AI agents often use many different memory systems. This makes them slow and hard to manage. The V3 Memory Specialist solves that by bringing all those systems into one place called AgentDB. It uses HNSW indexing to make searches up to 12,500 times faster. Everything still works with old code too.
Seven different memory backends become one unified system. This means agents can share memories and work faster. The specialist handles the whole process automatically. It is built for developers who want their agents to have a simple, powerful memory.
Global
mkdir -p ~/.claude/skills/agent-v3-memory-specialistProject
mkdir -p .claude/skills/agent-v3-memory-specialistSource Repository
Compressjuliusbrussee/caveman
Shrink memory files into caveman speak to save tokens and preserve code
Obsidian Baseskepano/obsidian-skills
Build powerful database views inside Obsidian with filters formulas and summaries
Remembergithub/awesome-copilot
Save lessons learned and build a smart knowledge base that grows with you
Remembering Conversationsobra/episodic-memory
Search past conversations to recall decisions, solutions, and avoid repeating mistakes
Claude Md Improveranthropics/claude-plugins-official
Audit your CLAUDE.md files for better AI agent project memory
Dbs Restoredontbesilent2025/dbskill
Continue your diagnosis where you last left off without repeating yourself
Winmd Api Searchgithub/awesome-copilot
Find Windows APIs easily with complete methods, properties, and events
Mem Searchthedotmack/claude-mem
Easily search past work across all sessions then filter before fetching details