You can turn your past work notes into a smart assistant that answers questions. This tool builds a custom knowledge base from your observation history. Then you can ask it anything about your projects, decisions, or bug fixes.
Think of it as creating a focused brain on a topic. For example, you can make a brain called hooks expertise that knows everything about your project's lifecycle hooks. Or a brain with all your bug fixes from last month.
The process has three steps. First, you build a corpus by filtering your observations. Then you prime it into an AI session. Finally, you query it conversationally. You can rebuild and reprime to keep it fresh.
Global
mkdir -p ~/.claude/skills/knowledge-agentProject
mkdir -p .claude/skills/knowledge-agentSource 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