PlanProve is a research-focused AI agent framework centered on improving how agents plan before executing.
Design
- Abstract class hierarchy separates tool definitions from the planning loop, making it easy to swap or extend tools without touching core logic
- Supports flexible planning workflows - agents can re-plan mid-task based on intermediate results
Results
Improved task-planning accuracy by 50% through targeted prompt engineering and iterative refinement of tool-selection heuristics across varied input scenarios.