbabilityOfPrecipitationPercent: floatPtr(precip),
+		WindGustMph:                       floatPtr(gust),
+	}
+}
+
+func floatPtr(value float64) *float64 {
+	return &value
+}
+
+func boolPtr(value bool) *bool {
+	return &value
+}
+
+func containsString(values []string, want string) bool {
+	for _, value := range values {
+		if value == want {
+			return true
+		}
+	}
+	return false
+}

internal/briefing/hourly_forecast_module.go

@@ -0,0 +1,247 @@
+package briefing
+
+import (
+	"strings"
+	"time"
+
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/module"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/timeutil"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/weatherdata"
+)
+
+const DefaultHourlyForecastPrecipMentionProbabilityThreshold = 20
+
+type HourlyForecastModule struct {
+	Product          string                 `json:"product,omitempty"`
+	IssuedAt         time.Time              `json:"issued_at,omitempty"`
+	UpdatedAt        *time.Time             `json:"updated_at,omitempty"`
+	SourceLocation   string                 `json:"source_location,omitempty"`
+	SourceLocationID string                 `json:"source_location_id,omitempty"`
+	Periods          []HourlyForecastPeriod `json:"periods,omitempty"`
+}
+
+type HourlyForecastPromptExport struct {
+	Product          string                       `json:"product,omitempty"`
+	IssuedAt         time.Time                    `json:"issued_at,omitempty"`
+	UpdatedAt        *time.Time                   `json:"updated_at,omitempty"`
+	SourceLocation   string                       `json:"source_location,omitempty"`
+	SourceLocationID string                       `json:"source_location_id,omitempty"`
+	Periods          []HourlyForecastPromptPeriod `json:"periods,omitempty"`
+}
+
+type HourlyForecastPeriod struct {
+	HourLabel                         string   `json:"hour_label,omitempty"`
+	PeriodBegins                      string   `json:"period_begins,omitempty"`
+	PeriodEnds                        string   `json:"period_ends,omitempty"`
+	Name                              string   `json:"name,omitempty"`
+	IsDay                             *bool    `json:"is_day,omitempty"`
+	ConditionCode                     *int     `json:"condition_code,omitempty"`
+	TextDescription                   string   `json:"text_description,omitempty"`
+	TextDescriptionLower              string   `json:"text_description_lower,omitempty"`
+	TemperatureC                      *float64 `json:"temperature_c,omitempty"`
+	TemperatureF                      *float64 `json:"temperature_f,omitempty"`
+	TemperatureCMin                   *float64 `json:"temperature_c_min,omitempty"`
+	TemperatureFMin                   *float64 `json:"temperature_f_min,omitempty"`
+	TemperatureCMax                   *float64 `json:"temperature_c_max,omitempty"`
+	TemperatureFMax                   *float64 `json:"temperature_f_max,omitempty"`
+	DewpointC                         *float64 `json:"dewpoint_c,omitempty"`
+	DewpointF                         *float64 `json:"dewpoint_f,omitempty"`
+	WindSpeedKmh                      *float64 `json:"wind_speed_kmh,omitempty"`
+	WindSpeedMph                      *float64 `json:"wind_speed_mph,omitempty"`
+	WindGustKmh                       *float64 `json:"wind_gust_kmh,omitempty"`
+	WindGustMph                       *float64 `json:"wind_gust_mph,omitempty"`
+	WindDirection                     string   `json:"wind_direction,omitempty"`
+	BarometricPressurePa              *float64 `json:"barometric_pressure_pa,omitempty"`
+	BarometricPressureInHg            *float64 `json:"barometric_pressure_in_hg,omitempty"`
+	VisibilityMeters                  *float64 `json:"visibility_meters,omitempty"`
+	VisibilityMiles                   *float64 `json:"visibility_miles,omitempty"`
+	ApparentTemperatureC              *float64 `json:"apparent_temperature_c,omitempty"`
+	ApparentTemperatureF              *float64 `json:"apparent_temperature_f,omitempty"`
