geo-llms-toolkit: what it is, how to install & alternatives

by aronhy · AI Tool · ★ 81

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How to install geo-llms-toolkit

git clone https://github.com/aronhy/geo-llms-toolkit.git

Taken from the project's README on GitHub. Check the security audit before running it.

Security audit verdict: SAFE · quality 52/100

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.

Quick Facts

Stars81
Forks14
LanguagePHP
CategoryAI Tool
Quality Score52/100
Last Updated2026-03-31
Created2026-03-24
Est. Tokens~52k

About geo-llms-toolkit

geo-llms-toolkit 开源 GEO 工具集,提供两条交付路径: Standalone CLI(任意站点:静态站 / Shopify / 自建 CMS) WordPress 插件(后台按钮化运维) 当前版本 Standalone CLI: WordPress Plugin (): 已补齐 WordPress 对 CLI 关键参数的对齐项(brand-token / exclude-domain / enrich-contacts / apify-allow-fallback-first)。 能力地图 GEO 扫描:robots / sitemap / llms 端点 + SEO/GEO 信号检查 LLMS 生成: / 竞品监控:关键词级监控、评分、优先级动作建议 外联流程:plan / run / verify / status / update 收录流程:discover /...

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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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