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Title: GitHub - lsdefine/GenericAgent: Self-evolving agent: grows skill tree from 3.3K-line seed, achieving full system control with 6x less token consumption · GitHub

Open Graph Title: GitHub - lsdefine/GenericAgent: Self-evolving agent: grows skill tree from 3.3K-line seed, achieving full system control with 6x less token consumption

X Title: GitHub - lsdefine/GenericAgent: Self-evolving agent: grows skill tree from 3.3K-line seed, achieving full system control with 6x less token consumption

Description: Self-evolving agent: grows skill tree from 3.3K-line seed, achieving full system control with 6x less token consumption - lsdefine/GenericAgent

Open Graph Description: Self-evolving agent: grows skill tree from 3.3K-line seed, achieving full system control with 6x less token consumption - lsdefine/GenericAgent

X Description: Self-evolving agent: grows skill tree from 3.3K-line seed, achieving full system control with 6x less token consumption - lsdefine/GenericAgent

Opengraph URL: https://github.com/lsdefine/GenericAgent

X: @github

direct link

Domain: github.com

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README.mdhttps://github.com/lsdefine/GenericAgent/blob/main/README.md
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mykey_template.pyhttps://github.com/lsdefine/GenericAgent/blob/main/mykey_template.py
mykey_template.pyhttps://github.com/lsdefine/GenericAgent/blob/main/mykey_template.py
mykey_template_en.pyhttps://github.com/lsdefine/GenericAgent/blob/main/mykey_template_en.py
mykey_template_en.pyhttps://github.com/lsdefine/GenericAgent/blob/main/mykey_template_en.py
pyproject.tomlhttps://github.com/lsdefine/GenericAgent/blob/main/pyproject.toml
pyproject.tomlhttps://github.com/lsdefine/GenericAgent/blob/main/pyproject.toml
simphtml.pyhttps://github.com/lsdefine/GenericAgent/blob/main/simphtml.py
simphtml.pyhttps://github.com/lsdefine/GenericAgent/blob/main/simphtml.py
READMEhttps://github.com/lsdefine/GenericAgent
Contributinghttps://github.com/lsdefine/GenericAgent
MIT licensehttps://github.com/lsdefine/GenericAgent
https://github.com/lsdefine/GenericAgent/blob/main/assets/images/bar.jpg
https://github.com/lsdefine/GenericAgent#genericagent
https://gaagent.ai
https://arxiv.org/abs/2604.17091
https://github.com/JinyiHan99/GA-Technical-Report
https://datawhalechina.github.io/hello-generic-agent/
https://fudankw.cn/sophub
https://trendshift.io/repositories/25944
Englishhttps://github.com/lsdefine/GenericAgent#-english
中文https://github.com/lsdefine/GenericAgent#-%E4%B8%AD%E6%96%87
https://gaagent.aihttps://gaagent.ai
https://github.com/lsdefine/GenericAgent#-overview
https://github.com/lsdefine/GenericAgent#-table-of-contents
Key Featureshttps://github.com/lsdefine/GenericAgent#-key-features
Demo Showcasehttps://github.com/lsdefine/GenericAgent#-demo-showcase
Quick Starthttps://github.com/lsdefine/GenericAgent#-quick-start
Usagehttps://github.com/lsdefine/GenericAgent#-usage
Unlocking Advanced Capabilitieshttps://github.com/lsdefine/GenericAgent#-unlocking-advanced-capabilities
Architecturehttps://github.com/lsdefine/GenericAgent#-architecture
Self-Evolution Mechanismhttps://github.com/lsdefine/GenericAgent#-self-evolution-mechanism
Comparisonhttps://github.com/lsdefine/GenericAgent#-comparison
Evaluationhttps://github.com/lsdefine/GenericAgent#-evaluation
Roadmap & Newshttps://github.com/lsdefine/GenericAgent#-roadmap--news
Community & Supporthttps://github.com/lsdefine/GenericAgent#-community--support
Licensehttps://github.com/lsdefine/GenericAgent#-license
https://github.com/lsdefine/GenericAgent#-key-features
https://github.com/lsdefine/GenericAgent#-demo-showcase
https://github.com/lsdefine/GenericAgent/blob/main/assets/demo/discord_hcaptcha_real_browser.gif
