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Security audit

Data Ai Engineer

Security checks for vulnerabilities and agentic risk

Overview

This is a broad instructional skill for data, AI, ML, and analytics work, with no hidden execution, persistence, or data-exfiltration behavior found.

Install this if you want broad data and AI engineering guidance. Be aware it may activate for generic analytics or prediction prompts, so users who prefer narrower behavior may want the trigger wording tightened.

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 (2)

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
96% confidence
Finding

The trigger phrases are broad enough to match many normal requests such as 'predict', 'SQL query', or 'analyze this data', which can cause the skill to activate outside its intended scope. Unintended activation can override a more appropriate specialist skill or inject this skill's strong behavioral instructions into unrelated tasks, reducing safety and predictability.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Low
Category
Not specified by scanner
Confidence
92% confidence
Finding

The main document is written in English, but the closing section switches to Chinese for headings and descriptive text without indicating that users may choose their preferred language. This can violate language/locale policy expectations because it imposes a specific language on part of the skill output without opt-in or justification.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.