serp-analysis
Use when the user asks to "analyze the SERP" or "SERP分析"; maps SERP features, layout, ranking factors, search intent, AI Overviews, and snippet opportunities for a query. Not for keyword demand discovery — use keyword-research. SERP分析/搜索结果
64
80%
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Low
Low-risk findings worth noting
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tessl review fix ./seo-geo/survey/serp-analysis/SKILL.mdLow
Low-risk findings.
1 low severity finding. Worth noting, but not necessarily harmful.
W011: Third-party content exposure detected (indirect prompt injection risk).
What this means
The skill exposes the agent to untrusted, user-generated content from public third-party sources, creating a risk of indirect prompt injection. This includes browsing arbitrary URLs, reading social media posts or forum comments, and analyzing content from unknown websites.
Why it was flagged
In the required SERP analysis workflow, the agent uses the WebFetch tool to fetch live SERP results/pages (Firecrawl keyless search with optional `--scrape` full markdown and Tavily search), so outsider-authored free text from those pages can be ingested at runtime.
- Repository
- aaron-he-zhu/aaron-marketing-skills
- Commit
9df28a0
- Audited
- Security analysis
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