Document Seriatim merge integration

README.md

@@ -2,7 +2,7 @@
 
 `narratio` is a Go-based orchestration application for processing D&D session audio into transcripts and downstream artifacts.
 
-This repository currently contains a **working scaffold** with strict config loading, local workdir/manifest handling, resumable stage control, a real WhisperX HTTP adapter, and a real `prepare` + `transcribe` path.
+This repository currently contains a **working scaffold** with strict config loading, local workdir/manifest handling, resumable stage control, real WhisperX and Seriatim adapters, and real `prepare` + `transcribe` + `merge` stages.
 
 ## Expected Config Files
 
@@ -26,7 +26,7 @@ Seriatim config contract in `pipeline.yml`:
 `speakers.yml` note:
 
 - use Seriatim’s documented `match:` format (not the legacy direct mapping style used by older scripts/scaffolds)
-- TODO: add a concrete `speakers.yml` example once the Seriatim README/spec is vendored or linked in-repo.
+- see [`examples/speakers.yml`](examples/speakers.yml) for a concrete `match:` example.
 
 Decoding is strict (`KnownFields(true)`), so unknown YAML fields fail fast.
 
@@ -42,13 +42,12 @@ Implemented now:
 - strict config load + validation
 - local artifact/workdir creation and locking
 - manifest create/load/save and stage status tracking
-- stage framework with real `prepare` and `transcribe` stages; placeholder downstream stages
+- stage framework with real `prepare`, `transcribe`, and `merge` stages; placeholder downstream stages
 - resumable run control (`run`, `resume`, `run-stage`, `plan` with run/skip decisions)
-- real WhisperX HTTP adapter plus fake/no-op adapters for test/scaffold usage
+- real WhisperX HTTP adapter plus real Seriatim subprocess adapter (both with fake/no-op adapters for test/scaffold usage)
 
 Not implemented yet:
 
-- real Seriatim execution
 - real Audita execution
 - real analyzer integration
 - real remote archive/storage backend
@@ -68,9 +67,12 @@ go run ./cmd/narratio plan --config examples/pipeline.minimal.yml --session exam
 
 ## Run Pipeline (Current State)
 
-The current `run` command executes `prepare` + real `transcribe` + placeholder downstream stages and records progress in `manifest.json`.
+The current `run` command executes `prepare` + real `transcribe` + real `merge` + placeholder downstream stages and records progress in `manifest.json`.
 
