prefrontal-cortex

What problem does it solve?

Provides a modular reasoning OS for agents that need careful planning, stepwise reasoning, and controlled tool use to avoid impulsive or unsafe actions.

Core Features & Use Cases

• Working Memory Maintenance (WMM): anchors goals and preserves context across steps.
• Inhibitory Control (IC): gate actions before execution to prevent hasty or harmful steps.
• Temporal Integration (TI): connect past decisions to future goals with forward projection.
• Meta-Cognition (MC): monitor reasoning quality, detect loops, and adjust strategy.
• Reasoning Loop: a loop through the four modules to iteratively refine actions and validate outcomes.
• Traceability & Debugging: log module steps and decision rationales for verification.

Quick Start

Run the PFC framework to guide a multi-step decision making task with tool usage and self-monitoring.