Individual skill
memory-bridge
Bridge Claude Code auto-memory into AgentDB with ONNX embeddings, deduplicate, and enable unified cross-project search
plugins/ruflo-rag-memory/skills/memory-bridge/SKILL.md
Source commit 722232566ad1fc4e73ba4fefc46d77d380ce61ba
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- Last checked
- Nov 9, 2026
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- Repository last updated
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- License
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- agent-memory Repository topic
- agent-orchestration Repository topic
- agentic-ai Repository topic
- agentic-workflow Repository topic
- ai-agents Repository topic
- autonomous-agents Repository topic
- claude Repository topic
- claude-code Repository topic
- codex Repository topic
- hnsw Repository topic
- engineering Derived category
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# Memory Bridge
Import Claude Code's native auto-memory files into AgentDB for semantic search across sessions and projects.
## What it does
Claude Code stores memories as markdown files in `~/.claude/projects/*/memory/*.md`. This bridge:
1. Reads all memory files (current project or all projects)
2. Generates 384-dim ONNX embeddings (all-MiniLM-L6-v2)
3. Stores in AgentDB's `claude-memories` namespace with HNSW indexing
4. Deduplicates against existing entries (cosine similarity > 0.95)
5. Enables unified semantic search across all memory sources
## Steps