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Generates a polished, copy-paste ready PR description from a git diff and implementation context. Can be used standalone or as part of the pipeline. Use when: generate PR description, write PR body, create pull request text, PR summary, changelog entry.
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。
基于 SOC 职业分类
Compresses pipeline stage output into minimal, structured inter-agent payloads. Reduces token waste by 50-70% between stages while preserving all actionable information. Use when: between stages, reduce tokens, compress context, stage handoff, agent payload, token budget, optimize pipeline.
Natural language query interface for Azure DevOps. Ask questions about bugs, regressions, velocity, releases, team performance, and work items without writing WIQL. Use when: ADO query, regressions, root causes, velocity, team metrics, release bugs, sprint analysis, bug trends, what broke, how many bugs, find tickets, ADO search, work item analysis, regression report, team Madras velocity, release quality.
Validates that implementation matches the discovery contract. Checks Must Do/Must NOT Do items, guard rails, and cross-repo API consistency. Use when: validate contract, check compliance, verify implementation matches discovery, API contract check, cross-repo consistency.
Get Jenkins build status, summarize failures, identify root causes, and explain what fixed the build. Use when: checking Jenkins build, why did build fail, what broke the pipeline, build summary, CI failure cause, Jenkins job status.
Records patterns and outcomes from completed pipelines to improve future runs. Tracks what worked, what failed, and builds institutional knowledge. Use when: save lessons, record outcome, pipeline completed, what did we learn, improve future runs, pattern library.
Classifies requirements by type and selects the optimal pipeline mode. Analyzes requirement complexity, target repo, and risk to determine whether to use full-feature, quick-fix, hotfix, or refactor mode. Use when: classify requirement, what pipeline mode, how complex is this, should I skip discovery, requirement classification, complexity analysis.
| name | pr-description |
| description | Generates a polished, copy-paste ready PR description from a git diff and implementation context. Can be used standalone or as part of the pipeline. Use when: generate PR description, write PR body, create pull request text, PR summary, changelog entry. |
| argument-hint | e.g. 'generate PR for the current changes' or 'PR description for AI toggle feature' |
Generate polished, copy-paste ready PR descriptions.
Creates well-structured PR descriptions that are ready to paste into GitHub/Azure DevOps. Can be used:
From available sources (in priority order):
Categorize changes:
## [PR Title — imperative mood, concise]
### Summary
[2-3 bullet points explaining WHAT and WHY]
### Changes
| File | Change | Purpose |
|------|--------|---------|
| `path/to/file` | Added/Modified/Removed | Brief description |
### Type of Change
- [ ] Bug fix (non-breaking change that fixes an issue)
- [ ] New feature (non-breaking change that adds functionality)
- [ ] Breaking change (fix or feature that would cause existing functionality to change)
- [ ] Refactoring (no functional changes)
- [ ] Configuration change
- [ ] Documentation update
### How Has This Been Tested?
- [x] Unit tests added/updated
- [x] Existing test suite passes
- [ ] Manual testing performed
- [ ] Integration tests
### Test Coverage
| Scenario | Status |
|----------|--------|
| [Happy path] | ✅ Covered |
| [Edge case] | ✅ Covered |
| [Error handling] | ✅ Covered |
### Screenshots / Evidence
[If applicable — for UI changes]
### Risks & Considerations
- [Any known risks]
- [Backward compatibility notes]
- [Performance implications]
### Checklist
- [x] My code follows the existing code style
- [x] I have added tests that prove my fix/feature works
- [x] New and existing unit tests pass locally
- [ ] I have updated documentation if needed
- [x] No new warnings introduced
### Related Items
- [ADO Work Item / Issue link if known]
- [Related PRs if any]
| Change Type | Title Format | Example |
|---|---|---|
| Feature | Add [feature] to [area] | Add AI microservice toggle to course settings |
| Bug fix | Fix [issue] in [area] | Fix null pointer in grade calculation |
| Refactor | Refactor [what] for [why] | Refactor UserService for better testability |
| Config | Update [config] for [purpose] | Update feature flags for release 42 |