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Get Started Free →Maintains English technical documentation under /doc so it mirrors the codebase and runtime config (Docker, OpenAPI, Pydantic). Use when updating or reviewing docs, syncing documentation after code changes, refactoring APIs, adding endpoints, changing environment variables, Docker, deployment, or when the user asks to fix outdated markdown documentation.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-03 | ✗→✓ | ▲ Improved | -42% | 0% |
| case-05 | ✗→✓ | ▲ Improved | -32% | 0% |
| case-06 | ✗→✓ | ▲ Improved | -32% | 0% |
| case-10 | ✗→✓ | ▲ Improved | -31% | 0% |
| case-12 | ✗→✓ | ▲ Improved | 15% | 0% |
doc/ at the repository root (create it if missing). Language: English only for all doc/**/*.md files.Full documentation: [doc/README.md](doc/README.md).main.py, app/, etc.).Dockerfile, docker-compose.yml, health checks, ports—values must match files, not assumptions.os.getenv, settings modules). If compose declares vars the app does not read yet, note that gap accurately (e.g. "set in Compose for future use" vs "consumed by …")./openapi.json), use it to align paths and schemas.Prefer:
doc/README.md — index and links to other pages.doc/architecture.md — components and data flow (add Mermaid only when the system is non-trivial).doc/api.md — HTTP API (methods, payloads, examples with real paths).doc/deployment.md — Docker, compose, production notes.doc/configuration.md — env vars, voice paths, feature flags.Use doc/reference.md only for long tables or verbose material (progressive disclosure).
curl examples must use real paths, ports, and JSON fields from code.doc/.doc/ from AGENTS.md when operators need the same facts.For section templates and a longer checklist, see reference.md.
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