+	CloudCoverPercent                 *float64 `json:"cloud_cover_percent,omitempty"`
+	ProbabilityOfPrecipitationPercent *float64 `json:"probability_of_precipitation_percent,omitempty"`
+	MentionPrecipitation              bool     `json:"mention_precipitation,omitempty"`
+	PrecipitationAmountMm             *float64 `json:"precipitation_amount_mm,omitempty"`
+	PrecipitationAmountIn             *float64 `json:"precipitation_amount_in,omitempty"`
+	SnowfallDepthMM                   *float64 `json:"snowfall_depth_mm,omitempty"`
+	SnowfallDepthIn                   *float64 `json:"snowfall_depth_in,omitempty"`
+	UVIndex                           *float64 `json:"uv_index,omitempty"`
+	RelativeHumidityPercent           *float64 `json:"relative_humidity_percent,omitempty"`
+}
+
+type HourlyForecastPromptPeriod struct {
+	PeriodBegins                      string   `json:"period_begins,omitempty"`
+	PeriodEnds                        string   `json:"period_ends,omitempty"`
+	Name                              string   `json:"name,omitempty"`
+	IsDay                             *bool    `json:"is_day,omitempty"`
+	ConditionCode                     *int     `json:"condition_code,omitempty"`
+	TextDescription                   string   `json:"text_description,omitempty"`
+	TemperatureC                      *float64 `json:"temperature_c,omitempty"`
+	TemperatureF                      *float64 `json:"temperature_f,omitempty"`
+	TemperatureCMin                   *float64 `json:"temperature_c_min,omitempty"`
+	TemperatureFMin                   *float64 `json:"temperature_f_min,omitempty"`
+	TemperatureCMax                   *float64 `json:"temperature_c_max,omitempty"`
+	TemperatureFMax                   *float64 `json:"temperature_f_max,omitempty"`
+	DewpointC                         *float64 `json:"dewpoint_c,omitempty"`
+	DewpointF                         *float64 `json:"dewpoint_f,omitempty"`
+	WindSpeedKmh                      *float64 `json:"wind_speed_kmh,omitempty"`
+	WindSpeedMph                      *float64 `json:"wind_speed_mph,omitempty"`
+	WindGustKmh                       *float64 `json:"wind_gust_kmh,omitempty"`
+	WindGustMph                       *float64 `json:"wind_gust_mph,omitempty"`
+	WindDirection                     string   `json:"wind_direction,omitempty"`
+	BarometricPressurePa              *float64 `json:"barometric_pressure_pa,omitempty"`
+	BarometricPressureInHg            *float64 `json:"barometric_pressure_in_hg,omitempty"`
+	VisibilityMeters                  *float64 `json:"visibility_meters,omitempty"`
+	VisibilityMiles                   *float64 `json:"visibility_miles,omitempty"`
+	ApparentTemperatureC              *float64 `json:"apparent_temperature_c,omitempty"`
+	ApparentTemperatureF              *float64 `json:"apparent_temperature_f,omitempty"`
+	CloudCoverPercent                 *float64 `json:"cloud_cover_percent,omitempty"`
+	ProbabilityOfPrecipitationPercent *float64 `json:"probability_of_precipitation_percent,omitempty"`
+	PrecipitationAmountMm             *float64 `json:"precipitation_amount_mm,omitempty"`
+	PrecipitationAmountIn             *float64 `json:"precipitation_amount_in,omitempty"`
+	SnowfallDepthMM                   *float64 `json:"snowfall_depth_mm,omitempty"`
+	SnowfallDepthIn                   *float64 `json:"snowfall_depth_in,omitempty"`
+	UVIndex                           *float64 `json:"uv_index,omitempty"`
+	RelativeHumidityPercent           *float64 `json:"relative_humidity_percent,omitempty"`
+}
+
+func buildHourlyForecastModule(ctx ModuleContext, _ any) (*module.Output, error) {
+	hourly := ctx.Collected.Hourly
+	if hourly == nil || len(ctx.Derived.ValidPeriodHourlyPeriods) == 0 {
+		return nil, nil
+	}
+	value := HourlyForecastModule{
+		Product:          hourly.Product,
+		IssuedAt:         hourly.IssuedAt,
+		UpdatedAt:        copyTime(hourly.UpdatedAt),
