engram

Use this skill when you need to write SurrealQL queries or schema definitions. Triggers on: "SurrealQL", "SurrealDB query", "surql", "DEFINE", "SELECT FROM", "CREATE TABLE", "RELATE", "full-text search", "vector search", "HNSW", "graph traversal", "computed field", "memory strength decay", "knowledge graph", "edge queries", "record link", "UPSERT", "BM25", "search operator", "@1@", "SPLIT", "FETCH". Use this skill to understand exact SurrealQL syntax for the surrealdb-memory plugin.

This skill should be used when writing SurrealQL queries for SurrealDB 3.0, modifying the engram schema, or debugging SurrealQL errors. Triggers on: "SurrealQL", "surql", "SurrealDB query", "schema change", "DEFINE TABLE", "DEFINE FIELD", "DEFINE INDEX", "UPSERT", "RELATE", or any SurrealDB DDL.

This skill should be used when the user asks to "manage memory", "consolidate memories", "promote memories", "archive old memories", "check memory health", "prune knowledge graph", "switch deployment mode", "export memory", or needs guidance on memory lifecycle management. Covers: consolidation pipeline, promotion criteria, archival, knowledge graph maintenance, deployment mode switching, memory diagnostics, and troubleshooting.

This skill should be used when the user asks to "search memories", "find in memory", "what do I remember about X", "recall past decisions", "check memory for X", or needs guidance on constructing memory queries. Covers: MCP tool usage patterns, memory type selection (episodic/semantic/procedural/working), scope selection (session/project/user), importance scoring, and retrieval strategies (BM25, graph, hybrid).