https://github.com/lsdefine/GenericAgent/blob/main/assets/demo/autonomous_explore.png
Browser Realnesshttps://github.com/lsdefine/GenericAgent#browser-realness-of-ga-web-tools
https://github.com/lsdefine/GenericAgent/blob/main/assets/demo/order_tea.gif
https://github.com/lsdefine/GenericAgent/blob/main/assets/demo/selectstock.gif
https://github.com/lsdefine/GenericAgent/blob/main/assets/demo/alipay_expense.png
https://github.com/lsdefine/GenericAgent/blob/main/assets/demo/wechat_batch.png
https://github.com/lsdefine/GenericAgent#-quick-start
installation.mdhttps://github.com/lsdefine/GenericAgent/blob/main/docs/installation.md
installation_zh.md(中文)https://github.com/lsdefine/GenericAgent/blob/main/docs/installation_zh.md
https://github.com/lsdefine/GenericAgent#for-llm-agents
https://github.com/lsdefine/GenericAgent#for-humans
https://github.com/lsdefine/GenericAgent#method-1--clone--install-recommended
https://github.com/lsdefine/GenericAgent#method-2--one-line-installer-convenience
assets/https://github.com/lsdefine/GenericAgent/blob/main/assets
Unlocking Advanced Capabilitieshttps://github.com/lsdefine/GenericAgent#-unlocking-advanced-capabilities
https://github.com/lsdefine/GenericAgent#-usage
https://github.com/lsdefine/GenericAgent#frontends
https://github.com/lsdefine/GenericAgent#terminal-ui-recommended
https://github.com/lsdefine/GenericAgent#streamlit-ui
https://github.com/lsdefine/GenericAgent#bot-interface-im
https://github.com/lsdefine/GenericAgent#-unlocking-advanced-capabilities
https://github.com/lsdefine/GenericAgent#-architecture
https://github.com/lsdefine/GenericAgent#1️⃣-layered-memory-system
https://github.com/lsdefine/GenericAgent#2️⃣-autonomous-execution-loop
agent_loop.pyhttps://github.com/lsdefine/GenericAgent/blob/main/agent_loop.py
https://github.com/lsdefine/GenericAgent#3️⃣-minimal-toolset
https://github.com/lsdefine/GenericAgent#4️⃣-capability-extension
https://github.com/lsdefine/GenericAgent/blob/main/assets/images/workflow.jpg
https://github.com/lsdefine/GenericAgent#-self-evolution-mechanism
https://github.com/lsdefine/GenericAgent#-comparison
https://github.com/lsdefine/GenericAgent#-evaluation
JinyiHan99/GA-Technical-Reporthttps://github.com/JinyiHan99/GA-Technical-Report/tree/main
https://github.com/lsdefine/GenericAgent/blob/main/assets/images/result_radar.png
https://github.com/lsdefine/GenericAgent/blob/main/assets/images/result_convergence.png
https://github.com/lsdefine/GenericAgent#browser-realness-of-ga-web-tools-tmwebdriver
https://github.com/lsdefine/GenericAgent#-roadmap--news
Technical Report on arXivhttps://arxiv.org/abs/2604.17091
Released million-scale Skill Libraryhttps://mp.weixin.qq.com/s/q2gQ7YvWoiAcwxzaiwpuiQ?scene=1&click_id=7
Released "Dintal Claw" — a GenericAgent-powered government-affairs bothttps://mp.weixin.qq.com/s/eiEhwo-j6S-WpLxgBnNxBg
Featured by Jiqizhixin (机器之心)https://mp.weixin.qq.com/s/uVWpTTF5I1yzAENV_qm7yg
https://github.com/lsdefine/GenericAgent#-community--support
https://github.com/lsdefine/GenericAgent#-friendly-links
https://linux.do/
chilishark27/ga-managerhttps://github.com/chilishark27/ga-manager
wangjc683/galleyhttps://github.com/wangjc683/galley
FroStorM/A3Agenthttps://github.com/FroStorM/A3Agent/tree/workbench
Fwind43/GenericAgent-Adminhttps://github.com/Fwind43/GenericAgent-Admin
https://github.com/lsdefine/GenericAgent#-license
LICENSEhttps://github.com/lsdefine/GenericAgent/blob/main/LICENSE
https://gaagent.aihttps://gaagent.ai
https://github.com/lsdefine/GenericAgent#-项目简介
https://github.com/lsdefine/GenericAgent#-目录
核心特性https://github.com/lsdefine/GenericAgent#-%E6%A0%B8%E5%BF%83%E7%89%B9%E6%80%A7
实例展示https://github.com/lsdefine/GenericAgent#-%E5%AE%9E%E4%BE%8B%E5%B1%95%E7%A4%BA
快速开始https://github.com/lsdefine/GenericAgent#-%E5%BF%AB%E9%80%9F%E5%BC%80%E5%A7%8B
