Design Rationale

Core Structure

The procedure is designed to maintain a clean conversation flow while ensuring all necessary information is available. The flow focuses on:

Context management
- Load basic user info immediately to ensure proper interaction
- Recent conversation history provides continuity
- Clean context when usage exceeds 50%
- Gather only what's needed for the current conversation
- Skip gathering if it would slow down the interaction
Message Management
- Draft-review-revise cycle for quality
- Automatic history tracking for both user and agent messages
- Clear file naming convention using entry IDs
Script Handling
- Pre-execution estimation of runtime and output
- Explicit acceptability check before running
- Timeout and output limits for safety
Response Timing
- Adaptive busy wait with exponential backoff
- Clear decision point for wait vs end
- Proper context cleanup on exit