thought-loop

What problem does it solve?

Structured thought generation from environmental deltas to support the OpenClaw agent collective decision making, enabling proactive responses and improved coordination.

Core Features & Use Cases

• Detects and aggregates deltas from file systems, databases, external signals, and agent states.
• Generates structured thoughts with type, trigger, subject, observation, implication, recommendation, and confidence.
• Provides idle reflection thoughts to maintain continuous situational awareness when no events occur.
• Integrates with the Consciousness module, Triad system, memory, and self-model for end-to-end workflow.
• Use Case: When a new file is created, a discovery thought is produced to broadcast insights and trigger deliberation.

Quick Start

Run the full thought loop from the project root with node thought-loop.js run to detect changes and generate thoughts.