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.
Reference Loading
Load these files when the corresponding signals appear:
| Signal | Load |
|---|---|
| Understanding the three lenses (Consistency, Signature, Idiom) | references/three-lenses.md |
| Worked examples, phase banners, error catalog, reconciliation matrix | references/phase-details.md |
| Full 100-metric catalog across 25 categories | references/metrics-catalog.md |
| Additional real-world analysis workflows | references/examples.md |