Back to skill

Security audit

Ads Traffic Analysis

Security checks for vulnerabilities and agentic risk

Overview

This skill is a disclosed advertising-analysis prompt with no executable code, persistence, credential handling, or hidden behavior.

This appears safe to install as an ad analytics helper. Users should be aware it may activate for broad business-performance questions, so they may need to clarify when they want general business advice rather than advertising traffic analysis.

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
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
93% confidence
Finding
The trigger keywords are broad enough to match many general business or marketing conversations, which can cause the skill to activate outside its intended scope. Over-broad activation is a security and reliability issue because it increases the chance the agent applies specialized ad-analysis instructions in unrelated contexts, leading to misrouting, context confusion, or inappropriate handling of user requests.

Static analysis

No suspicious patterns detected.