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Get Started Free →xu-xiang/验证循环verification-loop技能
针对 Claude Code 会话的全面验证系统。
Passed 20 of 22 test cases with the skill, and 17 of 22 without it.
3 fixed17 passed either way2 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 3 test cases the skill fixed. Same model, same prompt, with and without the skill.
对于 Python 后端项目，在进行全项目静态类型检测且希望展示前 30 行错误时，该执行什么命令？
| Checked | Without skill | With skill |
|---|---|---|
| The suggested command invokes pyright . | Missed | Passed |
The instructions your model reads when the skill loads.
针对 Claude Code 会话的全面验证系统。
在以下情况调用此技能：
# 确认项目是否可以构建
npm run build 2>&1 | tail -20
# 或者
pnpm build 2>&1 | tail -20
如果构建失败，请停止并修正后再继续。
# TypeScript 项目
npx tsc --noEmit 2>&1 | head -30
# Python 项目
pyright . 2>&1 | head -30
报告所有类型错误。在继续之前修复关键错误。
# JavaScript/TypeScript
npm run lint 2>&1 | head -30
test cases passed, vs 17 / 22 without
Published skills whose descriptions closely match this one, with their headline benchmark lift.
More skills from the same source and nearby in the registry, with their headline benchmark lift.