+		SourceLocation:   hourly.LocationName,
+		SourceLocationID: hourly.LocationID,
+		Periods:          hourlyForecastPeriods(ctx.Derived.ValidPeriodHourlyPeriods, ctx.Timezone),
+	}
+	if value.isEmpty() {
+		return nil, nil
+	}
+	return &module.Output{ID: module.HourlyForecast, StanzaName: "hourly_forecast", Value: value}, nil
+}
+
+func exportHourlyForecastPromptValue(value any) (any, error) {
+	rich, ok := value.(HourlyForecastModule)
+	if !ok {
+		return nil, unexpectedPromptExportValue(value, HourlyForecastModule{})
+	}
+	return HourlyForecastPromptExport{
+		Product:          rich.Product,
+		IssuedAt:         rich.IssuedAt,
+		UpdatedAt:        copyTime(rich.UpdatedAt),
+		SourceLocation:   rich.SourceLocation,
+		SourceLocationID: rich.SourceLocationID,
+		Periods:          hourlyForecastPromptPeriods(rich.Periods),
+	}, nil
+}
+
+func hourlyForecastPromptPeriods(periods []HourlyForecastPeriod) []HourlyForecastPromptPeriod {
+	if len(periods) == 0 {
+		return nil
+	}
+	out := make([]HourlyForecastPromptPeriod, 0, len(periods))
+	for _, period := range periods {
+		out = append(out, HourlyForecastPromptPeriod{
+			PeriodBegins:                      period.PeriodBegins,
+			PeriodEnds:                        period.PeriodEnds,
+			Name:                              period.Name,
+			IsDay:                             copyBool(period.IsDay),
+			ConditionCode:                     copyInt(period.ConditionCode),
+			TextDescription:                   period.TextDescription,
+			TemperatureC:                      copyFloat(period.TemperatureC),
+			TemperatureF:                      copyFloat(period.TemperatureF),
+			TemperatureCMin:                   copyFloat(period.TemperatureCMin),
+			TemperatureFMin:                   copyFloat(period.TemperatureFMin),
+			TemperatureCMax:                   copyFloat(period.TemperatureCMax),
+			TemperatureFMax:                   copyFloat(period.TemperatureFMax),
+			DewpointC:                         copyFloat(period.DewpointC),
+			DewpointF:                         copyFloat(period.DewpointF),
+			WindSpeedKmh:                      copyFloat(period.WindSpeedKmh),
+			WindSpeedMph:                      copyFloat(period.WindSpeedMph),
+			WindGustKmh:                       copyFloat(period.WindGustKmh),
+			WindGustMph:                       copyFloat(period.WindGustMph),
+			WindDirection:                     period.WindDirection,
+			BarometricPressurePa:              copyFloat(period.BarometricPressurePa),
+			BarometricPressureInHg:            copyFloat(period.BarometricPressureInHg),
+			VisibilityMeters:                  copyFloat(period.VisibilityMeters),
+			VisibilityMiles:                   copyFloat(period.VisibilityMiles),
+			ApparentTemperatureC:              copyFloat(period.ApparentTemperatureC),
+			ApparentTemperatureF:              copyFloat(period.ApparentTemperatureF),
+			CloudCoverPercent:                 copyFloat(period.CloudCoverPercent),
+			ProbabilityOfPrecipitationPercent: copyFloat(period.ProbabilityOfPrecipitationPercent),
+			PrecipitationAmountMm:             copyFloat(period.PrecipitationAmountMm),
+			PrecipitationAmountIn:             copyFloat(period.PrecipitationAmountIn),
+			SnowfallDepthMM:                   copyFloat(period.SnowfallDepthMM),
+			SnowfallDepthIn:                   copyFloat(period.SnowfallDepthIn),
+			UVIndex:                           copyFloat(period.UVIndex),
+			RelativeHumidityPercent:           copyFloat(period.RelativeHumidityPercent),
+		})
+	}
+	return out
+}
+
+func hourlyForecastPeriods(periods []weatherdata.ForecastPeriod, timezone string) []HourlyForecastPeriod {
+	return hourlyForecastPeriodsWithPrecipMentionThreshold(periods, timezone, DefaultHourlyForecastPrecipMentionProbabilityThreshold)
+}
+
+func hourlyForecastPeriodsWithPrecipMentionThreshold(periods []weatherdata.ForecastPeriod, timezone string, threshold float64) []HourlyForecastPeriod {
