BEE — Belief Extraction Engine

Give your OpenClaw agents persistent, structured memory across sessions.

What BEE Does

BEE hooks into the OpenClaw lifecycle and:

• Extracts beliefs at session end via a lightweight LLM call (Haiku by default)
• Injects recalled context before every agent spawn
• Scopes by namespace — each agent (VECTOR, FORGE, ORACLE, etc.) has isolated beliefs
• Deduplicates — cosine similarity check prevents duplicate beliefs (>0.92 → merge)
• Tracks spawns — monitors subagent budget per session

Beliefs live in a SQLite database (vector.db) and persist indefinitely across restarts.

Installation