Best for
- Use when Claude needs to: (1) Create PR descriptions from git diffs or code changes, (2) Summarize what changed and why, (3) Document breaking changes with migration guides, (4) Add technical details and design decision…
ArabelaTso/Skills-4-SE/skills/code-change-summarizer/SKILL.md
Generates clear and structured pull request descriptions from code changes. Use when Claude needs to: (1) Create PR descriptions from git diffs or code changes, (2) Summarize what changed and why, (3) Document breaking changes with migration guides, (4) Add technical details and design decisions, (5) Provide testing instructions, (6) Enhance descriptions with security, performance, and architecture notes, (7) Document dependency changes. Takes code changes as input, outputs comprehensive PR desc
Decision brief
Generate clear, structured pull request descriptions from code changes.
Compatibility matrix
| Platform | Status | Evidence | What to check |
|---|---|---|---|
| Codex | Not declared | No explicit evidence | Portability before use |
| Claude Code | Not declared | No explicit evidence | Portability before use |
| Cursor | Not declared | No explicit evidence | Portability before use |
| Gemini CLI | Not declared | No explicit evidence | Portability before use |
Installation
The source command is displayed only when detected. A safe inspection prompt is always available so your agent can explain every action before execution.
npx skills add https://github.com/ArabelaTso/Skills-4-SE --skill "skills/code-change-summarizer"Inspect the Agent Skill "code-change-summarizer" from https://github.com/ArabelaTso/Skills-4-SE/blob/4f38503747e0617504bce5329283ef837d375c09/skills/code-change-summarizer/SKILL.md at commit 4f38503747e0617504bce5329283ef837d375c09. List every install step, command, network request, credential, file read/write, external action, and rollback step. Explain whether it fits my task. Do not install or execute anything until I approve.
Workflow
Gather code changes: - Git diff output - Modified files list - Commit messages - Related issue numbers
Implemented OAuth2 using the Authorization Code flow with PKCE for enhanced security. The authentication flow is handled by a new AuthService that manages token exchange and refresh.
Write step-by-step testing guide:
1. [Setup step] 2. [Action to perform] 3. [Expected result] 4. [Edge case to verify]
[ ] Security team review pending
Permission review
No configured static risk pattern was detected
This is not proof of safety. Runtime behavior, indirect dependencies, and hidden external systems are outside the static scan.
Evidence record
| Signal | Value | Evidence type | Meaning |
|---|---|---|---|
| Quality score | 90/100 | Computed | Documentation, specificity, maintenance, and trust rules |
| Repository stars | 236 | Source | Repository attention, not individual Skill quality |
| Compatibility | 0 platforms | Source | Declared in the catalog source record |
| Usage guide | automated source guide | Editorial | Generated or reviewed according to the visible evidence level |
Pinned source
Generate clear, structured pull request descriptions from code changes.
Gather code changes:
Understand the changes:
Categorize changes:
Write a clear title:
Format: [Type] Brief description (max 72 characters)
Types:
feat: New featurefix: Bug fixrefactor: Code refactoringdocs: Documentationtest: Testschore: Maintenanceperf: Performancestyle: Code styleci: CI/CDbuild: Build systemExamples:
feat: Add user authentication with OAuth2fix: Resolve memory leak in data processorrefactor: Simplify error handling logicWrite summary paragraph:
Example:
This PR adds OAuth2 authentication to the user login system. The change
improves security by using industry-standard authentication and enables
single sign-on with external providers.
List changes by category:
Added:
Modified:
Removed:
Fixed:
Example:
## Changes
### Added
- OAuth2 authentication flow
- User session management
- Login/logout endpoints
### Modified
- User model to include OAuth tokens
- Authentication middleware
- Database schema
### Fixed
- Session timeout not working correctly
- Memory leak in token refresh
Check for breaking changes:
Document each breaking change:
Format:
## Breaking Changes
⚠️ **[Breaking change description]**
**Impact:** [Who/what is affected]
**Migration Guide:**
1. [Step 1]
2. [Step 2]
**Before:**
```[language]
// Old code
After:
// New code
**Example:**
```markdown
## Breaking Changes
⚠️ **Authentication endpoint signature changed**
**Impact:** All API clients must update their authentication calls.
**Migration Guide:**
1. Update authentication endpoint from `/auth/login` to `/auth/oauth/login`
2. Include `provider` parameter in request body
3. Handle new response format with OAuth tokens
**Before:**
```javascript
POST /auth/login
{ "username": "user", "password": "pass" }
After:
POST /auth/oauth/login
{ "username": "user", "password": "pass", "provider": "google" }
### 5. Add Technical Details
**Explain implementation approach:**
- High-level technical approach
- Key algorithms or patterns used
- Important implementation details
**Document design decisions:**
- Why this approach was chosen
- Alternatives considered
- Trade-offs made
**Note architecture changes:**
- New components or modules
- Changed relationships
- Updated data flow
**Example:**
```markdown
## Technical Details
### Implementation Approach
Implemented OAuth2 using the Authorization Code flow with PKCE for enhanced
security. The authentication flow is handled by a new `AuthService` that
manages token exchange and refresh.