+	out := make([]HourlyForecastPeriod, 0, len(periods))
+	for _, period := range periods {
+		validPeriod := timeutil.Period{Start: period.StartTime, End: period.EndTime}
+		out = append(out, HourlyForecastPeriod{
+			HourLabel:                         hourMinuteLabel(period.StartTime, timezone),
+			PeriodBegins:                      friendlyPeriodBeginsLabel(validPeriod, timezone),
+			PeriodEnds:                        friendlyPeriodEndsLabel(validPeriod, timezone),
+			Name:                              period.Name,
+			IsDay:                             copyBool(period.IsDay),
+			ConditionCode:                     copyInt(period.ConditionCode),
+			TextDescription:                   period.TextDescription,
+			TextDescriptionLower:              strings.ToLower(period.TextDescription),
+			TemperatureC:                      copyFloat(period.TemperatureC),
+			TemperatureF:                      copyFloat(period.TemperatureF),
+			TemperatureCMin:                   copyFloat(period.TemperatureCMin),
+			TemperatureFMin:                   copyFloat(period.TemperatureFMin),
+			TemperatureCMax:                   copyFloat(period.TemperatureCMax),
+			TemperatureFMax:                   copyFloat(period.TemperatureFMax),
+			DewpointC:                         copyFloat(period.DewpointC),
+			DewpointF:                         copyFloat(period.DewpointF),
+			WindSpeedKmh:                      copyFloat(period.WindSpeedKmh),
+			WindSpeedMph:                      copyFloat(period.WindSpeedMph),
+			WindGustKmh:                       copyFloat(period.WindGustKmh),
+			WindGustMph:                       copyFloat(period.WindGustMph),
+			WindDirection:                     windDirectionLabel(period.WindDirectionDegrees),
+			BarometricPressurePa:              copyFloat(period.BarometricPressurePa),
+			BarometricPressureInHg:            copyFloat(period.BarometricPressureInHg),
+			VisibilityMeters:                  copyFloat(period.VisibilityMeters),
+			VisibilityMiles:                   copyFloat(period.VisibilityMiles),
+			ApparentTemperatureC:              copyFloat(period.ApparentTemperatureC),
+			ApparentTemperatureF:              copyFloat(period.ApparentTemperatureF),
+			CloudCoverPercent:                 copyFloat(period.CloudCoverPercent),
+			ProbabilityOfPrecipitationPercent: copyFloat(period.ProbabilityOfPrecipitationPercent),
+			MentionPrecipitation:              mentionHourlyForecastPrecipitation(period.ProbabilityOfPrecipitationPercent, threshold),
+			PrecipitationAmountMm:             copyFloat(period.PrecipitationAmountMm),
+			PrecipitationAmountIn:             copyFloat(period.PrecipitationAmountIn),
+			SnowfallDepthMM:                   copyFloat(period.SnowfallDepthMM),
+			SnowfallDepthIn:                   copyFloat(period.SnowfallDepthIn),
+			UVIndex:                           copyFloat(period.UVIndex),
+			RelativeHumidityPercent:           copyFloat(period.RelativeHumidityPercent),
+		})
+	}
+	return out
+}
+
+func mentionHourlyForecastPrecipitation(probability *float64, threshold float64) bool {
+	return probability != nil && *probability >= threshold
+}
+
+func (v HourlyForecastModule) isEmpty() bool {
+	return v.Product == "" &&
+		v.IssuedAt.IsZero() &&
+		v.UpdatedAt == nil &&
+		v.SourceLocation == "" &&
+		v.SourceLocationID == "" &&
+		len(v.Periods) == 0
+}

internal/briefing/metadata_module.go

@@ -0,0 +1,62 @@
+package briefing
+
+import (
+	"time"
+
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/module"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/report"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/timeutil"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/weatherdata"
+)
+
+type MetadataModule struct {
+	RunID          string                 `json:"run_id"`
+	ReportID       report.ID              `json:"report_id"`
+	Variant        string                 `json:"variant,omitempty"`
