
Give your agent long-term memory across sessions: MindMemOS's CLI to store, search, correct and consolidate what it learns about you.
Pack · 2 skillsby mindscale-noah· ProductivityUnclaimed · Yours? Claim it
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About
MindMemOS is an open-source long-term memory layer for AI agents. This skill pack teaches your agent to use the mindmemos command-line tool, so it can store what you tell it, recall it in later sessions, and keep that memory accurate over time. You can use the MindMemOS cloud service or run the server yourself. What you can do with it - Store facts, preferences and conversation turns. MindMemOS pulls out what lasts and merges it with what it already knows - Search memory before answering, with fast vector recall or a multi-step agentic search, optional reranking and a token budget - List, update or delete specific memories when one is stale, wrong or sensitive - Send feedback when a recalled memory was wrong or missing, and run a background "dreaming" pass that consolidates memories - Register, version and roll back skills with the CLI's skill commands - Follow its guides to wire memory into OpenClaw and DeepSeek Harness, so memories are recalled and written automatically How it connects - Install the CLI with pip install mindmemos-sdk (or pipx or uv tool install), then run mindmemos auth with an API key, a user id and the server address. - Use the cloud service at mindmemos.cn with a key from its website, or self-host the open-source server, which runs on Docker with your own chat and embedding models. - Scope reads and writes with a stable user id so memories don't mix between people. Good to know - The pack also includes a small xlsx skill (openpyxl basics) that the project uses as the starting point for its spreadsheet skill-evolution experiments. - Guides for Codex and Claude are listed as planned. - It's open source under the MIT licence.
Skills people install alongside MindMemOS.
Once it’s added
“Remember that I'm allergic to peanuts.”
“What do you already know about my travel preferences?”
“That coffee preference you recalled was wrong: I like iced Americanos.”
“Show me every memory stored for the OpenClaw app.”
“Run a dreaming pass to consolidate my memories.”
“Set up MindMemOS memory in OpenClaw.”
Before you add it
Reads only
Memories that match a question, scoped to your user id · Stored memories filtered by app, agent or session
Makes changes · your agent can ask first
Adds facts and conversation turns to your MindMemOS memory · Updates or deletes memories by id · Sends feedback and starts consolidation passes
Pack · 2 skills, each with its own page
From people who use it
Step by step
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Scanned on every change, and again when our rules improve.
Runs on your machine.
Runs on your machine.
Runs on your machine.
Runs on your machine.
npx -y degit mindscale-noah/MindMemOS/skills/mindmemos-cli ~/.copilot/skills/mindmemos-cli npx -y degit mindscale-noah/MindMemOS/resources/skill_evolve/spreadsheetbench_init_skill/xlsx ~/.copilot/skills/xlsx
Runs on your machine.
npx -y degit mindscale-noah/MindMemOS/skills/mindmemos-cli ~/.cursor/skills/mindmemos-cli npx -y degit mindscale-noah/MindMemOS/resources/skill_evolve/spreadsheetbench_init_skill/xlsx ~/.cursor/skills/xlsx
Runs on your machine.
npx -y degit mindscale-noah/MindMemOS/skills/mindmemos-cli ~/.claude/skills/mindmemos-cli npx -y degit mindscale-noah/MindMemOS/resources/skill_evolve/spreadsheetbench_init_skill/xlsx ~/.claude/skills/xlsx
Runs on your machine.
npx -y degit mindscale-noah/MindMemOS/skills/mindmemos-cli ~/.agents/skills/mindmemos-cli npx -y degit mindscale-noah/MindMemOS/resources/skill_evolve/spreadsheetbench_init_skill/xlsx ~/.agents/skills/xlsx
Runs on your machine.
Runs on your machine.
npx -y degit mindscale-noah/MindMemOS/skills/mindmemos-cli ~/.gemini/skills/mindmemos-cli npx -y degit mindscale-noah/MindMemOS/resources/skill_evolve/spreadsheetbench_init_skill/xlsx ~/.gemini/skills/xlsx
Runs on your machine.
npx -y degit mindscale-noah/MindMemOS/skills/mindmemos-cli .agents/skills/mindmemos-cli npx -y degit mindscale-noah/MindMemOS/resources/skill_evolve/spreadsheetbench_init_skill/xlsx .agents/skills/xlsx
Runs on your machine.
npx -y degit mindscale-noah/MindMemOS/skills/mindmemos-cli ~/.openclaw/skills/mindmemos-cli npx -y degit mindscale-noah/MindMemOS/resources/skill_evolve/spreadsheetbench_init_skill/xlsx ~/.openclaw/skills/xlsx
Runs on your machine.
npx -y degit mindscale-noah/MindMemOS/skills/mindmemos-cli ~/.config/opencode/skills/mindmemos-cli npx -y degit mindscale-noah/MindMemOS/resources/skill_evolve/spreadsheetbench_init_skill/xlsx ~/.config/opencode/skills/xlsx
Runs on your machine.
npx -y degit mindscale-noah/MindMemOS/skills/mindmemos-cli ~/.hermes/skills/mindmemos-cli npx -y degit mindscale-noah/MindMemOS/resources/skill_evolve/spreadsheetbench_init_skill/xlsx ~/.hermes/skills/xlsx
Scanned and passed · checked 48 min ago
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Teaches your agent the gws command line for Gmail, Calendar, Drive, Sheets, Docs and Chat, with ready-made workflows and recipes.
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Safe to install in every agent it supports. Runs in your agent, as instructions.