Individual skill
promoter-test
Generate an evals file for a drafted skill and measure whether its trigger description fires on the right requests: five to eight phrases that should trigger it, five that should not, three golden input and output pairs, then precision and recall against the description, with a rewrite loop when precision is below 0.8. Use when asked to test this skill's triggers, write evals for the new skill, check the description fires correctly, or as the third step of the promote loop. Produces an evals.json beside the skill, a case in the library's evals, and a precision and recall report.
skills/promoter-test/SKILL.md
Source commit f7c90bc09ee05dc25cf257bdb1826f2c2552c2cb
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- Last checked
- Nov 9, 2026
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- Repository last updated
- Nov 10, 2026
- License
- MIT
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- product-management Repository topic
- productivity Repository topic
- skills Repository topic
- claude-skills Repository topic
- agent-skills Repository topic
- chatgpt Repository topic
- claude-code Repository topic
- cursor Repository topic
- gemini Repository topic
- prompt-engineering Repository topic
- testing Derived category
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SKILL.mdcore · 4,631 bytesSKILL.mdcore · 4,631 bytesscripts/promoter_test.pyruns · 5,697 bytes
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# Promoter Test
A skill that fires on the wrong requests is worse than no skill, and one that never fires is invisible. The trigger is the description, so the description is what gets tested. This skill writes the labelled phrases, runs them against the description with the same keyword matching the library's suggestion hook uses, reports precision and recall, and rewrites the description until precision clears 0.8.
Third step of the promote loop. Follows `promoter-draft`; feeds `promoter-publish`.
## What This Skill Produces
- **`skills/<name>/evals.json`**: `should_fire` (5 to 8 phrases), `should_not_fire` (5 phrases, including near misses), `golden` (3 input and expected-output pairs)
- **One curated case in `evals/cases.json`** for the library's coverage ratchet and the judged leaderboard
- **A precision and recall report** with the phrases that were missed and the false alarms listed
- **A rewritten description** when precision was below 0.8, and the re-run numbers
## Required Inputs