Graph-first memory orchestration - knowledge graph (PRIMARY, always available) with optional mem0 cloud enhancement for semantic search. Use when designing memory orchestration or combining graph and mem0.
View on GitHubFebruary 4, 2026
Select agents to install to:
npx add-skill https://github.com/yonatangross/orchestkit/blob/main/plugins/ork-memory-fabric/skills/memory-fabric/SKILL.md -a claude-code --skill memory-fabricInstallation paths:
.claude/skills/memory-fabric/# Memory Fabric - Graph-First Orchestration Graph-first architecture: mcp__memory__* (knowledge graph) is PRIMARY and always available. mem0 scripts (semantic cloud) are an OPTIONAL enhancement for semantic search when configured. ## Overview - Comprehensive memory retrieval across both systems - Cross-referencing entities between semantic and graph storage - Ensuring no relevant memories are missed from either source - Building unified context from heterogeneous memory stores ## Architecture Overview ``` ┌─────────────────────────────────────────────────────────────┐ │ Memory Fabric Layer │ ├─────────────────────────────────────────────────────────────┤ │ │ │ ┌─────────────┐ ┌─────────────┐ │ │ │ Query │ │ Query │ │ │ │ Parser │ │ Executor │ │ │ └──────┬──────┘ └──────┬──────┘ │ │ │ │ │ │ ▼ ▼ │ │ ┌──────────────────────────────────────────────┐ │ │ │ Parallel Query Dispatch │ │ │ └──────────────┬───────────────────┬───────────┘ │ │ │ │ │ │ ┌─────────▼─────────┐ ┌──────▼──────────┐ │ │ │ mem0 scripts │ │ mcp__memory__* │ │ │ │ (Semantic Cloud) │ │ (Local Graph) │ │ │ └─────────┬─────────┘ └──────┬──────────┘ │ │ │ │ │ │ ▼ ▼ │ │ ┌─────────────────────────────────────────┐ │ │ │ Result Normalizer │ │ │ └─────────────────────┬───────────────────┘ │ │