SurrealDB Knowledge Graph Memory v2.2

A comprehensive knowledge graph memory system with semantic search, episodic memory, working memory, automatic context injection, and per-agent isolation — enabling every agent to become a continuously self-improving AI.

Description

Use this skill for:

• Semantic Memory — Store and retrieve facts with confidence-weighted vector search
• Episodic Memory — Record task histories and learn from past experiences
• Working Memory — Track active task state with crash recovery
• Auto-Injection — Automatically inject relevant context into agent prompts
• Outcome Calibration — Facts gain/lose confidence based on task outcomes
• Self-Improvement — Scheduled extraction and relation discovery make every agent smarter over time

Triggers: "remember this", "store fact", "what do you know about", "memory search", "find similar tasks", "learn from history"

Security: This skill reads workspace memory files and sends their content to OpenAI for extraction. It registers two background cron jobs and (optionally) patches OpenClaw source files. All behaviors are opt-in or documented. See SECURITY.md for the full breakdown before enabling.

Required: OPENAI_API_KEY, surreal binary, python3 ≥3.10