codebase-analyzer
Installation
SKILL.md
Codebase Analyzer Skill
Statistical rule discovery through measurement of Go codebases. Python scripts count patterns to avoid LLM training bias, then statistics are interpreted to derive confidence-scored rules. The core principle is Measure First, Interpret Second -- what IS in the code is the local standard, not what an LLM thinks "should be" there.
Deep References
Load on demand when the corresponding signal appears.
| Signal | Reference | Content |
|---|---|---|
| Three-lens methodology | references/three-lenses.md |
Consistency, Signature, Idiom lens details |
| Phase banners, error catalog, reconciliation | references/phase-details.md |
Phase templates, rule format, error catalog |
| 100-metric catalog | references/metrics-catalog.md |
All metrics across 25 categories |
| Worked examples | references/examples.md |
Single repo, multi-repo, evolution tracking workflows |