hybrid-memory
Installation
SKILL.md
Hybrid Memory System
Combines two memory backends into a single recall layer:
- QMD (Vector Store): Retrieves documents, specs, and full-text content by semantic similarity.
- Graphiti (Knowledge Graph): Retrieves temporal facts, entity relationships, and cross-agent knowledge.
Primary Tool
For most memory queries, use the hybrid search script. It queries both systems in parallel and merges results.
~/.openclaw/scripts/memory-hybrid-search.sh "your query"
Optional flags:
[group_id]— Specify agent group (default:openclaw-main)--json— Output JSON for programmatic use