Adaptive Questioning Guide

Question Templates by Purpose

When "Ask me 4 more targeted questions" is selected, generate questions based on the purpose(s) selected in Step 0.

For API Integration

• Which specific endpoints/resources? (e.g., for Stripe: payments, customers, subscriptions)
• Read-only, write access, or both?
• Any specific use cases to prioritize?
• Authentication scope needed?

For Database Access

• Which database system? (PostgreSQL, MySQL, MongoDB, etc.)
• What operations? (SELECT only, full CRUD, complex queries)
• Specific tables/collections?
• Migration management needed?

For File Operations

• What file types? (JSON, CSV, images, etc.)
• Read, write, or both?
• Batch processing or single files?
• Directory traversal needed?

For Custom Tools

• What calculations/transformations?
• Input/output data types?
• Real-time or batch processing?
• Any external dependencies?

Usage

1. Select relevant template based on purpose from Step 0
2. Generate 4 questions using AskUserQuestion tool
3. After receiving answers, analyze for gaps
4. Present decision gate again
5. Repeat until user selects "Proceed to API research"