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Architecture

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 projects shape, boundaries, and invariants as the code evolves.

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.

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.

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.

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.

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.

Project Shape

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.

Business/domain logic should live outside CLI, transport, and external-adapter packages.

Dependency Policy

Prefer the Go standard library where practical.

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.

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.

Package Layout

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.

Unless documented otherwise, precedence is:

  1. CLI flags
  2. environment variables
  3. configuration file
  4. 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 dependencys interface must not leak outside the adapter package. Other packages should interact only with the adapters 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.

Modules, Stages, and Registries

When the application has stages or modules, each major stage/module should live in its own package and have an explicit input/output contract.

The orchestrator should be able to compose, skip, resume, or run individual stages/modules when their prerequisites are satisfied. Ordering should be explicit: use a default sequence, dependency graph, or documented orchestration rule.

If users can select modules, stages, 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-stage 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, retry, or resume 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. Stage/module 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 stage/module contracts, update the relevant docs and examples in the same change.