+	PromptID       string                 `json:"prompt_id"`
+	GeneratedAt    time.Time              `json:"generated_at"`
+	Units          string                 `json:"units"`
+	Timezone       string                 `json:"timezone"`
+	ValidPeriod    timeutil.Period        `json:"valid_period"`
+	Location       *LocationContext       `json:"location,omitempty"`
+	SourceWarnings []SourceWarningSummary `json:"source_warnings,omitempty"`
+}
+
+type SourceWarningSummary struct {
+	Source             string `json:"source"`
+	Code               string `json:"code"`
+	Severity           string `json:"severity"`
+	Message            string `json:"message"`
+	CompletenessImpact string `json:"completeness_impact,omitempty"`
+}
+
+func buildMetadataModule(ctx ModuleContext, _ any) (*module.Output, error) {
+	metadata := ctx.Resolved.Metadata()
+	value := MetadataModule{
+		RunID:          metadata.RunID,
+		ReportID:       metadata.ReportID,
+		Variant:        variantForReport(metadata.ReportID),
+		PromptID:       metadata.PromptID,
+		GeneratedAt:    metadata.GeneratedAt,
+		Units:          ctx.Units,
+		Timezone:       ctx.Timezone,
+		ValidPeriod:    metadata.ValidPeriod,
+		Location:       copyLocation(ctx.Location),
+		SourceWarnings: sourceWarningSummaries(ctx.Collected.SourceWarnings),
+	}
+	return &module.Output{ID: module.Metadata, StanzaName: "metadata", Value: value}, nil
+}
+
+func sourceWarningSummaries(warnings []weatherdata.SourceWarning) []SourceWarningSummary {
+	out := make([]SourceWarningSummary, 0, len(warnings))
+	for _, warning := range warnings {
+		out = append(out, SourceWarningSummary{
+			Source:             warning.Source,
+			Code:               warning.Code,
+			Severity:           warning.Severity,
+			Message:            warning.Message,
+			CompletenessImpact: warning.CompletenessImpact,
+		})
+	}
+	return out
+}

internal/briefing/module_format_helpers.go

@@ -0,0 +1,177 @@
+package briefing
+
+import (
+	"fmt"
+	"math"
+	"time"
+
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/forecast"
+	"gitea.maximumdirect.net/eric/weatherreporter/internal/timeutil"
+)
+
+func rangeLabel(value forecast.Range) string {
+	if value.Min == nil && value.Max == nil {
+		return ""
+	}
+	if value.Min != nil && value.Max != nil {
+		low := roundedInt(value.Min)
+		high := roundedInt(value.Max)
+		if low != nil && high != nil && *low == *high {
+			return fmt.Sprintf("%d", *low)
+		}
+		return fmt.Sprintf("%d-%d", *low, *high)
+	}
+	if value.Min != nil {
+		low := roundedInt(value.Min)
+		return fmt.Sprintf("%d", *low)
+	}
+	high := roundedInt(value.Max)
+	return fmt.Sprintf("%d", *high)
+}
+
+func daypartApparentRangeLabel(value forecast.Range) string {
+	if value.Min == nil && value.Max == nil {
+		return ""
+	}
+	return rangeLabel(value)
+}
+
+func roundedInt(value *float64) *int {
+	if value == nil {
+		return nil
+	}
+	rounded := int(*value + 0.5)
+	if *value < 0 {
+		rounded = int(*value - 0.5)
+	}
+	return &rounded
+}
+
+func windDirectionLabel(degrees *float64) string {
+	if degrees == nil {
+		return ""
+	}
+	labels := []string{"N", "NNE", "NE", "ENE", "E", "ESE", "SE", "SSE", "S", "SSW", "SW", "WSW", "W", "WNW", "NW", "NNW"}
+	normalized := math.Mod(*degrees, 360)
+	if normalized < 0 {
+		normalized += 360
+	}
+	sector := int(math.Floor((normalized+11.25)/22.5)) % len(labels)
+	return labels[sector]
+}
+
+func windDirectionTextLabel(degrees *float64) string {
+	if degrees == nil {
+		return ""
+	}
+	labels := []string{
+		"north",
+		"north-northeast",
+		"northeast",
+		"east-northeast",
+		"east",
+		"east-southeast",
+		"southeast",
+		"south-southeast",
+		"south",
+		"south-southwest",
+		"southwest",
+		"west-southwest",
+		"west",
+		"west-northwest",
+		"northwest",
+		"north-northwest",
+	}
+	normalized := math.Mod(*degrees, 360)
+	if normalized < 0 {
+		normalized += 360
+	}
+	sector := int(math.Floor((normalized+11.25)/22.5)) % len(labels)
