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Knowledge Extraction
Documentation
Captures and routes knowledge at work boundaries. Use when discovering a pattern, making a decision, finding a distinction, or completing a subtask.
Ingest docs for .planning setup
Documentation
Bootstrap or merge a .planning/ directory from existing planning documents (ADRs, PRDs, SPECs, etc.) in one pass.
Documentation Audit
Documentation
Audits all project documentation by cross-referencing it against the actual codebase. Checks environment variables, file paths, Docker configs, and feature descriptions, then identifies gaps and applies fixes.
Document Update
Documentation
Align a technical document with the actual code implementation to correct drift. Use when updating docs to match current behavior or fixing stale documentation.
Review Existing Content
Documentation
Review selected documentation pages via the docs-review pipeline, apply high-confidence fixes, and open an auditable PR per article.
Knowledge Base Capture
Documentation
Capture important architectural decisions, bug patterns, feature designs, and other critical findings into the project knowledge base.
Release Notes Generation
Documentation
Drafts user-facing release notes by analyzing PR diffs, following a style guide and template.
Docs Sync
Documentation
Update repository documentation when behavior, commands, or decisions change. Keep docs concise and record durable decisions in DECISIONS.md or ADRs.
Review Existing Content
Documentation
Review existing documentation pages from the daily workflow. Runs docs-review pipeline over whole files, applies high-confidence fixes, and opens one auditable PR per article.
GCP Onboarding
Documentation
Maintain GCP onboarding documentation when changes affect Google Cloud setup, OAuth, Secret Manager, Cloud Run, or environment variables.
MDX format for go-pretty-pdf
Documentation
Enforces .mdx formatting rules (frontmatter, IDs, heading depth) so the book compiles to PDF with go-pretty-pdf.
Beautify GitHub README
Documentation
Redesign GitHub READMEs or create SVG, PNG/WebP, and GIF visual assets. Uses scoping modes to decide between whole-README improvements and asset-only creation.