### Key Design Decisions
- **OAuth2 over SAML:** Chose OAuth2 for better mobile support and simpler
implementation
- **PKCE extension:** Added PKCE to protect against authorization code
interception attacks
- **Token storage:** Store refresh tokens in secure HTTP-only cookies
### Architecture Changes
- Added new `AuthService` layer between controllers and OAuth provider
- Introduced `TokenManager` for token lifecycle management
- Updated database schema to store OAuth provider information
List dependency changes:
Added dependencies:
Updated dependencies:
Removed dependencies:
Example:
## Dependencies
### Added
- `[email protected]` - OAuth2 authentication library
- `[email protected]` - Google OAuth2 strategy
### Updated
- `[email protected]` → `[email protected]` - Security patches and bug fixes
- `[email protected]` → `[email protected]` - Updated for Node 18 support
### Removed
- `[email protected]` - Replaced by OAuth2, no longer needed for password hashing
Write step-by-step testing guide:
Format:
## Testing
### How to Test
1. [Setup step]
2. [Action to perform]
3. [Expected result]
4. [Edge case to verify]
### Test Coverage
- Added [X] unit tests
- Added [Y] integration tests
- Current coverage: [Z]%
### Manual Testing Checklist
- [ ] Test scenario 1
- [ ] Test scenario 2
- [ ] Test edge case 1
Example:
## Testing
### How to Test
1. Start the application: `npm start`
2. Navigate to `/login`
3. Click "Sign in with Google"
4. Complete OAuth flow in popup
5. Verify you're redirected back and logged in
6. Check that session persists after page refresh
### Test Coverage
- Added 15 unit tests for AuthService
- Added 8 integration tests for OAuth flow
- Current coverage: 87% (up from 82%)
### Manual Testing Checklist
- [ ] Google OAuth login works
- [ ] Session persists across page refreshes
- [ ] Logout clears session correctly
- [ ] Token refresh works when token expires
- [ ] Error handling for failed OAuth
Add security considerations:
Add performance impact:
Add architecture notes:
Example:
## Security Considerations
### Improvements
- ✅ Implemented PKCE to prevent authorization code interception
- ✅ Store refresh tokens in HTTP-only cookies to prevent XSS
- ✅ Added rate limiting on authentication endpoints
- ✅ Validate OAuth state parameter to prevent CSRF
### Security Review
- [ ] Security team review pending
- [ ] Penetration testing scheduled
## Performance Impact
### Expected Changes
- Login time: ~500ms (OAuth redirect adds latency)
- Token validation: <10ms (cached in memory)
- Database queries: +2 per login (OAuth token storage)
### Optimizations
- Implemented token caching to reduce database hits
- Added connection pooling for OAuth provider requests
## Architecture Notes
### Patterns Used
- **Strategy Pattern:** Different OAuth providers (Google, GitHub, etc.)
- **Factory Pattern:** Token creation and validation
- **Middleware Pattern:** Authentication checks
### Integration Points
- Integrates with existing User model
- Hooks into session management middleware
- Compatible with existing authorization system
List documentation updates:
## Documentation
- [ ] Updated README with OAuth setup instructions
- [ ] Added API documentation for new endpoints
- [ ] Updated environment variables guide
- [ ] Added OAuth provider configuration guide
- [ ] Updated changelog
Reference related issues:
## Related Issues
Closes #123
Fixes #456
Related to #789
Review the PR description:
Refine for clarity:
Verify completeness:
Generate a complete PR description in Markdown:
# [Type] Brief description
## Summary
[2-3 sentence overview]
## Changes
### Added
- [Item 1]
- [Item 2]
### Modified
- [Item 1]
### Fixed
- [Item 1]
## Breaking Changes
[If any, with migration guide]
## Technical Details
### Implementation Approach
[Explanation]
### Key Design Decisions
- [Decision 1]
- [Decision 2]
### Architecture Changes
[Description]
## Dependencies
### Added
- [Package] - [Reason]
### Updated
- [Package] - [Reason]
## Testing
### How to Test
1. [Step 1]
2. [Step 2]
### Test Coverage
- [Details]
### Manual Testing Checklist
- [ ] [Item 1]
- [ ] [Item 2]
## Security Considerations
[Details]
## Performance Impact
[Details]
## Architecture Notes
[Details]
## Documentation
- [ ] [Item 1]
- [ ] [Item 2]
## Related Issues
Closes #[number]
## Checklist
- [ ] Code follows style guidelines
- [ ] Self-review completed
- [ ] Tests added/updated
- [ ] Documentation updated
- [ ] All tests passing
See pr-templates.md for detailed templates.
