busycaesar

Skill Improve — Development skill for Claude Code

Development community

Improve this repo's harness skills end to end — score them, find similar skills and adopt what they do better, score again, keep only changes that raised the score, and write a report.

How to install Skill Improve

Installs to ~/.claude/commands/busycaesar-harness-skill-improve.md

Terminal

mkdir -p ~/.claude/commands && curl -fsSL https://raw.githubusercontent.com/busycaesar/Harness/HEAD/.claude/commands/skill-improve.md -o ~/.claude/commands/busycaesar-harness-skill-improve.md

Restart Claude Code, or start a new session, for it to be picked up.

What Skill Improve does

description: Improve this repo's harness skills end to end — score them, find similar skills and adopt what they do better, score again, keep only changes that raised the score, and write a report. argument-hint: [skill names…] disable-model-invocation: true metadata: model-tier: Budget

Skill improve: bench → find → adopt → bench → report

Run one improvement pass over the harness skills in this repo's `skills/` folder, for the skills named in `$ARGUMENTS`, or all of them if none ar

Alternatives in Development

Again — PUA Again — 用于再试试、换个方法、别放弃、为什么还不行、同一路径失败多次；要求停止微调同一思路，改用本质不同方案 19.5k ★
M Review Again — Review Again: Multi-Round Review & Fix Loop 139 ★
Eval Run — Run an eval case end-to-end on the VM (implement → build → score → record → roll back) 136 ★