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wshobson-agents/plugins/plugin-eval/README.md
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Seth Hobson 91fe43e152 docs(plugin-eval): add CLAUDE.md, full evaluation framework docs, and README updates
- Create CLAUDE.md with project conventions and PluginEval quick reference
- Add docs/plugin-eval.md with complete framework documentation (layers,
  dimensions, scoring, anti-patterns, statistical methods, project structure)
- Add PluginEval section to main README under What's New
- Expand plugin-eval/README.md with quick start and command table
2026-03-26 17:40:56 -04:00

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# plugin-eval
Three-layer quality evaluation framework for Claude Code plugins.
## Quick Start
```bash
cd plugins/plugin-eval
uv sync
# Evaluate a skill (static only, instant)
uv run plugin-eval score path/to/skill --depth quick
# Evaluate with LLM judge (~30s)
uv run plugin-eval score path/to/skill --depth standard
# Full certification (all layers, ~5 min)
uv run plugin-eval certify path/to/skill
```
## Layers
1. **Static Analysis** — Structural checks, anti-pattern detection. Instant, free.
2. **LLM Judge** — Semantic evaluation (triggering, orchestration, output, scope). ~30s, 4 calls.
3. **Monte Carlo** — Statistical reliability via 50100 simulated runs. ~25 min.
## Commands
| CLI | Claude Code | Description |
| --------------------- | ----------- | ----------------------------- |
| `plugin-eval score` | `/eval` | Score a plugin or skill |
| `plugin-eval certify` | `/certify` | Full certification with badge |
| `plugin-eval compare` | `/compare` | Head-to-head comparison |
| `plugin-eval init` | — | Build corpus for Elo ranking |
## Documentation
See **[docs/plugin-eval.md](../../docs/plugin-eval.md)** for the full reference: layers, dimensions, scoring formula, anti-patterns, statistical methods, and project structure.