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Security audit

小红书标题生成器

Security checks for vulnerabilities and agentic risk

Overview

This is a simple Xiaohongshu title-writing skill with no code execution, data access, persistence, or hidden authority.

Before installing, expect this skill to answer in a Xiaohongshu/Chinese marketing-title style. For generic title-writing requests, you may need to specify another format or language if you do not want Xiaohongshu-style output.

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
95% confidence
Finding

The activation triggers include generic phrases like '生成标题' and 'title generator', which can match many unrelated user requests and cause the skill to activate outside its intended Xiaohongshu-specific scope. Over-broad activation increases the chance of unintended routing, irrelevant automation, or interference with more appropriate skills, especially in multi-skill agent environments.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Low
Category
Not specified by scanner
Confidence
79% confidence
Finding

The manifest and content consistently target Chinese-language Xiaohongshu usage, including Chinese tags and examples, but do not explicitly state that the skill is region/language-specific or offer an opt-in choice for output language. Under the policy, forcing a specific language or locale without user opt-in can be a natural-language policy concern.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.