Updated 6d ago
by MemTensor
MemOS
Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings and DeepSeek Harness support.
11.9k GitHub stars (11,880)
+220 in 16 days
| Period | New stars |
|---|---|
| Oct 1 | +1 |
| Oct 2 | +13 |
| Oct 3 | +3 |
| Oct 4 | +15 |
| Oct 5 | +6 |
| Oct 6 | +6 |
| Oct 7 | +32 |
| Oct 8 | +12 |
| Oct 9 | +15 |
| Oct 10 | +9 |
| Oct 11 | +24 |
| Oct 12 | +19 |
| Oct 13 | +14 |
| Oct 14 | +22 |
| Oct 15 | +15 |
| Oct 16 | +14 |
- 7 skills (7 skills found in its SKILL.md files)
- 1.1k forks (1,095 forks)
- 6d ago last update (Last updated 6d ago)
Install
Skills CLI
npx skills add MemTensor/MemOS
Asks which skills and agents to install. Just one: npx skills add MemTensor/MemOS --skill memos-local — add -g for every project.
Claude Code
git clone https://github.com/MemTensor/MemOScp -r "MemOS/apps/memos-local-openclaw/site/public" ~/.claude/skills/
Copies the memos-local skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project). Repeat for the other skills listed below.
Plugin
/plugin marketplace add MemTensor/MemOS
Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.
Skills can run code on your machine — read the SKILL.md first.
What it does
In the author's own words, from each skill's SKILL.md.
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memos-local
Persistent local memory for OpenClaw agents. Use when users say: - "install memos" - "install MemOS" - "setup memory" - "add memory plugin" - "openclaw memory" - "memos onboarding" - "memory not working" - "configure memory" - "enable memory" - "upgrade MemOS" - "update memory plugin"
apps/memos-local-openclaw/site/public/SKILL.md on GitHub (opens in a new tab) -
browserwing-admin
Manage and operate BrowserWing — an intelligent browser automation platform. Install dependencies, configure LLM, create/manage/execute automation scripts, use AI-driven exploration to generate scripts, browse the script marketplace, and troubleshoot issues.
apps/memos-local-openclaw/skill/browserwing-admin/SKILL.md on GitHub (opens in a new tab) -
browserwing-executor
Control browser automation through HTTP API. Supports page navigation, element interaction (click, type, select), data extraction, accessibility snapshot analysis, screenshot, JavaScript execution, and batch operations.
apps/memos-local-openclaw/skill/browserwing-executor/SKILL.md on GitHub (opens in a new tab) -
memos-memory-guide
Use the MemOS Local memory system to search and use the user's past conversations. Use this skill whenever the user refers to past chats, their own preferences or history, or when you need to answer from prior context. When auto-recall returns nothing (long or unclear user query), generate your own short search query and call memory_search. Available tools: memory_search, memory_get, memory_write…
apps/memos-local-openclaw/skill/memos-memory-guide/SKILL.md on GitHub (opens in a new tab) -
ask-user-question
Ask users questions via the UI. Use when you need clarification, user preferences, or confirmation before proceeding. The user CANNOT see CLI output - this tool is the ONLY way to communicate with them.
apps/openwork-memos-integration/apps/desktop/skills/ask-user-question/SKILL.md on GitHub (opens in a new tab) -
dev-browser
Browser automation with persistent page state. Use when users ask to navigate websites, fill forms, take screenshots, extract web data, test web apps, or automate browser workflows. Trigger phrases include "go to [url]", "click on", "fill out the form", "take a screenshot", "scrape", "automate", "test the website", "log into", or any browser interaction request.
apps/openwork-memos-integration/apps/desktop/skills/dev-browser/SKILL.md on GitHub (opens in a new tab) -
safe-file-deletion
Enforces explicit user permission before any file deletion. Activates when you're about to use rm, unlink, fs.rm, or any operation that removes files from disk. MUST be followed for all delete operations.
apps/openwork-memos-integration/apps/desktop/skills/safe-file-deletion/SKILL.md on GitHub (opens in a new tab)
No skill matches that filter.
Review before you install
A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.