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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

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 for the full reference: layers, dimensions, scoring formula, anti-patterns, statistical methods, and project structure.