# AI Review

> Review code changes with focus on AI best practices and security Use when this capability is needed.

- Skill: `tomevault-io/ai-review-2` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds@latest add tomevault-io/ai-review-2`
- Raw SKILL.md: https://api.skillmd.com/api/skills/tomevault-io/ai-review-2/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Security
- Author: tomevault-io (https://skillmd.com/u/tomevault-io)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/tomevault-io/ai-review-2

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## What I do

- Review code changes for AI-specific best practices
- Check for common security issues in AI integrations
- Verify proper error handling and API key management
- Ensure documentation meets AI project standards
- Validate testing approaches for AI components

## When to use me

Use this skill when reviewing pull requests or code changes that involve:
- AI model integrations
- API calls to AI services
- Configuration changes for AI tools
- New AI agent implementations

Ask clarifying questions if the scope of changes is unclear or if specific security concerns should be prioritized.

## Review checklist

1. **Security**
   - No hardcoded API keys or secrets
   - Environment variables used properly
   - Input validation for AI responses

2. **Error Handling**
   - Graceful degradation when AI services fail
   - Proper timeout handling
   - Retry logic where appropriate

3. **Documentation**
   - Clear usage examples
   - API key requirements documented
   - Configuration options explained

4. **Testing**
   - Mock AI responses in tests
   - Test error scenarios
   - Validate edge cases

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