Files
agent-skills/scripts
Addy Osmani 45e1449138 feat(evals): add a three-tier skill eval framework
There was no way to measure whether skills trigger correctly, stay
distinct, or change agent behavior. This adds evals, aligned with what
the community has converged on, with a deterministic CI tier on top:

- evals/cases/<skill>.json for all 24 skills. The evals[] block uses
  Anthropic skill-creator's evals.json schema verbatim (id, prompt,
  expected_output, expectations[]) so its runner, benchmarks, and eval
  viewer work against our files unmodified. A trigger block (this
  repo's extension) adds positive/negative routing prompts per skill.
- scripts/run-evals.js, zero-dependency runner:
  Tier 2 (CI): trigger evals via stemmed TF-IDF ranking over skill
  descriptions (positive prompts must rank top-k, negative prompts
  must not rank first), catalog collision detection between skill
  descriptions, schema and coverage checks.
  Tier 3 (opt-in): --behavioral <skill> executes each eval through
  headless claude -p and grades the transcript against expectations[]
  (superpowers-style); --dry-run previews without spending tokens.
- CI: run the deterministic tier in the validate-skills job.
- Docs: evals/README.md defines the framework and prior art;
  CONTRIBUTING requires an eval file for new skills (warning-level in
  the runner until in-flight skill PRs clear); CLAUDE.md pointers.

Current baseline: 120 checks pass, 85% trigger rank-1 rate across 72
positive prompts, zero catalog collisions.
2026-07-03 23:46:30 -07:00
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