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Documentation

Build and maintain a persistent knowledge base of interlinked markdown files. An alternative to RAG that compiles knowledge once and keeps it current.

Documentation

Enforces .mdx formatting rules (frontmatter, IDs, heading depth) so the book compiles to PDF with go-pretty-pdf.

Documentation

Keep docs aligned with shipped behavior, reduce confusion, and improve contributor onboarding.

Documentation

Creates comprehensive technical documentation from existing codebases. Analyzes architecture, design patterns, and implementation details.

Documentation

Scans digest files and regenerates digests/README.md as a newest-first Markdown index table with dates, types, active sources, and themes.

Documentation

Guides technical writing to match the project's established voice and style. Use when creating or editing READMEs, ADRs, Swift doc comments, or reviewing documentation for consistency. Enforces a pragmatic, direct, developer-to-developer tone while avoiding AI-isms and hedging.

Documentation

Synthesizes ideation.md and personas.md into a complete PRD with problem, metrics, scope, non-goals, constraints, and risks.

Documentation

Drafts user-facing release notes from PR diffs, following defined style and template.

Documentation

Find project info in docs/: status, runbooks, architecture. Use when needing context on crawlers, deployment, or research plans.

Documentation

Helps create and maintain API reference documentation. Automatically activates when you mention API reference creation or building integrations. Provides step-by-step guidance and generates configurations and code for API docs.

Documentation

Generate comprehensive C4 architecture documentation for an existing repository using bottom-up analysis.

Documentation

Enforces the exact .mdx frontmatter, ID scheme, and heading-depth rules required by the go-pretty-pdf tool for building a PDF book.