SKILLS & AGENTS/Skill 与 Agent·MCP-SERVER

geo-optimizer-skill

Auriti-Labs/geo-optimizer-skill

Open-source Answer Engine Optimization (AEO) & Generative Engine Optimization (GEO) toolkit — audit, optimize & track whether ChatGPT, Perplexity, Gemini & G…

打开仓库Open repository 官网Homepage 上升中Rising

怎么装：Install: uvx --from geo-optimizer-skill geo audit --url https://yoursite.com

02 / 现在的位置02 / Why now

它现在处在什么位置Where it stands right now

首次发现FIRST SEEN

03 OCT 202603 OCT 2026

增长GROWTH

+3.6%+3.6%

974 → 1.0k stars · 4 个快照974 → 1.0k stars · 4 snapshots

状态STATUS

持续活跃Active

03 / 它能帮你做什么03 / What it helps you do

它能帮你做成什么What it helps you do

04 / 安装04 / Install

怎么装How to install

$

Python 用户的完整版安装，包含命令行工具。The full install for Python users, including the command-line tool.

PIP

$

Python 用户的完整版安装，包含命令行工具。The full install for Python users, including the command-line tool.

两种装法选一个即可 —— 上面那条给命令行用户，下面那条给写代码的用户。Pick one of the two — the first is for command-line users, the second for people writing code.

05 / 限制与风险05 / Limits and risk

限制与风险Limits and risk

风险不是警告，是可信度的一部分。以下结论只基于文档静态扫描，我们不会执行项目里的任何代码。Risk here is evidence, not an alarm. These findings come from static scanning of the docs; we never execute a project’s code.

限制LIMITS

未知Unknown

01需要 API KeyREQUIRES API KEY: 是Yes
02需要本地环境NEEDS LOCAL RUNTIME: 是Yes
03需要 DockerNEEDS DOCKER: 未在文档中发现Not found in the docs
04难度DIFFICULTY: 需要本地环境Needs a local runtime

PROVENANCE · 这些结论的依据是什么Where these conclusions come from

来源 URLSource URL: https://github.com/Auriti-Labs/geo-optimizer-skill
原始数据哈希Raw data hash: 5d87b41582111749bd8d6eeb2f455466
解析时间Parsed at: 2026-10-06T23:30:13.053Z
最后一次验证Last verified: 2026-10-06T22:09:57.556Z
增长测量时间Growth measured: 2026-10-06T23:30:22.083Z
发现查询Discovery queries: focus:web:repo:astro
分类来源Category source: rules
焦点Focus: web (14)

完整解析证据 JSONFull parse evidence JSON

{
  "agents": [
    {
      "agent": "claude-code",
      "evidence": "tree: .claude/"
    },
    {
      "agent": "windsurf",
      "evidence": "readme: …ptimizer from Claude, Cursor, Windsurf, or any MCP client: ```bash…"
    },
    {
      "agent": "cursor",
      "evidence": "SKILL.md: …0 chars | No limit | Copy to `.cursor/rules/geo-optimizer.mdc` | | Windsu…"
    }
  ],
  "apiKey": "AI cite you? (bring your own API key) ``` <details> <summary><b>All 16 comm",
  "docker": null,
  "taxonomy": {
    "scores": {
      "design": 0,
      "ai-tools": 4,
      "dev-tools": 7,
      "indie-web": 6,
      "skill-agent": 4,
      "productivity": 0
    },
    "primary": "skill-agent",
    "secondary": "mcp-server"
  },
  "localRuntime": "|---|---| | **Access** | MIT, runs locally | Web audit, no account | [Self-serve s",
  "skillMdTotal": 1,
  "skillMdErrors": [
    {
      "path": "SKILL.md",
      "error": "no frontmatter"
    }
  ],
  "treeTruncated": false,
  "categoryScores": {
    "data": 1,
    "agent": 0,
    "media": 0,
    "design": 0,
    "browser": 0,
    "devtool": 4,
    "security": 0,
    "marketing": 3,
    "productivity": 0
  },
  "classification": [
    {
      "signal": "SKILL.md present, frontmatter incomplete",
      "weight": 0.85
    },
    {
      "signal": "python dependency on mcp / fastmcp + MCP framing",
      "weight": 0.8
    },
    {
      "signal": "MCP topic + README",
      "weight": 0.6
    },
    {
      "signal": "name contains 'skill'",
      "weight": 0.4
    },
    {
      "signal": ".mcp.json (configures servers it uses)",
      "weight": 0.3
    },
    {
      "signal": "description mentions AI",
      "weight": 0.2
    }
  ],
  "scannedSources": [
    "readme",
    "SKILL.md"
  ],
  "skillMdFetched": 1
}