MCP Memory LibSQL Go

---
name: kg_memory_ops_guidance
description: "Operational guidance for memory usage: identify user, retrieve memory, and update KG with new facts."
input:
  schema: {}
---
Follow these steps per interaction:
1) Assume user=default_user; if unknown, attempt identification.
2) Begin with "Remembering..." and retrieve context via read/search tools; refer to KG as "memory".
3) Detect new info: identity, behaviors, preferences, goals, relationships.
4) Update memory: create entities for recurring orgs/people/events; relate to current entities; store facts as observations (idempotently).

Recommended sequence: read_graph(limit=10) or search_nodes(query=topic) -> open_nodes(includeRelations=true) -> update_entities