Learning & Documentation Agent Skills for Claude Code

Local search/indexing CLI (BM25 + vectors + rerank) with MCP mode.

Fast local search for markdown files, notes, and docs using qmd CLI.

Accept/reject logic and quality scoring heuristics for media content

ISO 13485 Quality Management System implementation and maintenance for medical device organizations.

Use when scoring finished content against quality dimensions, evaluating whether a piece meets publishable standards, or determining which…

Search the FPF knowledge base and display hypothesis details with assurance information

Answer an explicitly vault-scoped question from an Obsidian wiki without changing it.

Migrate Quip documents to GitLab Wiki with full content preservation.

Use after a Games and Economic Behavior revise-and-resubmit to organize responses on theory novelty, equilibrium/proof details…

Use when responding to a revise-and-resubmit from The RAND Journal of Economics (RJE) — answering the two anonymous referees and the…

Student semester onboarding — clinic procedures, tool walkthrough, practice exercises before real cases.

Production-grade README.md patterns for any project type.

Use when writing, rewriting, or auditing a GitHub README.md — generate high-converting README with badges, SVG logo, and 2026…

Draft or improve README docs.

Choice of legal form for companies: GmbH, UG, AG, GbR, PartG, KG, SE in comparison.

Creates exhaustive technical references and API documentation.

Use when converting a reference list to Science (AAAS) numbered style — italic numbers cited in order of appearance, a single continuous…

Prepare the Apache Fory site for a release that opens a new documentation line, such as 0.17.0 or 1.6.0: write the release blog, update…

Generate DeepWiki-style architecture documentation for a code repository by analyzing its actual source — a numbered, citation-heavy wiki…

Audits a GitHub (or GitLab) repository's first impression — README structure, badges, demo screenshot/GIF, one-liner install, description…

Analyze repository structure, patterns, conventions, and documentation for understanding a new codebase