Skylv Search Optimization Agent

PassAudited by ClawScan on May 3, 2026.

Overview

This is a coherent instruction-only SEO helper, but its promised real SEO API and crawling features are not backed by declared tools or credentials, so users should verify results before relying on them.

This skill appears safe as an instruction-only SEO assistant, but treat its live-data claims cautiously. Use it on websites you are authorized to analyze, do not provide sensitive business content or API credentials unless you trust and configure the relevant provider, and independently verify any SEO metrics it produces.

Findings (3)

Artifact-based informational review of SKILL.md, metadata, install specs, static scan signals, and capability signals. ClawScan does not execute the skill or run runtime probes.

What this means

The agent may make requests to websites you ask it to audit, which could be inappropriate if you do not own or have permission to test the site.

Why it was flagged

The skill instructs the agent to crawl a website for technical SEO auditing. This is expected for the stated purpose and includes a page limit, but it still creates external network activity against the target site.

Skill content
Agent: 1. 爬取网站(最多 100 页)
Recommendation

Use the audit feature only on sites you own or are authorized to analyze, and confirm any crawl limits before running larger audits.

What this means

Keywords, domains, target markets, or page details may be shared with external SEO services if these integrations are used.

Why it was flagged

The skill names third-party SEO data providers. This is purpose-aligned, but the artifacts do not define data-handling boundaries, provider configuration, or credential handling.

Skill content
data_sources:\n  - Google Keyword Planner API\n  - Ahrefs API (备选)\n  - SEMrush API (备选)\n  - Google Trends API
Recommendation

Avoid providing confidential campaign details or private content unless you understand which provider is being used and what data will be sent.

What this means

Users may over-trust generated SEO metrics or believe live API data was used when the artifacts do not show how that data would be obtained.

Why it was flagged

The skill claims integration with real SEO API data, but the provided package is instruction-only with no install spec, code, required environment variables, or declared credentials to support that claim.

Skill content
集成真实 SEO API 数据,不是泛泛而谈的建议。
Recommendation

Verify keyword volumes, rankings, and audit results against your own trusted SEO tools before making business decisions.