EvoOntology: A Self-Evolving Ontology Layer for Data Agents EvoOntology插件为Claude Code/Codex 建立&进化本体层

by ruc-datalab · Codex Skill · ★ 528

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

How to install EvoOntology

claude plugin install evoontology@evoontology

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.

agentagentic-aiclaude-codecodexdata-analysisdata-scienceharnessllmllm-agentsontology

Quick Facts

Stars528
Forks43
LanguagePython
CategoryCodex Skill
LicenseMIT
Quality Score61/100
Last Updated2026-09-29
Created2026-09-15
Platformsclaude-code, codex, python
Est. Tokens~16k

About EvoOntology

EvoOntology: A Self-Evolving Ontology Layer for Data Agents <img src="https://hitscounter.dev/api/hit?url=https%3A%2F%2Fgithub.com%2Fruc-datalab%2FEvoOntology&amp;label=Views&amp;i

Compatible Skills

These tools work well together with EvoOntology for enhanced workflows:

  • awesome-medical-imaging-agents — semantic(0.33)+complementary+rare_topics+same_lang+similar_pop+shared_platform (66%)
  • mue-x — semantic(0.31)+complementary+rare_topics+same_lang+similar_pop+shared_platform (65%)
  • agentica — semantic(0.28)+complementary+rare_topics+same_lang+similar_pop+shared_platform (64%)
  • sibyl-research-system — semantic(0.25)+complementary+rare_topics+same_lang+similar_pop+shared_platform (63%)

EvoOntology alternative? Top 6 similar tools

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

  • CORAL by Human-Agent-Society · ⭐ 961

    Open-source autoresearch powered by autonomous coding agents. Run Claude Code, OpenCode, and Codex with gradin

  • wren-engine by Canner · ⭐ 665

    The open context engine for AI agents support 15+ data sources. Built on Rust and Apache DataFusion.

  • agent-skills by jdrhyne · ⭐ 241

    A collection of AI agent skills for Clawdbot, Claude Code, Codex

  • dbt-llm-agent by pragunbhutani · ⭐ 178

    LLM based AI Agent to automate Data Analysis for dbt projects with remote MCP server

  • claude-codex-settings by fcakyon · ⭐ 1.2k

    Battle-tested Claude Code, OpenAI Codex, Cursor configs, plugins, hooks and agents with Kimi, MiniMax and GLM

  • tuui by AI-QL · ⭐ 1.2k

    A desktop MCP client designed as a tool unitary utility integration, accelerating AI adoption through the Mode

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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:

View on GitHub → Browse Codex Skill tools