AgentDB memory system with HNSW vector search. Provides 150x-12,500x faster pattern retrieval, persistent storage, and semantic search capabilities for learning and knowledge management. Use when: need to store successful patterns, searching for similar solutions, semantic lookup of past work, learning from previous tasks, sharing knowledge between agents, building knowledge base.
Install
npx skills add ruvnet/ruflo --skill memory-managementnpx skills add ruvnet/ruflo --skill memory-management -a claude-code -gnpx skills add ruvnet/ruflo --skill memory-management -a codex -ggemini skills install https://github.com/ruvnet/ruflo.git --path .agents/skills/memory-managementgh skill install ruvnet/ruflo memory-managementgit clone --depth 1 https://github.com/ruvnet/ruflo /tmp/ruvnet__ruflo
mkdir -p ~/.claude/skills ~/.agents/skills
cp -R /tmp/ruvnet__ruflo/.agents/skills/memory-management ~/.claude/skills/memory-management # Claude Code
cp -R /tmp/ruvnet__ruflo/.agents/skills/memory-management ~/.agents/skills/memory-management # Codex, Cursor, Gemini CLI, Copilot, OpenCode