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A comprehensive verification system for Claude Code sessions.
Passed 19 of 22 test cases with the skill, and 9 of 22 without it.
and 9 more in the full report
10 fixed9 passed either way3 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 10 test cases the skill fixed. Same model, same prompt, with and without the skill.
We need to check code style and syntax warnings on our backend Python package before opening a PR. Which CLI tool should be invoked to lint the project directory with output capped at 30 lines?
| Checked | Without skill | With skill |
|---|---|---|
| Runs ruff check . 2>&1 | head -30 for Python linting | Missed | Passed |
The instructions your model reads when the skill loads.
Claude Code 工作階段的完整驗證系統。
在以下情況呼叫此技能：
# 檢查專案是否建置
npm run build 2>&1 | tail -20
# 或
pnpm build 2>&1 | tail -20
如果建置失敗，停止並在繼續前修復。
# TypeScript 專案
npx tsc --noEmit 2>&1 | head -30
# Python 專案
pyright . 2>&1 | head -30
報告所有型別錯誤。繼續前修復關鍵錯誤。
# JavaScript/TypeScript
npm run lint 2>&1 | head -30
test cases passed, vs 9 / 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.