cave-agent

# Cave-Agent State Management Plan

## Python Object Structure
```python
class ConversationState:
    def __init__(self):
        self.user_preferences = {}
        self.context_history = []
        self.session_metadata = {}
```

## Stateful Logic Implementation
- **Turn 1**: Initialize ConversationState object
- **Turn 2-5**: Append user inputs to context_history
- **Turn 6**: Analyze context_history for patterns
- **Turn 7+**: Update user_preferences based on analysis

## Data Integrity Measures
- Implement JSON serialization for cross-turn persistence
- Add validation checks for all state updates
- Set maximum size limits for context_history

## Special Requirements
- Maintain separate state for each user session
- Implement automatic cleanup after 24 hours of inactivity