leadgrowgtm/dev-skills/evals
Claude Code and agent skill by leadgrowgtm/dev-skills
- community
Checking that the SKILL.md file is still in the repository.
Write and run evals, and hill-climb skills and prompts against them. Use when the user wants evals or test cases for a prompt, agent, skill or plugin, asks whether a change made it better or worse, wants to measure how often a skill triggers or which skill fires on which phrasing, wants to mine real phrasing from session logs into test cases, or wants to tune (hill-climb) a skill description or prompt against a held-out set. Covers claude plugin eval cases, graders, cost and CI.
Install
npx vskill@latest install leadgrowgtm/dev-skills/evalsSKILL.md
evals
Pick the job, read its reference.
| Job | Read | |
|---|---|---|
Write or run claude plugin eval cases and graders | references/plugin-eval.md | |
| Turn session logs into test cases | references/mining.md | |
| Tune skill descriptions against the cases | references/hillclimb.md | |
| Write or fix a skill description, a skill body, a reference file, or an agent-facing doc | references/writing-for-agents.md |
Scripts in this skill's directory (stdlib Python, take --plugin DIR): scripts/new_case.py (one confusion-matrix case), scripts/mine.py (logs to candidates), scripts/propose.py (candidates to proposed cases), scripts/make_cases.py (reviewed proposals to cases), scripts/climb.py (tune descriptions; report checks a result against thresholds).
Rules every time:
- Hold out 40% of cases (the split is fixed by slug hash) and judge only on hold.
- Trigger tests run with
--ablation none; a no-plugin baseline means nothing there. - Say the spend before running a paid pass, and pass
--max-cost-usd. - Mined cases are reviewed by a human before commit; raw logs never leave the machine.
Security
- Security scanPassed, 90 of 100Pattern checks on the skill's files.
- Model reviewPassed
Quality evaluation
- Task evaluationNot runNo evaluation yet. Run one in Skill Studio.
Source
- SKILL.md in the repositoryCheckingskills/evals/SKILL.md
Popularity
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Works with
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