hybrid_memory
CommunityUnified code retrieval: semantic & structural.
Authorbmaddevelopment-stack
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill addresses the challenge of understanding complex codebases by providing a unified way to retrieve information both semantically (what code is like this query) and structurally (how code elements connect).
Core Features & Use Cases
- Hybrid Retrieval: Combines vector embeddings (ChromaDB) for semantic search with a knowledge graph (NetworkX) for structural traversal.
- Codebase Understanding: Ideal for agents needing to analyze code relationships, dependencies, and semantic similarities.
- Use Case: Ask "Find the authentication code and show what functions it calls" to get both semantically similar code snippets and a direct call graph.
Quick Start
Use the hybrid_memory skill to find code related to 'user login' and show what functions it calls.
Dependency Matrix
Required Modules
chromadbsentence-transformersnetworkx
Components
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: hybrid_memory Download link: https://github.com/bmaddevelopment-stack/openclaw-skill-hybrid-memory/archive/main.zip#hybrid-memory Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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