When feedback relates to a specific technology, load the relevant skill
to verify against established codebase patterns.
Skill Lookup Table
Feedback Domain
Skill
Key Patterns to Check
Python code quality
python-code-review
Type hints, error handling, naming
FastAPI endpoints
fastapi-code-review
Dependency injection, response models
SQLAlchemy models
sqlalchemy-code-review
Relationships, session handling
Pytest tests
pytest-code-review
Fixtures, parametrization, mocking
PostgreSQL queries
postgres-code-review
Indexes, joins, transactions
React components
shadcn-code-review
Component composition, accessibility
React Router
react-router-code-review
Loaders, actions, error boundaries
Tailwind styling
tailwind-v4
Utility classes, responsive design
State management
zustand-state
Store structure, selectors
Vitest tests
vitest-testing
Test structure, mocking
Integration Workflow
Identify domain - What technology does the feedback concern?
Load skill - Use Skill tool: Skill(skill: "beagle:<skill-name>")
Cross-reference - Does feedback align with skill guidance?
Resolve conflicts - If feedback contradicts skill, flag for discussion
Conflict Resolution
If reviewer feedback conflicts with skill guidance:
Skill says: [pattern from skill]
Reviewer says: [contradicting suggestion]
Flag: "Feedback conflicts with established pattern. Discuss before implementing."
Codebase patterns (captured in skills) take precedence over external opinions.
1---2name: 2108-skill-integration-449f8e923description: Skill Integration4---5# Skill Integration67## Using Code-Review Skills for Verification89When feedback relates to a specific technology, load the relevant skill10to verify against established codebase patterns.1112## Skill Lookup Table1314| Feedback Domain | Skill | Key Patterns to Check |15|-----------------|-------|----------------------|16| Python code quality | python-code-review | Type hints, error handling, naming |17| FastAPI endpoints | fastapi-code-review | Dependency injection, response models |18| SQLAlchemy models | sqlalchemy-code-review | Relationships, session handling |19| Pytest tests | pytest-code-review | Fixtures, parametrization, mocking |20| PostgreSQL queries | postgres-code-review | Indexes, joins, transactions |21| React components | shadcn-code-review | Component composition, accessibility |22| React Router | react-router-code-review | Loaders, actions, error boundaries |23| Tailwind styling | tailwind-v4 | Utility classes, responsive design |24| State management | zustand-state | Store structure, selectors |25| Vitest tests | vitest-testing | Test structure, mocking |2627## Integration Workflow28291. **Identify domain** - What technology does the feedback concern?302. **Load skill** - Use Skill tool: `Skill(skill: "beagle:<skill-name>")`313. **Cross-reference** - Does feedback align with skill guidance?324. **Resolve conflicts** - If feedback contradicts skill, flag for discussion3334## Conflict Resolution3536If reviewer feedback conflicts with skill guidance:3738```39Skill says: [pattern from skill]40Reviewer says: [contradicting suggestion]4142Flag: "Feedback conflicts with established pattern. Discuss before implementing."43```4445Codebase patterns (captured in skills) take precedence over external opinions.
Run npx skillmds@latest add tools-only/2108-skill-integration-449f8e92 in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.
Skill Integration It is listed under Integrations & APIs on SkillMD.
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tools-only (@tools-only) published this skill. Their other Agent Skills are listed on their SkillMD profile.
tools-only