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Security audit

小红书推流算法与内容优化

Security checks for vulnerabilities and agentic risk

Overview

This is a Chinese-language Xiaohongshu content optimization guide with no code, install scripts, credentials, persistence, or hidden system behavior.

Installers should know this skill gives Chinese-language social media optimization advice for Xiaohongshu, including engagement-oriented title and comment prompts. It does not appear to run code or access private 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
  • 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
  • Excessive AgencyUnrestricted Tool Access, Autonomous Decision Making, Scope Creep
Findings (1)

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
90% confidence
Finding

This reference guide presents all instructions and examples only in Chinese, which can amount to a language policy violation when no user opt-in or justified regional scope is provided. The file does not indicate that the skill is intended only for a Chinese-language audience or provide any alternative language option.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.