from ai-toolkit144
Generate and update README, API docs, architecture notes, changelogs and knowledge-base entries from a codebase, with templates and review guidance.
Generates and updates project documentation by analyzing code structure, extracting usage and API details, and producing README, API docs, architecture notes, changelogs, and knowledge-base entries. It includes templates, output report formats, and a doc-inventory script to audit coverage. The skill is designed to produce human-reviewable drafts rather than final commits.
Use this skill when you need to bootstrap or refresh documentation for a repository, produce architecture decision records, create API reference sections from code, generate changelogs, or enforce KB frontmatter rules. It is suitable for large codebases where a doc-inventory helps prioritise work and when you want consistent templates and review checks before committing.
Best used with documenter-style agents and multi-agent documentation teams; compatible with Claude Code, Cursor, Copilot and other code-oriented assistants.
This skill has not been reviewed by our automated audit pipeline yet.
Ubiquitous Language Glossary
Extract a DDD-style ubiquitous language glossary from conversation: identify domain terms, flag ambiguities, propose canonical terms, and write the result to UB
Memory Search
Search past coding sessions and observations using natural-language queries to retrieve decisions, notes, and context.
Prompt Caching Patterns
Guidelines and patterns for implementing prompt caching with Anthropic APIs to reduce input-token costs and latency, including TTLs, breakpoints, and hit-rate m
