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

by lsdefine · Agent Tool · ★ 14.4k

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

How to install GenericAgent

git clone https://github.com/lsdefine/GenericAgent.git

Taken from the project's README on GitHub. Check the security audit before running it.

Security audit verdict: SAFE · quality 61/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

ai-agentautomationautonomous-agentbrowser-automationclaudecomputer-controldesktop-automationgeminilightweightllm-agent

Quick Facts

Stars14,398
Forks1,664
LanguagePython
CategoryAgent Tool
LicenseMIT
Quality Score61/100
Open Issues208
Last Updated2026-11-06
Created2026-01-16
Platformsbrowser, claude-code, gemini, python
Est. Tokens~16k

About GenericAgent

English | 中文 🌟 Overview GenericAgent is a minimal, self-evolving autonomous agent framework. Its core is just 3,300 lines of code. Through 7 atomic tools + a 92-line Agent Loop, it grants any LLM system-level control over a local computer — covering browser, terminal, filesystem, keyboard/mouse input, screen vision, and mobile devices (ADB).

Compatible Skills

These tools work well together with GenericAgent for enhanced workflows:

  • CORAL — semantic(0.31)+complementary+rare_topics+same_lang+similar_pop+shared_platform (60%)
  • AutoResearch-SibylSystem — semantic(0.21)+complementary+rare_topics+same_lang+similar_pop+shared_platform (57%)
  • sibyl-research-system — semantic(0.21)+complementary+rare_topics+same_lang+similar_pop+shared_platform (57%)
  • stealth-browser-mcp — semantic(0.17)+complementary+same_lang+similar_pop+shared_platform (56%)
  • aser — semantic(0.30)+complementary+same_lang+similar_pop+shared_platform (56%)

GenericAgent alternative? Top 6 similar tools

Looking for a GenericAgent alternative? If you're comparing GenericAgent with other agent tool tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • evolver by EvoMap · ⭐ 8.7k

    The GEP-powered self-evolving engine for AI agents. Auditable evolution with Genes, Capsules, and Events. | ev

  • ai-guide by liyupi · ⭐ 21.5k

    程序员鱼皮的 AI 资源大全 + Vibe Coding 零基础教程,分享 OpenClaw 保姆级教程、大模型玩法(DeepSeek / GPT / Gemini / Claude / GLM)、最新 AI 资讯、Pr

  • bytebot by bytebot-ai · ⭐ 11.1k

    Bytebot is a self-hosted AI desktop agent that automates computer tasks through natural language commands, ope

  • excel-mcp-server by haris-musa · ⭐ 4.3k

    Excel MCP server: let AI (Claude, Cursor, Codex) create and edit Excel files with charts, PivotTables, slicers

  • AstrBot by AstrBotDevs · ⭐ 46.1k

    AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature,

  • ChatTTS by 2noise · ⭐ 39.9k

    A generative speech model for daily dialogue.

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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