AntOmniEvo: An auto-evolution framework that optimizes anything — your 7×24 team of algorithm engineers

by ant-research · Agent Tool · ★ 1.2k

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

Security audit verdict: SAFE · quality 57/100

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.

agentagent-evolutionagenticauto-optimizationautomationevolutionary-algorithmsframeworkllm-agentloop-engineeringmulti-agent

Quick Facts

Stars1,217
Forks129
LanguagePython
CategoryAgent Tool
LicenseApache-2.0
Quality Score57/100
Open Issues1
Last Updated2026-10-29
Created2026-09-15
Platformspython
Est. Tokens~14k

About AntOmniEvo

AntOmniEvo An auto-evolution framework: optimize anything — your 7×24 algorithm engineers. English · 中文 AntOmniEvo is an auto-evolution framework with a strict division of labor: you define your system's tunable artifacts and what "good" means — the framework controls the loop, AI agents do the work — and it delivers optimized tunable artifacts.

Compatible Skills

These tools work well together with AntOmniEvo for enhanced workflows:

  • hermes-dreaming — semantic(0.29)+complementary+rare_topics+same_lang+similar_pop+shared_platform (65%)
  • EvoHarness — semantic(0.23)+complementary+rare_topics+same_lang+similar_pop+shared_platform (62%)

AntOmniEvo alternative? Top 6 similar tools

Looking for a AntOmniEvo alternative? If you're comparing AntOmniEvo 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.

  • Agently by AgentEra · ⭐ 1.7k

    [GenAI Application Development Framework] 🚀 Build GenAI application quick and easy 💬 Easy to interact with

  • mateclaw by mateaix · ⭐ 1.2k

    🤖 MateClaw — Your second brain with Multi-Agent Orchestration, MCP Protocol, Skills & Memory, Dream, and Mult

  • TapeAgents by ServiceNow · ⭐ 318

    TapeAgents is a framework that facilitates all stages of the LLM Agent development lifecycle

  • ag2 by ag2ai · ⭐ 5.0k

    AG2 (formerly AutoGen): The Open-Source AgentOS.Join us at: https://discord.gg/sNGSwQME3x

  • gptme by gptme · ⭐ 4.5k

    Your agent in your terminal, equipped with local tools: writes code, uses the terminal, browses the web. Make

  • core by cheshire-cat-ai · ⭐ 3.1k

    AI agent microservice

More Agent Tool Tools

Explore other popular agent tool tools:

View all Agent Tool tools →

Popular Python Agent Tools

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:

View on GitHub → Browse Agent Tool tools