Back to skill

Security audit

Content Automation Pro

Security checks for vulnerabilities and agentic risk

Overview

This skill is a simple Chinese ecommerce copy generator with no evidence of hidden access, persistence, network activity, or destructive behavior.

Install this if you want Chinese-language ecommerce/social copy generation. Review output for truthfulness and platform compliance before publishing, since the skill can produce persuasive marketing language from limited product details.

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
  • MCP Tool PoisoningHidden Instructions, Unicode Deception, Parameter Description Injection
  • Prompt InjectionInstruction Override, Hidden Instructions, Exfiltration Commands
  • Data ExfiltrationExternal Transmission, Env Variable Harvesting, File System Enumeration
  • Privilege EscalationExcessive Permissions, Sudo/Root Execution, Credential Access
Findings (4)

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
91% confidence
Finding

The trigger examples are very broad and lack any constraints on required inputs, allowed scope, or exclusions. This can cause the skill to activate unexpectedly on generic user phrases and perform content generation in unintended contexts, increasing the chance of misuse, prompt confusion, or overbroad invocation in workflows handling sensitive product or marketing data.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
94% confidence
Finding

This code generates user-facing output entirely in Chinese, including platform labels, templates, hooks, and recommendation text. The file does not offer any language selection or explain a region-specific constraint, which creates a natural-language locale policy violation under the requirement to avoid forcing a specific language without user opt-in.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Low
Category
Not specified by scanner
Confidence
86% confidence
Finding

The natural-language instructions and examples are entirely in Chinese, which can amount to forcing a specific language for interaction if no opt-in or alternative is provided. The file does not explain that the skill is intentionally limited to a Chinese-language or region-specific audience.

Content

No source excerpt is available for this finding.

Intent-Code Divergence

Low
Category
Not specified by scanner
Confidence
91% confidence
Finding

The comment says the method batch-generates content for multiple platforms, but the surrounding template definitions only cover 小红书、抖音、朋友圈 while the implementation also generates 知乎 content in generateAll(). With no manifest available this is not a manifest mismatch, but the inline documentation and earlier code structure suggest a narrower supported-platform set than the code actually implements.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.