Turnbook — AI skill for Claude Code
Local long-term memory for AI agents.
How to install Turnbook
This entry records only its repository, not the path inside it, so there is no
exact command to give. Open goyohan0611-png/turnbook and copy the folder into
~/.claude/skills/, or the file into ~/.claude/agents/.
What Turnbook does
Local long-term memory for AI agents. Keeps every conversation word for word, costs nothing to save, and is shared by all your agents. Beat Mem0, MemPalace and agentmemory on the same tests.
Alternatives in AI
- Agentmemory — #1 Persistent memory for AI coding agents based on real-world benchmarks 1.9k ★
- Firm — Convene your standing AI staff — memos on every beat, a board session without you, minutes with dissent preser 1.3k ★
- Claudekit — by Carl Rannaberg - Impressive CLI toolkit providing auto-save checkpointing, code quality hooks, specificatio 633 ★
README
Turnbook
Your AI forgets everything when the session ends. This one remembers, and it never calls an LLM to do it.
**88.8% on LongMemEval. Zero model tokens spent saving memory. Runs on your own PC.**
[![][license-shield]][license-link] [![][python-shield]][python-link] [![][platform-shield]][platform-link] [![][longmemeval-shield]][benchmarks-link] [![][ci-shield]][ci-link] [![][pypi-shield]][pypi-link] [](https://glama.ai/mcp/servers/goyohan0611-png/turnbook) [](https://mcpservers.org/servers/goyohan0611-png/turnbook) [](https://github.com/punkpeye/awesome-mcp-servers#knowledge--memory)
*Decide something with one agent on Monday. Ask another on Wednesday. It knows.*
**English** · [한국어](README.ko.md)
Recorded live on one PC: Claude Code (Opus 5.5, effort high) and Codex (GPT-6.1-Sol, effort high) sharing one Turnbook memory. Model thinking time is fast-forwarded.
Install
Windows: download [Turnbook-Setup.cmd](https://raw.githubusercontent.com/goyohan0611-png/turnbook/main/scripts/Turnbook-Setup.cmd) and double-click it, or in PowerShell:
irm https://raw.githubusercontent.com/goyohan0611-png/turnbook/main/scripts/install.ps1 | iexmacOS / Linux:
curl -LsSf https://raw.githubusercontent.com/goyohan0611-png/turnbook/main/scripts/install.sh | shNo Python needed; noth
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