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Get Started Free →loulanyue/verification-loop
Claude Code 세션을 위한 포괄적인 검증 시스템.
Passed 17 of 19 test cases with the skill, and 15 of 19 without it.
and 2 more in the full report
3 fixed17 passed either way2 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 2 test cases the skill fixed. Same model, same prompt, with and without the skill.
In phase 5 security scanning for a TypeScript project, we need to detect hardcoded API keys and secret tokens before committing. Which specific key prefix pattern should be searched for using grep?
| Checked | Without skill | With skill |
|---|---|---|
| Searches for secret key pattern sk- | Missed | Passed |
The instructions your model reads when the skill loads.
一个全面的 Claude Code 会话验证系统。
在以下情况下调用此技能：
# Check if project builds
npm run build 2>&1 | tail -20
# OR
pnpm build 2>&1 | tail -20
如果构建失败，请停止并在继续之前修复。
# TypeScript projects
npx tsc --noEmit 2>&1 | head -30
# Python projects
pyright . 2>&1 | head -30
报告所有类型错误。在继续之前修复关键错误。
test cases passed, vs 15 / 19 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.