empirical-prompt-tuning
Skill0 starsChanged 4 months agoNo licenceView on GitHub
agent 向けテキスト指示（skill / slash command / task プロンプト / CLAUDE.md 節 / コード生成プロンプト）を、バイアスを排した実行者に動かしてもらい、両面（実行者の自己申告 + 指示側メトリクス）で評価して反復改善する手法。改善が頭打ちになるまで回す。プロンプトや skill を新規作成・大幅改訂した直後、またはエージェントの挙動が期待通りにならない原因を指示側の曖昧さに求めたいときに使う。
5 other projects use a version of this, 3 of them edited.
Adopted by
Most recently taken up by
- H-ymt/skillsedited, first seen Nov 8, 2026
- h-wata/claude-skillsedited, first seen Oct 13, 2026
- mizchi/skillstheir own version, first seen Oct 2, 2026
- ba0918/claude-skillstheir own version, first seen Jul 9, 2026
- 15yotsuka/claude-skillsedited, first seen May 22, 2026
Other versions5 projects use a version of this.
Word for word · 0
None found.
Edited · 3
- 15yotsuka/claude-skills★ 093% same
- h-wata/claude-skills★ 094% same
- H-ymt/skills★ 091% same
Wrote their own version · 2
- mizchi/skills★ 369same name
- ba0918/claude-skills★ 0same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository3 other files it gives its agents.
The file
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