使用方式https://github.com/lsdefine/GenericAgent#-%E4%BD%BF%E7%94%A8%E6%96%B9%E5%BC%8F
架构设计https://github.com/lsdefine/GenericAgent#-%E6%9E%B6%E6%9E%84%E8%AE%BE%E8%AE%A1
自我进化机制https://github.com/lsdefine/GenericAgent#-%E8%87%AA%E6%88%91%E8%BF%9B%E5%8C%96%E6%9C%BA%E5%88%B6
与同类产品对比https://github.com/lsdefine/GenericAgent#-%E4%B8%8E%E5%90%8C%E7%B1%BB%E4%BA%A7%E5%93%81%E5%AF%B9%E6%AF%94
评测https://github.com/lsdefine/GenericAgent#-%E8%AF%84%E6%B5%8B
路线图与最新动态https://github.com/lsdefine/GenericAgent#-%E8%B7%AF%E7%BA%BF%E5%9B%BE%E4%B8%8E%E6%9C%80%E6%96%B0%E5%8A%A8%E6%80%81
社区与支持https://github.com/lsdefine/GenericAgent#-%E7%A4%BE%E5%8C%BA%E4%B8%8E%E6%94%AF%E6%8C%81
许可https://github.com/lsdefine/GenericAgent#-%E8%AE%B8%E5%8F%AF
https://github.com/lsdefine/GenericAgent#-核心特性
https://github.com/lsdefine/GenericAgent#-实例展示
https://github.com/lsdefine/GenericAgent/blob/main/assets/demo/order_tea.gif
https://github.com/lsdefine/GenericAgent/blob/main/assets/demo/selectstock.gif
https://github.com/lsdefine/GenericAgent/blob/main/assets/demo/autonomous_explore.png
https://github.com/lsdefine/GenericAgent/blob/main/assets/demo/alipay_expense.png
https://github.com/lsdefine/GenericAgent/blob/main/assets/demo/wechat_batch.png
https://github.com/lsdefine/GenericAgent#-快速开始
installation_zh.md(中文)https://github.com/lsdefine/GenericAgent/blob/main/docs/installation_zh.md
installation.md (English)https://github.com/lsdefine/GenericAgent/blob/main/docs/installation.md
https://github.com/lsdefine/GenericAgent#给-llm-agent-看的
https://github.com/lsdefine/GenericAgent#给人类用户看的
https://github.com/lsdefine/GenericAgent#方法一--一键安装-推荐
https://github.com/lsdefine/GenericAgent#方法二--python-安装-开发者
docs/GETTING_STARTED.mdhttps://github.com/lsdefine/GenericAgent/blob/main/docs/GETTING_STARTED.md
飞书文档https://my.feishu.cn/wiki/CGrDw0T76iNFuskmwxdcWrpinPb
Hello GenericAgenthttps://datawhalechina.github.io/hello-generic-agent/
GitHubhttps://github.com/datawhalechina/hello-generic-agent
https://github.com/lsdefine/GenericAgent#-使用方式
https://github.com/lsdefine/GenericAgent#前端启动
https://github.com/lsdefine/GenericAgent#桌面端
https://github.com/lsdefine/GenericAgent#终端-ui
Textualhttps://github.com/Textualize/textual
https://github.com/lsdefine/GenericAgent#streamlit-ui-1
https://github.com/lsdefine/GenericAgent#bot-接口im
https://github.com/lsdefine/GenericAgent#-架构设计
https://github.com/lsdefine/GenericAgent#1️⃣-分层记忆系统
https://github.com/lsdefine/GenericAgent#2️⃣-自主执行循环
agent_loop.pyhttps://github.com/lsdefine/GenericAgent/blob/main/agent_loop.py
https://github.com/lsdefine/GenericAgent#3️⃣-最小工具集
https://github.com/lsdefine/GenericAgent#4️⃣-能力扩展机制
https://github.com/lsdefine/GenericAgent/blob/main/assets/images/workflow.jpg
https://github.com/lsdefine/GenericAgent#-自我进化机制
https://github.com/lsdefine/GenericAgent#-与同类产品对比
https://github.com/lsdefine/GenericAgent#-评测
JinyiHan99/GA-Technical-Reporthttps://github.com/JinyiHan99/GA-Technical-Report/tree/main
https://github.com/lsdefine/GenericAgent/blob/main/assets/images/result_radar.png
https://github.com/lsdefine/GenericAgent/blob/main/assets/images/result_convergence.png
https://github.com/lsdefine/GenericAgent#ga-web-工具的浏览器真实性
https://github.com/lsdefine/GenericAgent#-路线图与最新动态
技术报告已发布至 arXivhttps://arxiv.org/abs/2604.17091
发布百万级 Skill 库https://mp.weixin.qq.com/s/q2gQ7YvWoiAcwxzaiwpuiQ?scene=1&click_id=7
发布以 GenericAgent 为核心的"政务龙虾" Dintal Clawhttps://mp.weixin.qq.com/s/eiEhwo-j6S-WpLxgBnNxBg
被机器之心报道https://mp.weixin.qq.com/s/uVWpTTF5I1yzAENV_qm7yg
https://github.com/lsdefine/GenericAgent#-社区与支持
https://github.com/lsdefine/GenericAgent/blob/main/assets/images/wechat_group21.jpg
https://github.com/lsdefine/GenericAgent#-友情链接
https://linux.do/
chilishark27/ga-managerhttps://github.com/chilishark27/ga-manager
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