recall

Installation
SKILL.md

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

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Jan 22, 2026