Recall - Search Knowledge Graph

Search past decisions and patterns from the knowledge graph with optional cloud semantic search enhancement.

Graph-First Architecture (v2.1)

The recall skill uses graph memory as PRIMARY search:

1. Knowledge Graph (PRIMARY): Entity and relationship search via mcp__memory__search_nodes - FREE, zero-config, always works
2. Semantic Memory (mem0): Optional cloud search via search-memories.py script - requires MEM0_API_KEY, use with --mem0 flag

Benefits of Graph-First:

• Zero configuration required - works out of the box
• Explicit entity and relationship queries
• Fast local search with no network latency
• No cloud dependency for basic operation
• Optional cloud enhancement with --mem0 flag for semantic similarity search

Overview