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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Memento-Skills: Let Agents Design Agents
| Date | Stars |
|---|---|
| 2026-07-31 | 1538 |
| 2026-08-06 | 1538 |
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<h1 align="center">Memento-Skills: Let Agents Design Agents</h1> <h3 align="center"><b>Deploy an agent. Let it learn, rewrite, and evolve its own skills.</b></h3> <a id="desktop-app-launch"></a> <table> <tr> <td align="center"> <h2>Memento-S Desktop App Is Live</h2> <p><b>The agent that learns, stores skills, and improves through real tasks is now available as a desktop app.</b></p> <p> You no longer need to start Memento-S from source. Windows and macOS users can install the app directly and try desktop chat, file and document handling, web research, multi-step task execution, skill calls, and reflection-based self-improvement. </p> <p> During the launch period, new app users can receive a generous token package for long tasks, multi-turn collaboration, and agent reflection workflows. Check the app for the latest campaign details. </p> <p align="center"> <a href="https://drive.google.com/file/d/1YqiW8XbQkm1oxAdI60hplOUBW77UGTD0/view?usp=sharing"><img src="https://img.shields.io/badge/Download-Windows-2563eb?style=for-the-badge&logo=windows&logoColor=white" alt="Download for Windows"></a> <a href="https://drive.google.com/file/d/1FCVmcromh0V8JKBSt1LEqvqMAe6mOAKh/view?usp=sharing"><img src="https://img.shields.io/badge/Download-macOS-111827?style=for-the-badge&logo=apple&logoColor=white" alt="Download for macOS"></a> <a href="docs/MEMENTO_APP_LAUNCH_PR.md"><img src="https://img.shields.io/badge/Read-Launch%20Announcement-ff6f00?style=for-the-badge" alt="Read launch announcement"></a> </p> <p align="center"> <img src="https://img.shields.io/badge/Desktop%20App-Live-16a34a?style=flat-square" alt="Desktop app live"> <img src="https://img.shields.io/badge/Launch%20Offer-Token%20Gift-ca8a04?style=flat-square" alt="Launch token gift"> <img src="https://img.shields.io/badge/Updates-In%20App-0284c7?style=flat-square" alt="In-app updates"> </p> </td> </tr> </table> <p align="center"> <img src="https://img.shields.io/badge/Version-0.3.8-blue?style=for-the-badge" alt="Version 0.3.8"> <img src="https://img.shields.io/badge/Python-3.12%2B-3776AB?logo=python&logoColor=white" alt="Python 3.12+"> <img src="https://img.shields.io/badge/Skills-10%20built--in-0f766e" alt="10 built-in skills"> <img src="https://img.shields.io/badge/Framework-Fully%20Self--Developed-b91c1c" alt="Fully self-developed framework"> <img src="https://img.shields.io/badge/Self--Evolution-Reflection%20Loop-0284c7" alt="Reflection loop"> <img src="https://img.shields.io/badge/Open--Source%20LLMs-Kimi%20%7C%20MiniMax%20%7C%20GLM-ca8a04" alt="Open-source LLM ecosystems"> <img src="https://img.shields.io/badge/Interface-CLI%20%2B%20GUI-111827" alt="CLI and GUI"> <img src="https://img.shields.io/badge/Execution-Local%20Sandbox-16a34a" alt="Local sandbox"> <img src="https://img.shields.io/badge/IM-Feishu%20%7C%20DingTalk%20%7C%20WeCom%20%7C%20WeChat-2563eb" alt="IM platforms"> </p> <p align="center"> <a href="https://memento.run/"><img src="https://img.shields.io/badge/Memento-Homepage-ff6f00" alt="Memento Homepage"></a> <a href="https://skills.memento.run/"><img src="https://img.shields.io/badge/Memento--Skills-Project%20Site-0284c7" alt="Memento-Skills Project Site"></a> <a href="https://discord.com/invite/ztFS5YmB"><img src="https://img.shields.io/badge/Discord-Community-5865F2?logo=discord&logoColor=white" alt="Discord"></a> </p> <p align="center"> <a href="#desktop-app-launch">App Launch</a> · <a href="#-whats-new-in-v038">What's New</a> · <a href="#-learning-results">Learning Results</a> · <a href="#-one-click-gui-install">Install</a> · <a href="#-quick-start-developer">Quick Start</a> · <a href="#what-is-memento-skills">What Is This</a> · <a href="#what-makes-it-different">Why It Matters</a> · <a href="#-memento-ecosystem">Ecosystem</a> · <a href="#citation">Citation</a> </p> <p align="center"> <a href="#what-is-memento-skills"><b>English</b></a> · <a href="#chinese-summary"><b>中文摘要</b></a> </p> <tab
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matched fp:1a6432e8ae2a8d88, llm:Repository name and description: 'Memento-Skills: Let Agents Design Agents' — suggests tooling for agents that design agents (meta-agent skills). Language: Python. No topics or README provided.
matched fp:1a6432e8ae2a8d88, llm:Repository name and description: 'Memento-Skills: Let Agents Design Agents' — suggests tooling for agents that design agents (meta-agent skills). Language: Python. No topics or README provided.