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Citation Intelligence

作者 AutomateLab · GitHub ↗ · v0.10.0 · MIT-0
cross-platform ✓ 安全检测通过
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在 OpenClaw 中安装
/install automatelab-citation-intelligence
功能描述
Use when the user wants to know which URLs AI engines cite for a query, whether their domain is being cited by ChatGPT/Claude/Perplexity/Gemini/Google AI Ove...
使用说明 (SKILL.md)

citation-intelligence

Pairs with the @automatelab/citation-intelligence server (12 tools across 6 namespaces). Queries which URLs Perplexity, Claude, ChatGPT, Gemini, Google AI Overviews, and Bing cite for any query — self-hosted, no account, no centralized backend.

Tool namespaces

citations.* — query-level: who cites what

Tool Use when
citations.provenance Start here. Fan a query across engines; returns per-URL cross-engine consensus matrix
citations.check URLs cited by a single engine for a query (cheaper than provenance)
citations.evidence Extract the cited snippet — why a URL is cited, not just that it is
citations.predict Citation likelihood from public signals — no LLM fired
citations.trend Time-series citation rate + per-query gained/lost deltas
citations.freshness Recency score for pages an engine cites

domain.* — domain-level: am I cited, what for

Tool Use when
domain.am_i_cited Fan across all engines for a domain; cross-engine consensus. Default first tool for "is my site cited?"
domain.cited_for Which queries the domain has been cited for (from local cache)

signals.* — page-level: citation signals

Tool Use when
signals.ai_overview Google AI Overview eligibility check for a URL
signals.answer_box Featured snippet / answer box signals

competitors.*, panel.*, audit.* — tracking and comparison

Tool Use when
competitors.compare Compare citation coverage between your domain and a competitor
panel.run Run a batch of queries and aggregate citation results

Default workflows

"Is my site cited?"

domain.am_i_cited(domain: "example.com", engine: "auto")
→ Per-engine breakdown + consensus. Pin engine= to reduce cost.

"Who ranks for this query?"

citations.provenance(query: "best n8n alternatives")
→ Cross-engine URL matrix with interpretation notes

"Why does ChatGPT cite them and not me?"

citations.evidence(query: "...", url: "competitor.com/page")
→ The cited snippet; compare against your page

Server setup

Claude Code (.claude/mcp.json):

{
  "mcpServers": {
    "citation-intelligence": {
      "command": "npx",
      "args": ["-y", "@automatelab/citation-intelligence"]
    }
  }
}

Claude Desktop (claude_desktop_config.json):

{
  "mcpServers": {
    "citation-intelligence": {
      "command": "npx",
      "args": ["-y", "@automatelab/citation-intelligence"]
    }
  }
}

Requires Node 20+. Add your API keys as environment variables — each engine you want to query needs its own key (Perplexity, OpenAI, Anthropic, Google). See the README for the full list.


Developed by AutomateLab. Source: github.com/AutomateLab-tech/citation-intelligence.

安全使用建议
Before installing, verify that you trust the AutomateLab npm package and only provide API keys for providers you intend to use. Expect the tool to make external API calls for citation checks and to keep some local cache data for citation history.
能力评估
Purpose & Capability
The stated purpose is to check which URLs AI/search engines cite, compare domains, and run citation panels; the described tools and workflows match that purpose.
Instruction Scope
Runtime guidance is limited to invoking citation, domain, signal, competitor, and batch-analysis tools; no hidden role changes, prompt manipulation, unrelated data access, or destructive instructions were found.
Install Mechanism
Setup uses npx -y @automatelab/citation-intelligence as an MCP server and requires Node 20+ plus user-supplied provider API keys; this is disclosed and typical for an MCP integration, but users should understand it runs an external npm package.
Credentials
Network calls and provider API keys are proportionate to querying Perplexity, OpenAI, Anthropic, Google, Bing, and related citation sources; the artifact claims self-hosted operation with no centralized backend.
Persistence & Privilege
The skill mentions a local cache for cited-query history, but does not describe broad local indexing, background persistence, privilege escalation, credential harvesting, or automatic mutation of user data.
如何使用
  1. 确保已安装 OpenClaw(本地或 Docker 部署)
  2. 在对话框中输入安装命令:/install automatelab-citation-intelligence
  3. 安装完成后,直接呼叫该 Skill 的名称或使用 /automatelab-citation-intelligence 触发
  4. 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
版本历史
v0.10.0
- Initial release of citation-intelligence skill. - Provides tools to analyze which URLs AI engines cite for specific queries. - Supports checking if your domain is cited by ChatGPT, Claude, Perplexity, Gemini, Google AI Overviews, or Bing. - Offers query-level, domain-level, and page-level analysis, plus competitor comparison and batch tools. - Fully self-hosted with no backend; requires user-supplied API keys.
元数据
Slug automatelab-citation-intelligence
版本 0.10.0
许可证 MIT-0
累计安装 0
当前安装数 0
历史版本数 1
常见问题

Citation Intelligence 是什么?

Use when the user wants to know which URLs AI engines cite for a query, whether their domain is being cited by ChatGPT/Claude/Perplexity/Gemini/Google AI Ove... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 51 次。

如何安装 Citation Intelligence?

在 OpenClaw 或 Claude Code 对话框中运行命令「/install automatelab-citation-intelligence」即可一键安装,无需额外配置。

Citation Intelligence 是免费的吗?

是的,Citation Intelligence 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。

Citation Intelligence 支持哪些平台?

Citation Intelligence 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。

谁开发了 Citation Intelligence?

由 AutomateLab(@automatelab)开发并维护,当前版本 v0.10.0。

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