Back to skill

Security audit

GEO 运营助手

Security checks for vulnerabilities and agentic risk

Overview

This is a coherent GEO content-optimization skill with disclosed optional webpage and content-analysis tools, but users should avoid feeding it sensitive URLs or private content.

Install if you need a GEO operations workflow. Use public or approved webpages, avoid sensitive internal URLs or confidential pasted content, and redact personal or proprietary details from validation screenshots and reports.

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

Medium
Confidence
84% confidence
Finding
The trigger conditions include broad phrases like requests for optimization or product/keyword improvement, which can cause the skill to activate outside a narrowly intended GEO context. Over-broad activation can route unrelated user inputs into a workflow that encourages URL analysis, content ingestion, and optional web fetching, increasing the chance of unnecessary data exposure or unintended tool use.

Static analysis

No suspicious patterns detected.