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Citation Audit
作者
1477009639zw-blip
· GitHub ↗
· v1.0.0
· MIT-0
114
总下载
0
收藏
2
当前安装
1
版本数
在 OpenClaw 中安装
/install citation-audit
功能描述
Analyzes how often a brand appears in AI search results (ChatGPT, Perplexity, Claude). Identifies citation gaps and content opportunities for GEO (Generative...
使用说明 (SKILL.md)
Citation Audit Service — GEO (Generative Engine Optimization)
In 2026, AI search is replacing Google. Is your brand being cited?
What I Deliver
AI Citation Report
- How often your brand appears in AI responses
- Which AI models cite you (ChatGPT, Perplexity, Claude, Gemini)
- Your share of voice vs competitors
- What questions trigger your citations
Gap Analysis
- Topics where you SHOULD be cited but aren't
- Content gaps your competitors fill that you miss
- Recommended content to close the gaps
Actionable Roadmap
- Top 10 content topics to create
- Questions to answer to get cited
- Entity optimization recommendations
Process
- Audit (Day 1): Run 100+ queries across AI platforms
- Analysis (Day 2): Compare brand vs 3 competitors
- Report (Day 3): Full GEO roadmap with priorities
Pricing
| Package | Queries | Competitors | Price |
|---|---|---|---|
| Starter | 50 | 1 | $500 |
| Growth | 200 | 3 | $1,500 |
| Enterprise | 500+ | 5+ | $3,000 |
Monthly Monitoring
- $200/month for ongoing citation tracking
- Alert when brand gets major citations
- Quarterly strategy updates
Built by Beta
安全使用建议
This skill's goal (large-scale querying of ChatGPT/Perplexity/Claude/Gemini) normally requires API keys or web access, but the skill declares none — that's an inconsistency you should resolve before installing. Ask the publisher: (1) exactly how will queries be executed (APIs, scraping, or an agent browser tool)? (2) which credentials or tokens will the skill need, and where/how will they be stored? (3) what data is sent to external platforms and how long results are retained? (4) provide a privacy/security policy, an implementation README or code, and a verifiable homepage or publisher identity. Until you get clear answers, avoid supplying API keys, session cookies, or broad web-browsing privileges to this skill.
功能分析
Type: OpenClaw Skill
Name: citation-audit
Version: 1.0.0
The skill bundle contains only metadata and a descriptive markdown file (SKILL.md) outlining a 'Citation Audit Service' for Generative Engine Optimization. There is no executable code, no shell commands, and no instructions that would lead to unauthorized actions, data exfiltration, or prompt injection.
能力评估
Purpose & Capability
The declared purpose is to run 50–500+ queries across multiple AI platforms and produce comparative analysis. However, the manifest only requires python3 and declares no API keys, browser/web-scraping tools, or third-party credentials. Accessing ChatGPT/Claude/Perplexity/Gemini typically requires API keys or web access; the skill does not explain how these queries will be executed or what external access it needs.
Instruction Scope
SKILL.md specifies the high-level process (run 100+ queries, compare competitors, produce a report) but contains no runtime instructions for how to call the named AI platforms, how queries are constructed, where results are stored, or what user data is included in queries. The instructions do not request reading local files, but are vague enough to allow the agent to seek credentials or web access at runtime — that open-endedness increases risk.
Install Mechanism
This is an instruction-only skill with no install spec and no code files. That minimizes on-disk risk because nothing is downloaded or executed from external URLs by the skill itself.
Credentials
No environment variables or credentials are declared, yet the task normally requires access to multiple third-party APIs or a web-browsing capability. The absence of declared credentials is an incoherence: the skill will likely need API keys, session cookies, or a browser tool to function, but the manifest gives no indication which secrets it will request or why.
Persistence & Privilege
always is false and there is no indication the skill demands persistent system privileges or modifies other skills. Autonomous invocation is allowed (platform default) but that alone is not a red flag here.
如何使用
- 确保已安装 OpenClaw（本地或 Docker 部署）
- 在对话框中输入安装命令：
/install citation-audit - 安装完成后，直接呼叫该 Skill 的名称或使用
/citation-audit触发 - 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
v1.0.0
Initial release of the citation-audit skill:
- Analyzes brand citation frequency across major AI platforms (ChatGPT, Perplexity, Claude, Gemini)
- Identifies citation gaps and content opportunities (GEO-focused)
- Provides actionable reports including share of voice, competitor comparison, and prioritized recommendations
- Offers tiered packages and monthly monitoring for ongoing citation tracking
元数据
常见问题
Citation Audit 是什么？
Analyzes how often a brand appears in AI search results (ChatGPT, Perplexity, Claude). Identifies citation gaps and content opportunities for GEO (Generative... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 114 次。
如何安装 Citation Audit？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install citation-audit」即可一键安装，无需额外配置。
Citation Audit 是免费的吗？
是的，Citation Audit 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Citation Audit 支持哪些平台？
Citation Audit 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 Audit？
由 1477009639zw-blip（@1477009639zw-blip）开发并维护，当前版本 v1.0.0。
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