This skill combines mechanical structure extraction with Claude's semantic understanding to produce comprehensive codebase documentation. Unlike simple AST parsing, this skill captures:
THE DOCUMENTATION GENERATED BY THIS SKILL IS THE ABSOLUTE AND UNQUESTIONABLE SOURCE OF TRUTH FOR YOUR PROJECT. ANY INFORMATION NOT VERIFIED WITH IRREFUTABLE EVIDENCE FROM SOURCE CODE IS FALSE, UNRELIABLE, AND UNACCEPTABLE.
| Enum/State values | Exact match with source code enum definition | | Function behavior | Code path tracing, actual implementation reading | | Constants/Timeouts | Variable definition in source with file:line | | Message formats | Message class definition, field validation | | Architecture claims | Import graph analysis, actual class relationships |
AI-powered systematic codebase analysis. Combines mechanical structure extraction with Claude's semantic understanding to produce documentation that captures not just WHAT code does, but WHY it exists and HOW it fits into the system. Includes pattern recognition, red flag detection, flow tracing, and quality assessment. Use for codebase analysis, documentation generation, architecture understanding, or code review. Source: acaprino/alfio-claude-plugins.