What problem does it solve? Codebases accumulate undocumented features, stale READMEs, and docs that restate what the code already says. This Skill produces documentation that explains the why, the connections, and the non-obvious decisions, while validating every claim against the actual implementation. ## Core Features & Use Cases - Context-Gathered Drafting: Reads project conventions (CLAUDE.md, CONTRIBUTING.md, README.md, ADRs) and investigates code with parallel sub-agents before writing, so docs match existing tone and structure. - Multiple Documentation Types: Supports feature docs, API references, architecture overviews, how-to guides, code tours, and README/CONTRIBUTING files, with placement conventions for each. - Validation Pass: Verifies drafted documentation against the actual code — checking behaviors, code examples, and file paths — before presenting it. - Use Case: After shipping a new application-review feature, ask for a code tour; the Skill investigates the execution path, drafts a walkthrough following project conventions, and validates every claim against the source. ## Quick Start Document the artist application flow as a code tour for developers who need to modify it.