Security audit

Ads ROAS Forecast

Security checks for vulnerabilities and agentic risk

Overview

This is a plain advisory ads-forecasting skill with no code, credential access, persistence, or hidden execution behavior.

Installers should understand that this skill may influence ad budget planning advice. Use it for explicit ads forecasting, ROAS, CPA, attribution-window, or budget-scenario questions, and treat its recommendations as planning assumptions rather than direct authority to change campaign spend.

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

Medium

Confidence: 95% confidence
Finding: The trigger conditions are broad enough to match many generic business and marketing requests such as growth, revenue, profit, budget, and campaign guidance. This can cause the skill to activate outside its narrowly intended forecasting use case, leading the agent to apply specialized ad-planning logic in inappropriate contexts and potentially override more suitable skills or workflows.

Static analysis

No suspicious patterns detected.