Summary
This bridges Claude Code's auto-memory markdown files into AgentDB with proper semantic search. It reads from `~/.claude/projects/*/memory/*.md`, generates 384-dim ONNX embeddings, and stores them in AgentDB's HNSW index with deduplication at 0.95 cosine similarity. Runs automatically on session start, but you can manually import all projects or force a refresh. The real win is unified search across all your session memories instead of being stuck in per-project silos. If you have ruflo-ruvector loaded, it also enables hybrid search and graph RAG across memory entries. Basically turns scattered memory files into a queryable knowledge base.
Install to Claude Code
npx -y skills add ruvnet/ruflo --skill memory-bridge --agent claude-codeInstalls into .claude/skills of the current project.
Keep your Mac awake while Claude Code and 40+ AI agents run. Sleeps when they're idle.
One time payment $9 →
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
On Capafy, your Skill runs online 24/7 as an agent product, and you get paid every time someone uses it.
Start earning →
Files
SKILL.md
Select a file.
Featured
Keep your Mac awake while Claude Code and 40+ AI agents run. Sleeps when they're idle.
One time payment $9 →Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →On Capafy, your Skill runs online 24/7 as an agent product, and you get paid every time someone uses it.
Start earning →First SeenJun 3, 2026
