- Read-only Python static audit (Ruff + Vulture + Radon + Pylint via uvx)
- Deterministic A-F grading heuristic
- Markdown health report with 5 sections + 3-item action plan
- Benchmark: 100% pass rate with skill vs 29% baseline (+71pp)
- Eval set: lead-dev legacy Flask + solo-dev CSV duplication