ruflo-memory

---

name: ruflo-memory description: SOTA memory CRUD — store, search (hybrid/graph-rag/dense), retrieve, list, consolidate

$ARGUMENTS

Memory operations with HNSW-indexed vector search (measured ~1.9x at N=20k, ~3.2x–4.7x at N=5k vs brute force; ANN wins above the crossover).

Parse $ARGUMENTS to determine the operation:

store --key KEY --value VALUE [--namespace NS]: npx @claude-flow/cli@latest memory store --key "KEY" --value "VALUE" --namespace NAMESPACE

search --query QUERY [--namespace NS] [--limit N] [--hybrid] [--graph-rag]:

• Default (dense): npx @claude-flow/cli@latest memory search --query "QUERY" --namespace NAMESPACE --limit 5
• Hybrid (sparse+dense): npx ruvector search "QUERY" --hybrid --limit 5
• Graph RAG (multi-hop): npx ruvector search "QUERY" --graph-rag --limit 5

retrieve --key KEY [--namespace NS]: npx @claude-flow/cli@latest memory retrieve --key "KEY" --namespace NAMESPACE

list [--namespace NS] [--limit N]: npx @claude-flow/cli@latest memory list --namespace NAMESPACE --limit 10

delete --key KEY [--namespace NS]: npx @claude-flow/cli@latest memory delete --key "KEY" --namespace NAMESPACE

consolidate [--namespace NS]: Deduplicate entries with cosine > 0.92, prune stale (>30 days untouched, zero retrieval hits), rebuild HNSW index. npx @claude-flow/cli@latest hooks worker dispatch --trigger consolidate

bridge [--all-projects]: Import Claude Code auto-memory into AgentDB. See /memory-bridge skill for details.

Default namespace is "default". Common namespaces: patterns, tasks, solutions, feedback, security, claude-memories.

If no arguments, run memory list.