+	return labels[sector]
+}
+
+func timedClockLabel(value *forecast.TimedValue, timezone string) string {
+	if value == nil {
+		return ""
+	}
+	return clockLabel(value.Time, timezone)
+}
+
+func friendlyPeriodBeginsLabel(period timeutil.Period, timezone string) string {
+	if !period.IsValid() {
+		return ""
+	}
+	return friendlyDateTimeLabel(period.Start, timezone)
+}
+
+func friendlyPeriodEndsLabel(period timeutil.Period, timezone string) string {
+	if !period.IsValid() {
+		return ""
+	}
+	return friendlyDateTimeLabel(period.End, timezone)
+}
+
+func friendlyDateTimeLabel(value time.Time, timezone string) string {
+	if value.IsZero() {
+		return ""
+	}
+	location, err := timeutil.LoadLocation(timezone)
+	if err != nil {
+		location = time.UTC
+	}
+	return value.In(location).Format("2006-01-02 at 3:04 PM")
+}
+
+func friendlyMonthDayTimeLabel(value time.Time, timezone string) string {
+	if value.IsZero() {
+		return ""
+	}
+	location, err := timeutil.LoadLocation(timezone)
+	if err != nil {
+		location = time.UTC
+	}
+	return value.In(location).Format("January 2 at 3:04 PM")
+}
+
+func friendlyDateLabel(date string, timezone string) string {
+	location, err := timeutil.LoadLocation(timezone)
+	if err != nil {
+		location = time.UTC
+	}
+	parsed, err := time.ParseInLocation(timeutil.DateLayout, date, location)
+	if err != nil {
+		return date
+	}
+	return parsed.Format("Monday, January 2, 2006")
+}
+
+func localDateLabel(value time.Time, timezone string) string {
+	if value.IsZero() {
+		return ""
+	}
+	location, err := timeutil.LoadLocation(timezone)
+	if err != nil {
+		location = time.UTC
+	}
+	return value.In(location).Format(timeutil.DateLayout)
+}
+
+func clockLabel(value time.Time, timezone string) string {
+	location, err := timeutil.LoadLocation(timezone)
+	if err != nil {
+		location = time.UTC
+	}
+	label := value.In(location).Format("3 PM")
+	if label == "12 AM" && value.In(location).Minute() == 0 {
+		return "12 AM"
+	}
+	return label
+}
+
+func hourMinuteLabel(value time.Time, timezone string) string {
+	location, err := timeutil.LoadLocation(timezone)
+	if err != nil {
+		location = time.UTC
+	}
+	return value.In(location).Format("3:04 PM")
+}

internal/briefing/module_format_helpers_test.go

@@ -0,0 +1,51 @@
+package briefing
+
+import "testing"
+
+func TestWindDirectionLabelUsesSixteenPointCompass(t *testing.T) {
+	tests := []struct {
+		name    string
+		degrees *float64
+		want    string
+	}{
+		{name: "nil", degrees: nil, want: ""},
+		{name: "north", degrees: floatPtr(0), want: "N"},
+		{name: "below first boundary", degrees: floatPtr(11.24), want: "N"},
+		{name: "at first boundary", degrees: floatPtr(11.25), want: "NNE"},
+		{name: "northeast", degrees: floatPtr(45), want: "NE"},
+		{name: "south", degrees: floatPtr(180), want: "S"},
+		{name: "wrap to north", degrees: floatPtr(348.75), want: "N"},
+		{name: "full rotation", degrees: floatPtr(360), want: "N"},
+		{name: "negative normalizes", degrees: floatPtr(-45), want: "NW"},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			if got := windDirectionLabel(tt.degrees); got != tt.want {
+				t.Fatalf("windDirectionLabel(%v) = %q, want %q", tt.degrees, got, tt.want)
+			}
+		})
+	}
+}
+
+func TestWindDirectionTextLabelUsesLowercaseCompassText(t *testing.T) {
+	tests := []struct {
+		name    string
+		degrees *float64
+		want    string
+	}{
+		{name: "nil", degrees: nil, want: ""},
+		{name: "north", degrees: floatPtr(0), want: "north"},
+		{name: "north northeast", degrees: floatPtr(11.25), want: "north-northeast"},
+		{name: "northwest", degrees: floatPtr(315), want: "northwest"},
+		{name: "negative normalizes", degrees: floatPtr(-45), want: "northwest"},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			if got := windDirectionTextLabel(tt.degrees); got != tt.want {
+				t.Fatalf("windDirectionTextLabel(%v) = %q, want %q", tt.degrees, got, tt.want)
+			}
+		})
+	}
+}