Input: Code adding user authentication
Output:
# feat: Add user authentication with OAuth2
## Summary
This PR implements OAuth2 authentication for user login. Users can now
sign in using their Google or GitHub accounts, improving security and
user experience.
## Changes
### Added
- OAuth2 authentication flow
- Google and GitHub OAuth providers
- User session management
- Login/logout endpoints
### Modified
- User model to include OAuth tokens
- Database schema for OAuth data
## Testing
### How to Test
1. Start app: `npm start`
2. Navigate to `/login`
3. Click "Sign in with Google"
4. Complete OAuth flow
5. Verify successful login
### Test Coverage
- Added 15 unit tests
- Added 8 integration tests
- Coverage: 87%
Input: Code fixing memory leak
Output:
# fix: Resolve memory leak in data processor
## Summary
This PR fixes a memory leak in the data processor that was causing
memory usage to grow unbounded during long-running operations.
## Changes
### Fixed
- Memory leak in DataProcessor.process()
- Improper cleanup of event listeners
- Unclosed database connections
## Technical Details
### Root Cause
Event listeners were not being removed after processing completed,
causing references to processed data to remain in memory.
### Solution
- Added proper cleanup in finally block
- Implemented connection pooling
- Added memory monitoring
## Testing
### How to Test
1. Run long-running process: `npm run process-large-dataset`
2. Monitor memory usage
3. Verify memory stays stable
Fixes #456
Input: Code refactoring error handling
Output:
# refactor: Simplify error handling logic
## Summary
This PR refactors error handling across the application to use a
consistent pattern, improving maintainability and reducing code
duplication.
## Changes
### Modified
- Centralized error handling in ErrorHandler class
- Updated all controllers to use new error handling
- Simplified error response format
### Removed
- Duplicate error handling code in controllers
- Inconsistent error response formats
## Technical Details
### Implementation Approach
Introduced a centralized ErrorHandler class that provides consistent
error handling and response formatting across all endpoints.
### Benefits
- Reduced code duplication by 40%
- Consistent error responses
- Easier to maintain and extend
## Testing
### Behavior Verification
All existing tests pass, confirming no behavior changes.
### Test Coverage
- Updated 25 existing tests
- Coverage maintained at 85%
Solution:
Solution:
Solution:
Solution:
Frequently asked questions
Generate clear, structured pull request descriptions from code changes.
The source record exposes this install command: npx skills add https://github.com/ArabelaTso/Skills-4-SE --skill "skills/code-change-summarizer". Inspect the command and pinned source before running it.
Alternatives
th3vib3coder/vibe-science
Scientific research engine for hypothesis testing, literature gap analysis, experimental validation, and data-driven discovery. Enforces adversarial review (Reviewer 2), 32 quality gates, tree search over hypotheses, confounder harness for quantitative claims, and serendipity detection. TRIGGER when: user asks to analyze scientific data, test hypotheses, validate findings, search for research gaps, design experiments, or investigate results. DO NOT TRIGGER when: pure code review, documentation w
NVIDIA/skills
Autonomous NeMo-RL research agent workflow for directed hypothesis testing and open-ended discovery. Guides agents through the full experiment lifecycle: understanding recipes and environments, wiring RL or NeMo-gym runs, launching reproducible baselines and iterations, analyzing results, preserving human oversight, and using git plus TSV logs as the research ledger. Do NOT use for: bug fixes, code review, documentation, refactoring, dependency updates, or single-file changes.
oaslananka/kicad-mcp-pro
Use this skill for GitHub Copilot pull request and code reviews in oaslananka/kicad-mcp-pro. Review Python MCP server changes, KiCad adapter and tool-contract changes, tests, npm/package wrappers, Tauri/Rust desktop code, GitHub Actions, security controls, documentation, generated metadata, and compatibility/release surfaces. Use it whenever reviewing a PR or diff in this repository, especially changes under src/, tests/, packages/, src-tauri/, .github/workflows/, or public MCP metadata/configur
mgiovani/cc-arsenal
Multi-agent review team: architecture, security, performance, testing, style, docs/UX, plus an adversary that cross-examines the other 6, for security-sensitive, architectural, or large PRs (15+ files) where a single-agent pass risks missing cross-cutting issues. Use for auth/payments/PII changes, schema/pattern changes, compliance sign-off, or when asked to 'get the review team on this' / 'multi-agent review' / 'thorough review before merge'. For a standard PR or a quick pre-merge check, use /r