agent-studio: [ICLR 2025] A trinity of environments, tools, and benchmarks for general virtual agents

by ltzheng · Agent Tool · ★ 233

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

How to install agent-studio

git clone https://github.com/ltzheng/agent-studio.git

Taken from the project's README on GitHub.

Security audit verdict: SAFE · quality 70/100

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.

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-agentsbenchmarkenvironmentlanguage-model

Quick Facts

Stars233
Forks31
LanguagePython
CategoryAgent Tool
LicenseAGPL-3.0
Quality Score70/100
Open Issues2
Last Updated2025-06-16
Created2024-01-03
Platformspython
Est. Tokens~1184k

About agent-studio

AgentStudio -- AgentStudio is a trinity of environments, tools, and benchmarks for general virtual agents to interact with any computer software. AgentStudio targets the desiderata for robust, general, and open-ended virtual agents by providing: A lightweight, interactive environment with highly generic observation and action spaces, e.g., video observations and GUI/API actions Tools for creating...

Compatible Skills

These tools work well together with agent-studio for enhanced workflows:

  • AEnvironment — semantic(0.20)+complementary+rare_topics+same_lang+similar_pop+shared_platform (61%)
  • ToolEmu — semantic(0.27)+complementary+rare_topics+same_lang+similar_pop+shared_platform (59%)
  • ToRA — semantic(0.20)+complementary+rare_topics+same_lang+similar_pop+shared_platform (57%)
  • ollama-benchmark — semantic(0.18)+complementary+rare_topics+same_lang+similar_pop+shared_platform (56%)

agent-studio alternative? Top 6 similar tools

Looking for a agent-studio alternative? If you're comparing agent-studio 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.

  • gateway by adaline · ⭐ 607

    The only fully local production-grade Super SDK that provides a simple, unified, and powerful interface for ca

  • AEnvironment by inclusionAI · ⭐ 320

    Standardized environment infrastructure for Agentic AI development.

  • clientai by benavlabs · ⭐ 70

    A unified client for AI providers with built-in agent support.

  • universal-intelligence by blueraai · ⭐ 55

    ◉ Universal Intelligence: AI made simple.

  • atlassian-mcp-server by atlassian · ⭐ 1.1k

    Official remote MCP server for Atlassian. Securely connect Jira, Confluence, Jira Service Management, Bitbucke

  • ToRA by microsoft · ⭐ 1.1k

    ToRA is a series of Tool-integrated Reasoning LLM Agents designed to solve challenging mathematical reasoning

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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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