AutoR: AI handles execution, humans own the direction, and every run becomes an inspectable research artifact on disk

by tangxiangru · Agent Tool · ★ 806

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

Security audit verdict: SAFE · quality 55/100

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.

agentaiai-scientistauto-researchclaudeclaude-codecliharnessllmopenai

Quick Facts

Stars806
Forks25
LanguagePython
CategoryAgent Tool
Quality Score55/100
Open Issues2
Last Updated2026-08-24
Created2026-03-13
Platformsclaude-code, cli, python
Est. Tokens~25k

About AutoR

AutoR: A Recursive Research System It proposes, tests, and tries to refute itself. The approval gate is the one thing it does not own — by default, that is you. Start here: English Guide · 中文教程 · Full Documentation

Compatible Skills

These tools work well together with AutoR for enhanced workflows:

  • AutoR — semantic(1.00)+rare_topics+same_lang+similar_pop+shared_platform (75%)
  • research-innovation-explorer — semantic(0.25)+complementary+rare_topics+same_lang+similar_pop+shared_platform (68%)
  • ResearchClawBench — semantic(0.40)+complementary+rare_topics+similar_pop+shared_platform (68%)
  • ai4s-skills — semantic(0.37)+complementary+rare_topics+same_lang+similar_pop+shared_platform (68%)
  • sibyl-research-system — semantic(0.33)+complementary+rare_topics+same_lang+similar_pop+shared_platform (66%)

AutoR alternative? Top 6 similar tools

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

  • AutoR by AutoX-AI-Labs · ⭐ 855

    AI handles execution, humans own the direction, and every run becomes an inspectable research artifact on disk

  • ResearchClawBench by InternScience · ⭐ 276

    🦞 ResearchClawBench: Evaluating AI Agents for Automated Research from Re-Discovery to New-Discovery

  • agnix by agent-sh · ⭐ 472

    The missing linter and lsp for AI coding assistants. Validate CLAUDE.md, AGENTS.md, SKILL.md, hooks, MCP. Plug

  • awesome-azure-openai-llm by kimtth · ⭐ 402

    A curated collection of resources for 🌌 Azure OpenAI, 🦙 LLMs (+RAG, Agents). Monthly Updates.

  • mcp-linker by milisp · ⭐ 345

    Manage MCP servers, skills and plugins across Claude Code, Codex, Cursor and more. Built-in marketplace, one-c

  • oreilly-ai-agents by sinanuozdemir · ⭐ 322

    An introduction to the world of AI Agents

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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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