-Default CLI wiring builds and uses the real WhisperX HTTP adapter from `pipeline.whisperx` when `whisperx.transcribe_url` is configured.
+Default CLI wiring builds and uses:
+
+- real WhisperX HTTP adapter from `pipeline.whisperx`
+- real Seriatim subprocess adapter from `pipeline.seriatim`
 
 ```bash
 go run ./cmd/narratio run --config examples/pipeline.minimal.yml --session examples/session.minimal.yml

architecture.md

@@ -4,7 +4,7 @@
 
 `narratio` is a Go orchestrator for D&D session processing. It coordinates a stage-based pipeline from recorded audio through transcript and artifact generation, while preserving durable run state for skip/rerun/resume behavior.
 
-The repository currently implements the orchestration scaffold, local state model, and stage framework, including a real WhisperX HTTP adapter and a real `transcribe` stage. It intentionally does **not** yet implement real Seriatim, Audita, analyzer, remote archive, or notification integrations.
+The repository currently implements the orchestration scaffold, local state model, and stage framework, including real WhisperX and Seriatim adapters plus real `prepare`/`transcribe`/`merge` stages. It intentionally does **not** yet implement real Audita, analyzer, remote archive, or notification integrations.
 
 ## 2. Design Goals
 
@@ -36,15 +36,16 @@ Implemented now:
 - Stage interface, canonical stage ordering, and runner main loop.
 - Real `prepare` stage (input resolution/materialization/provenance).
 - Real `transcribe` stage (prepared-audio discovery, WhisperX adapter execution, JSON transcript validation, provenance metadata).
+- Real `merge` stage (raw-transcript discovery, Seriatim adapter execution, merged/report JSON validation, provenance metadata).
 - Real WhisperX HTTP adapter implementation (multipart POST + retries + timeout + atomic output writes).
-- Placeholder downstream stages (`normalize`..`notify`) with adapter contract calls.
+- Real Seriatim subprocess adapter implementation (deterministic CLI/env construction + output/report JSON validation).
+- Placeholder downstream stages (`normalize`, `polish`, `analyze`, `archive`, `notify`) with adapter contract calls.
 - Adapter interfaces and fake/no-op implementations for all external boundaries.
 - Reusable subprocess helper and generated YAML/config writing helper.
 - Test coverage across config, manifest, artifacts, planning, runner control, and adapters.
 
 Still planned/future:
 
-- Real Seriatim adapter.
 - Real Audita adapter.
 - Real analyzer integration.
 - Real remote archive/storage backend (S3/SFTP/etc).
@@ -68,7 +69,8 @@ Execution status:
 
 - `prepare` is implemented with real local filesystem behavior.
 - `transcribe` is implemented and validates raw transcript JSON outputs.
-- `normalize`/`merge`/`polish`/`analyze`/`archive`/`notify` remain placeholders.
+- `merge` is implemented and validates merged transcript/report JSON outputs.
+- `normalize`/`polish`/`analyze`/`archive`/`notify` remain placeholders.
 
 ## 6. CLI Commands
 
@@ -249,7 +251,14 @@ Current `Declares` role:
   - Calls `whisperx.Client` with bounded parallelism from `pipeline.whisperx.concurrency`.
   - Validates each output file exists and is valid JSON before stage success.
   - Records output refs plus stage metadata (`audio_files_count`, language/concurrency/retry settings, output paths, per-file attempts/status/duration/path).
-- `normalize`..`notify` (placeholder):
+- `merge` (real):
+  - Discovers raw transcript inputs from `manifest.stages.transcribe.outputs` (`kind=transcript_raw`) or `work/.../transcripts/raw` fallback.
+  - Validates input transcript files as existing regular JSON files.
+  - Uses prepared `inputs/speakers.yml` and `inputs/autocorrect.yml` directly (no speaker-map format translation).
+  - Invokes `seriatim.Runner` using canonical merged/report/log/generated-config paths under the session workdir.
+  - Validates merged transcript output JSON and (when enabled) report JSON before stage success.
+  - Records merged/report output refs plus stage metadata (input paths/count, Seriatim settings, output paths, adapter duration/exit metadata).
+- `normalize`/`polish`/`analyze`/`archive`/`notify` (placeholder):
   - Return placeholder metadata.
   - Optionally call adapters using expected request/result contract shapes.
 
@@ -274,7 +283,7 @@ Adapter boundaries (`internal/adapters/*`):
 - `storage.Backend`
 - `notify.Sender`
 
-All adapters currently have fake/no-op implementations for tests/scaffold execution. WhisperX additionally has a real HTTP adapter implementation under `internal/adapters/whisperx/http.go`.
+All adapters currently have fake/no-op implementations for tests/scaffold execution. WhisperX has a real HTTP adapter (`internal/adapters/whisperx/http.go`) and Seriatim has a real subprocess adapter (`internal/adapters/seriatim/subprocess.go`).
 
 ### Subprocess helper
 
@@ -309,11 +318,11 @@ Stale detection is intentionally TODO (`run_control.go`) pending checksum-based
 
 - Structured logger is initialized via `internal/logging` (`slog` text handler).
 - Runner emits concise stage lifecycle logs (skip/start/success/fail + manifest save points).
-- Placeholder subprocess adapter requests include distinct stdout/stderr log paths to preserve future boundary design.
+- Real WhisperX/Seriatim stages already use explicit output/log/config paths; placeholder downstream subprocess adapters keep that same boundary pattern.
 
 ### Long-running stage expectations
 
-The architecture expects long-running stages (especially WhisperX and Audita). WhisperX already uses context timeout/cancellation and retry logic inside its HTTP adapter; other long-running integrations are still pending.
+The architecture expects long-running stages (especially WhisperX, Seriatim, and Audita). WhisperX and Seriatim already use context timeout/cancellation in their adapters (with WhisperX retry logic); other long-running integrations are still pending.
 
 ## 13. Testing Strategy
 
@@ -326,8 +335,10 @@ Current tests verify scaffold behavior without real external services:
 - Run/skip/force/resume/run-stage control behavior.
 - Prepare-stage input materialization/provenance/idempotency.
 - Real transcribe-stage audio discovery/concurrency/failure handling/output validation/provenance.
+- Real merge-stage input discovery/validation, Seriatim adapter failure handling, merged/report output validation, and provenance recording.
 - Adapter fake behavior and error propagation.
 - WhisperX HTTP adapter behavior (request shape, retry policy, timeout/cancel, JSON validation, atomic writes).
+- Seriatim subprocess adapter behavior (arg/env construction, timeout/failure handling, output/report JSON validation).
 - Subprocess helper behavior (success/failure/timeout/log capture).
 
 Tests intentionally avoid hardcoding arbitrary operational default values.
@@ -337,13 +348,12 @@ Tests intentionally avoid hardcoding arbitrary operational default values.
 Recommended implementation sequence (one focused boundary at a time):
 
 1. Implement real `normalize` transcript transformation/validation.
-2. Implement real `merge` using Seriatim adapter + generated config + subprocess logs.
+2. Implement real `polish` using Audita adapter + checkpoint/log handling.
-3. Implement real `polish` using Audita adapter + checkpoint/log handling.
+3. Implement real `analyze` adapter integration and artifact validation.
-4. Implement real `analyze` adapter integration and artifact validation.
+4. Implement real `archive` remote backend behavior.
-5. Implement real `archive` remote backend behavior.
+5. Implement real `notify` backend.
-6. Implement real `notify` backend.
+6. Add checksum-based stale detection and stale status transitions.
-7. Add checksum-based stale detection and stale status transitions.
+7. Add selective parallelism where architecturally safe (`transcribe` fan-out and/or downstream-safe boundaries).
-8. Add selective parallelism where architecturally safe (`transcribe` fan-out and/or downstream-safe boundaries).
 
 Each step must preserve existing package boundaries and manifest-based control flow.
 

examples/speakers.yml

@@ -1,2 +1,5 @@
-sample-speaker: sample-speaker.flac
+match:
-
+  - speaker: "Eric Rakestraw"
+    match:
+      - "Eric_Rakestraw"
+      - "Eric"