Persistent Memory
A local memory system that lives in your workspace and survives conversations. It handles the full lifecycle: init a `.memory/` directory, search with hybrid lexical and semantic retrieval, add facts or preferences when the user says "remember," and sync to check database health. The workflow is built around a CLI (either the Python script or the `pmem` shortcut) and expects you to search at task start, add sparingly, and keep entries concise. It auto-falls back from sqlite-vec to Python cosine if the vector extension isn't available. Useful if you're working in a repo where context actually matters across sessions and you want retrieval that isn't just keyword matching.
- skills.sh installs
- 753
- last updated
- Jul 14, 2026
Install
$ npx -y skills add ropl-btc/agent-skills --skill persistent-memory --agent claude-codeInstalls into .claude/skills of the current project.
Files
A local memory system that lives in your workspace and survives conversations. It handles the full lifecycle: init a `.memory/` directory, search with hybrid lexical and semantic retrieval, add facts or preferences when the user says "remember," and sync to check database health. The workflow is built around a CLI (either the Python script or the `pmem` shortcut) and expects you to search at task start, add sparingly, and keep entries concise. It auto-falls back from sqlite-vec to Python cosine if the vector extension isn't available. Useful if you're working in a repo where context actually matters across sessions and you want retrieval that isn't just keyword matching.
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- Repository
- github.com/ropl-btc/agent-skills
- Categories
- AI & Agent Building, Finance & Trading
- First seen
- May 16, 2026
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