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Security audit

Google AI Search Optimization

Security checks for vulnerabilities and agentic risk

Overview

This skill provides scoped Google AI Search SEO guidance and does not install code, persist changes, or request unrelated access.

Installers should expect this skill to be invoked for broad Google AI Search and AI SEO questions. Use care before granting Search Console or crawler access, but the inspected artifact does not show hidden behavior or unsafe authority.

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
  • Trigger AbuseOverly Broad Trigger, Shadow Command Trigger, Keyword Baiting Trigger
  • Prompt InjectionInstruction Override, Hidden Instructions, Exfiltration Commands
  • Data ExfiltrationExternal Transmission, Env Variable Harvesting, File System Enumeration
  • Privilege EscalationExcessive Permissions, Sudo/Root Execution, Credential Access
  • Supply ChainUnpinned Dependencies, External Script Fetching, Obfuscated Code
Findings (1)

Vague Triggers

Low
Confidence
84% confidence
Finding
The description says to use the skill whenever the user asks about broad topics like 'AI SEO', 'AEO', or whether certain tactics help Google generative search. These terms are common in general marketing or SEO conversations, and the file does not provide clear exclusions or tighter activation boundaries, which increases the risk of unintended invocation.

Static analysis

No suspicious patterns detected.