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Security audit

Data Analysis Standard

Security checks for vulnerabilities and agentic risk

Overview

This is a markdown-only product data analysis template with no code, persistence, credential use, or hidden behavior.

Installers should treat this as a writing and analysis-structure aid. It may activate for broad product-metrics requests, so users should provide the relevant data source, time window, audience, and business context, and should independently verify any conclusions drawn from their data.

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
Category
Not specified by scanner
Confidence
90% confidence
Finding

The description says to use the skill when asked to 'analyse product metrics' or 'explain a data change to stakeholders,' which are broad requests that could match many ordinary conversations about product work. It does not provide exclusion conditions or negative examples that clarify when this skill should not activate versus other analysis or communication skills.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.