Serp Analysis
Security checks across malware telemetry and agentic risk
Overview
This is an instruction-only SERP research skill with expected web fetching and optional scoped memory saving; no code, credentials, install steps, or destructive behavior are shown.
This skill appears safe for SERP analysis if you are comfortable with the agent fetching public search-result pages and saving approved research summaries. Review linked external docs if the agent relies on them, and avoid granting broad SEO/Search Console access or saving sensitive strategy details unless needed.
VirusTotal
64/64 vendors flagged this skill as clean.
Risk analysis
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.
The agent may make web requests and inspect third-party pages for the user’s query.
The skill is allowed to fetch live web/SERP pages, which is necessary for the stated analysis purpose and is disclosed.
allowed-tools: WebFetch ... Always verify the live SERP
Use it for normal SERP research, and avoid providing private URLs or sensitive query context unless needed.
If the user connects SEO tools or Search Console data, the agent could analyze private business or account information.
The skill mentions optional integrations that may involve account or tool data, but the artifacts do not require credentials or show token handling.
Optional integrations: ~~SEO tool, ~~search console, ~~AI monitor.
Prefer read-only, narrowly scoped exports or screenshots unless live account access is clearly necessary.
Some behavior may be shaped by linked documents outside the supplied artifact set.
The skill depends on linked external documentation that was not included in the reviewed file manifest, so those instructions were not fully reviewed here.
Reads: goals, market inputs, tool data, and prior strategy from [CLAUDE.md](https://github.com/aaron-he-zhu/seo-geo-claude-skills/blob/main/CLAUDE.md) and the shared [State Model](https://github.com/aaron-he-zhu/seo-geo-claude-skills/blob/main/references/state-model.md) when available.
Review the linked documents before relying on them, or prefer bundled/local copies of referenced guidance.
Business strategy, keyword priorities, or competitor assumptions could persist and influence future tasks.
The skill can persist SERP conclusions and strategy notes into memory files that may be reused in later work.
Promotes: durable keyword priorities, competitor facts, and pending strategy decisions to `memory/hot-cache.md`, `memory/open-loops.md`, and `memory/research/`.
Approve saved summaries intentionally and periodically review memory files for outdated, sensitive, or incorrect conclusions.