用 Codex 或 Claude 帮你安装 复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它检查 Skill 页面并帮你完成安装。
直接命令不会经过审查 Prompt;运行前请先检查来源。
npx skills add https://github.com/HaoNgo232/agent-bridge-kit --skill verify-changes命令会保持在同一行。复制前请横向滚动并检查完整内容。
想先保存到本地?可下载 SkillsMP 当前能够提供的文件。
正在显示 SKILL.md
基于 SOC 职业分类
API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination.
Main application building orchestrator. Creates full-stack applications from natural language requests. Determines project type, selects tech stack, coordinates agents.
AI operational modes (brainstorm, implement, debug, review, teach, ship, orchestrate). Use to adapt behavior based on task type.
| name | verify-changes |
| description | "Code that exists" ≠ "Code that works." This skill ensures changes are verified through execution. |
"Code that exists" ≠ "Code that works." This skill ensures changes are verified through execution.
❌ Verification by inspection: "I can see the function exists, it should work"
❌ Verification by assumption: "The types check out, so it's correct"
✅ Verification by execution: "I ran it, here's the output, it works because [evidence]"
- Which files were modified?
- What behavior should be different now?
- What was the original bug/requirement?
| Change Type | Verification Method |
|---|---|
| Bug fix | Reproduce the original bug scenario → confirm it no longer occurs |
| New feature | Run the feature → confirm expected output |
| Refactor | Run existing tests → confirm nothing broke |
| API change | Call the endpoint → confirm response shape |
| UI change | Render the component → confirm visual output |
| Config change | Load the config → confirm values applied |
| Build/infra | Run build command → confirm success |
# For Node.js projects
npm run build # Does it compile?
npm run test # Do tests pass?
npm run dev # Does it start?
# For specific files
node -e "require('./path/to/module'); console.log('✅ Loads correctly')"
# For API endpoints
curl http://localhost:3000/api/endpoint
# For scripts
python script.py --test
## Verification Report
### What was changed
- [File list and summary]
### How it was verified
- [Exact commands run]
### Evidence
- Build: ✅ Compiled without errors
- Tests: ✅ 42/42 passing
- Runtime: ✅ Server starts, endpoint returns expected JSON
- Edge case: ✅ Empty input handled correctly
### Not yet verified
- [Anything that couldn't be tested automatically]
npm run build — compiles without errorsnpm run lint — no linting errorsnpm run test — all tests pass| Anti-Pattern | Why It's Bad | Fix |
|---|---|---|
| "It should work" | No evidence | Run it and show output |
| Only checking happy path | Bugs hide in edge cases | Test error paths too |
| Verifying only compilation | Compiles ≠ correct | Test runtime behavior |
| Skipping verification for "trivial" changes | Trivial changes cause real bugs | Verify everything |
| After Using | Verify With |
|---|---|
frontend-design → UI changes | Render in browser, check console |
backend-specialist → API changes | curl endpoints, check responses |
database-design → Schema changes | Run migrations, query data |
testing-patterns → New tests | Run test suite, check coverage |
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