SEO Competitor Analysis & Gap Finder

v7.2.0

SEO competitor analysis: compare keywords, content strategy, backlinks, AI citations, and traffic gaps to find ranking opportunities against rivals. Part of...

6· 5.8k·62 current·62 all-time
byAaron Zhu@aaron-he-zhu
MIT-0
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LicenseMIT-0 · Free to use, modify, and redistribute. No attribution required.
Security Scan
Capability signals
Crypto
These labels describe what authority the skill may exercise. They are separate from suspicious or malicious moderation verdicts.
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Benign
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OpenClawOpenClaw
Benign
high confidence
Purpose & Capability
The name/description (competitor SEO analysis) matches the SKILL.md content and reference templates. All requested actions (keyword analysis, content audit, backlink profiling, GEO/AI citation checks) are coherent with the stated purpose. References to external SEO tools and an auditor (e.g., 'domain-authority-auditor') are reasonable for deeper analysis, though those tools are not bundled with the skill.
Instruction Scope
The SKILL.md provides detailed templates and explicit runtime behavior (read user goals, available tool data, and repository State Model when available; write outputs to memory/research/ etc.). This is within scope for a research skill, but it does assume the agent can access external search/AI/SEO tool integrations or that the user will provide data manually. The skill does not instruct the agent to read unrelated system files or secrets.
Install Mechanism
No install spec or code files are provided (instruction-only), so nothing is written to disk by the skill itself. The SKILL.md mentions optional integrations and external commands/tools but does not attempt to install them — this lowers install risk. Note: some referenced helper tools are not packaged with the skill and would need separate, explicit installation if used.
Credentials
The skill declares no required environment variables, credentials, or config paths. Its optional capability to integrate with SEO services would require API keys only if the user elects to connect those services; this is proportional to the skill's purpose.
Persistence & Privilege
always:false (no forced presence). The skill is allowed to write analysis outputs and handoffs into agent memory paths (e.g., memory/research/, CLAUDE.md), which the SKILL.md explicitly describes — this is expected behavior for a research skill. The agent-autonomy default (disable-model-invocation:false) applies but is not in itself a red flag here.
Assessment
This skill appears internally consistent with its SEO research purpose. Before installing, consider: (1) no credentials are required by default, but connecting external SEO tools (Ahrefs, Semrush, etc.) will require you to provide API keys — only connect tools you trust; (2) the skill writes analysis outputs into agent memory (memory/research/, CLAUDE.md) — ensure you’re comfortable with those results being stored; (3) some referenced helper tools (like a domain-authority auditor) are mentioned but not provided — you’ll need to install or connect those separately for advanced metrics; (4) the skill’s workflows include scraping/assessing competitor content and backlinks — make sure your usage complies with websites’ terms of service and robots.txt and with applicable laws. Overall this looks coherent and not disproportionate, but verify any optional integrations before granting access.

Like a lobster shell, security has layers — review code before you run it.

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License

MIT-0
Free to use, modify, and redistribute. No attribution required.

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