owl — security grade CAUTION, quality 61/100

Security audit verdict: CAUTION · quality 61/100

Flagged: sudo usage. Scanned against the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

by camel-ai · Agent Tool · ★ 20.1k

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

🔒 Is owl safe to install? View the security audit →

About owl

🦉 OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation [![Documentation][docs-image]][docs-url] [![Discord][discord-image]][discord-url] [![X][x-image]][x-url] [![Reddit][reddit-image]][reddit-url] [![Wechat][wechat-image]][wechat-url] [![Wechat][owl-image]][owl-url] [![Hugging Face][huggingface-image]][huggingface-url] [![Star][star-image]][star-url] [![Package License][package-license-image]][package-license-url] 中文阅读 | Community | Installation | Examples | Paper | Citation | Contributing | CAMEL-AI | 🏆 OWL achieves 69.09 average score on GAIA benchmark and ranks <span style="color: #d81b60; font-weight: bold; font-size: 1

agentartificial-intelligencemulti-agent-systemstask-automationweb-interaction

Quick Facts

Stars20,150
Forks2,298
LanguagePython
CategoryAgent Tool
Quality Score61.1785544458609/100
Open Issues120
Last Updated2026-09-30
Created2025-03-03
Platformsbrowser, python
Est. Tokens~20k

Compatible Skills

These tools work well together with owl for enhanced workflows:

  • solace-agent-mesh — semantic(0.23)+complementary+same_lang+similar_pop+shared_platform (53%)
  • AI-company — semantic(0.22)+complementary+same_lang+shared_platform (48%)

owl alternative? Top 6 similar tools

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

  • claude-mem by thedotmack · ⭐ 95.3k

    Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, com

  • ruflo by ruvnet · ⭐ 73.8k

    🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and bu

  • oh-my-claudecode by Yeachan-Heo · ⭐ 39.5k

    Teams-first Multi-agent orchestration for Claude Code

  • UI-TARS-desktop by bytedance · ⭐ 39.1k

    The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra

  • AIHawk by feder-cr · ⭐ 31.6k

    Anti-detect agentic browser: undetected browsing, browser automation, MCP server, AI web browsing agent, compu

  • serena by oraios · ⭐ 29.9k

    A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your a

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Frequently Asked Questions

What is owl?

owl is 🦉 OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation. It is categorized as a Agent Tool with 20.1k GitHub stars.

What programming language is owl written in?

owl is primarily written in Python. It covers topics such as agent, artificial-intelligence, multi-agent-systems.

How do I install or use owl?

You can find installation instructions and usage details in the owl GitHub repository at github.com/camel-ai/owl. The project has 20.1k stars and 2298 forks, indicating an active community.

What are the best alternatives to owl?

The top alternatives to owl on Agent Skills Hub include claude-mem, ruflo, oh-my-claudecode. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy, covering 11 red-flag categories including credential harvesting, data exfiltration, and curl | sh installers. 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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