ruflo-memory
Store and semantically search agent memory with ONNX vector embeddings on a ruOS desktop, using the Ruflo CLI. Use to persist patterns/decisions across sessions and recall them by meaning rather than exact key.
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- Repository
- ruvnet/ruos
- Last source activity
- August 31, 2026 at 04:52
- Detected SKILL.md language
- English
- Stars
- 11
- Forks
- 3
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- ruflo-memory
- description
- Store and semantically search agent memory with ONNX vector embeddings on a ruOS desktop, using the Ruflo CLI. Use to persist patterns/decisions across sessions and recall them by meaning rather than exact key.
# ruflo-memory
Vector-backed agent memory from the **Ruflo** CLI (`@claude-flow/cli`). Entries
are stored with ONNX (`all-MiniLM-L6-v2`, 384-dim) embeddings and retrieved by
semantic similarity, organized into namespaces.
## Commands
```bash
# Store a value with a vector embedding
npx @claude-flow/cli@latest memory store \
--key "pattern-auth" --value "JWT with refresh tokens" --namespace patterns
# Semantic search by meaning
npx @claude-flow/cli@latest memory search --query "authentication patterns"
# List a namespace
npx @claude-flow/cli@latest memory list --namespace patterns
```
## Notes
- Namespaces keep memory scoped (e.g. `patterns`, `loop`, per-project).
- The MCP surface (`memory_store`, `memory_search`, `memory_search_unified`)
exposes the same store to an attached Claude Code session.
- The vector substrate can be [`ruvector`](../ruvector/SKILL.md) — see that skill
for the standalone vector database.
## Package
Ruflo — [`@claude-flow/cli`](https://www.npmjs.com/package/@claude-flow/cli).
Related: [`ruflo-swarm`](../ruflo-swarm/SKILL.md),
[`ruvector`](../ruvector/SKILL.md).
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