when-validating-code-works-use-functionality-audit
Installation
SKILL.md
Functionality Audit - Code Execution Validation
When to Use This Skill
Trigger Conditions:
- After generating new code or modifying existing code
- When code appears complete but actual functionality is uncertain
- Before merging PRs or deploying to production
- When debugging reported issues or unexpected behavior
- As part of quality assurance workflows
- When validating third-party code integrations
Situations Requiring Functionality Audit:
- Code generated by AI that needs execution validation
- Complex logic changes requiring runtime verification
- Integration of new libraries or dependencies
- Refactoring that may have introduced regressions
- Migration to new frameworks or language versions