Audits, generates, and validates technical documentation against the codebase to ensure accuracy and eliminate stale references.
The Docs skill is a specialized subagent designed to maintain high-quality, synchronized documentation for complex projects. It scans multiple surfaces—including READMEs, API guides, and the critical CLAUDE.md file—to identify gaps, missing modules, or outdated workflows. By cross-referencing every documentation claim directly with the source code, it ensures that file paths, API contracts, and usage examples are factually correct, preventing documentation rot and providing reliable context for both humans and AI agents.
Key Features
01Detailed validation reporting to confirm documentation accuracy
02First-class support for maintaining CLAUDE.md project conventions
03Comprehensive auditing of READMEs, API docs, and architecture guides
04306 GitHub stars
05Automated identification of documentation gaps based on codebase analysis
06Real-time validation of all technical claims against the live source code
Use Cases
01Maintaining up-to-date CLAUDE.md files to improve AI agent performance and accuracy
02Synchronizing documentation immediately after a major code refactor or feature release
03Onboarding new developers by generating a comprehensive map of undocumented modules