Pre-Flight Validation

Before executing the user's request, run these validation checks to catch common failure patterns.

1. Data Requirements Check

If task involves: "analysis", "plan", "optimize", "recommend", "improve", "audit", "review"

Action:

• 🛑 STOP - Do NOT proceed with assumptions or fabricated examples
• ✅ Identify what data needs to be gathered (database tables, API endpoints, files)
• ✅ List the specific queries/reads needed
• ✅ Ask: "Should I gather this data first, then proceed with analysis?"

Example:

⚠️ This task requires data gathering first.