MemTensor/skills-vote

Registry 信息

项目简介

SkillsVote 是一个智能体技能生命周期治理框架，涵盖技能收集、推荐和演化。它通过基于投票的机制使 LLM 智能体能够动态管理技能，确保相关性和适应性。

要点

• 基于投票的智能体技能治理
• 端到端生命周期管理：收集、推荐、演化
• 专为 LLM 智能体动态适应技能而设计
• 开源 Python 实现

使用场景

• 在生产 LLM 系统中管理智能体技能集
• 为不断演化的智能体任务自动推荐技能
• 在多智能体环境中实现社区驱动的技能演化

README 摘要

<div align="center"> <h1>SkillsVote</h1> <p><strong>Lifecycle Governance of Agent Skills: From Collection and Recommendation to Evolution</strong></p> <p><em>Route skills just in time, learn from task execution, and evolve reusable skill libraries through attribution-grounded feedback.</em></p> <p>Powered by <a href="https://memos.openmem.net/"><b>MemTensor</b></a></p> </div> <p align="center"> <a href="https://arxiv.org/abs/2605.18401"> <img alt="arXiv" src="https://img.shields.io/badge/arXiv-2605.18401-b31b1b?style=for-the-badge&logo=arxiv&logoColor=white"> </a> <a href="https://skills.vote"> <img alt="Website" src="https://img.shields.io/badge/Website-skills.vote-blue?style=for-the-badge&logo=google-chrome"> </a> <a href="https://mp.weixin.qq.com/s/fA4DbNnCVbsToOt886VcfQ"> <img alt="WeChat Blog" src="https://img.shields.io/badge/WeChat-Blog_Post-07C160?style=for-the-badge&logo=wechat&logoColor=white"> </a> <a href="http://xhslink.com/o/9c53b8USOxK"> <img alt="rednote" src="https://img.shields.io/badge/rednote-Post-FF2442?style=for-the-badge"> </a> <a href="https://opensource.org/license/mit/"> <img alt="License" src="https://img.shields.io/badge/License-MIT-green?style=for-the-badge&logo=opensourceinitiative&logoColor=white"> </a> <a href="#quick-start"> <img alt="Quick Start" src="https://img.shields.io/badge/Quick_Start-Ready_To_Go-yellow?style=for-the-badge&logo=rocket"> </a> </p> <div align="center"> <img src="assets/pipeline.png" width="90%"> </div> ## 🧭 What SkillsVote Governs Agent skills are becoming a reusable execution layer for coding agents, research agents, and workflow agents. SkillsVote starts from this large-scale setting: we have discovered over 🔥 **1.68M** `SKILL.md` files from open-sourc

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