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Security audit

SEO/GEO Page-Level Keyword Optimizer

Security checks for vulnerabilities and agentic risk

Overview

This skill is a disclosed SEO workflow that uses Ahrefs data for keyword optimization, with no bundled executable code or hidden behavior found.

Install this only if you are comfortable using Ahrefs for SEO analysis. Avoid running it on confidential, unpublished, or internal URLs unless your organization permits sending those URLs and related keywords or performance data to Ahrefs.

A.I.G

Vulnerability Patterns
  • Skill Instruction HijackingAlters the agent's session goals or safety constraints when the skill loads
  • Agent Memory PoisoningWrites attacker-controlled rules into memory that affect later sessions
  • Remote Payload Retrieval and ExecutionFetches external code whose behavior can change after review
  • Embedded Malicious CodeShips malicious scripts inside the skill and executes them locally
  • Unauthorized Access and Privilege EscalationObtains permissions beyond the task's legitimate needs

SkillSpector

Vulnerability Patterns
  • Data ExfiltrationExternal Transmission, Env Variable Harvesting, File System Enumeration
  • Trigger AbuseOverly Broad Trigger, Shadow Command Trigger, Keyword Baiting Trigger
  • Prompt InjectionInstruction Override, Hidden Instructions, Exfiltration Commands
  • Privilege EscalationExcessive Permissions, Sudo/Root Execution, Credential Access
  • Supply ChainUnpinned Dependencies, External Script Fetching, Obfuscated Code
Findings (2)

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
95% confidence
Finding

The invocation description is broad enough to match generic SEO requests, which can cause the skill to activate outside a narrowly intended context. Over-broad triggering increases the chance that competitor URLs, target URLs, and related content are sent to external Ahrefs-backed workflows without the user clearly intending that behavior.

Content

No source excerpt is available for this finding.

Missing User Warnings

Medium
Category
Not specified by scanner
Confidence
95% confidence
Finding

The skill requires an Ahrefs API key and directs use of external Ahrefs endpoints, but it does not provide a clear user-facing notice that page URLs, competitor URLs, keywords, and possibly page performance data may be transmitted to a third party. This creates a data-governance and consent risk, especially if used on unpublished, internal, or sensitive URLs.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.