Validation Loop

When to Use

• npm run validate fails
• CI/CD breaks
• Test or build failures

Process

1. Capture full error output
2. Analyze root cause in context of examples/
3. Apply minimal fix aligned with patterns
4. Re-run validation
5. Repeat until success (max 5 attempts)

Commands

npm run validate