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Security audit

小红书推流算法与内容优化

Security checks across malware telemetry and agentic risk

Overview

This is a text-only Xiaohongshu content optimization guide with no code execution, account access, credential use, or hidden behavior.

Safe to install from an agentic-security perspective. Treat the Xiaohongshu algorithm and CES claims as marketing guidance rather than verified platform documentation, and be aware the broad trigger wording may make the skill activate for general traffic or title-optimization questions.

SkillSpector

By NVIDIA
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

Medium
Confidence
93% confidence
Finding
The trigger description includes broad, everyday phrases such as '为什么流量不好' and '帮我优化标题/封面', which can match many normal conversations beyond explicit skill invocation. This can cause accidental routing to the skill, leading to inappropriate activation, confusing responses, and possible interference with other more relevant skills.

VirusTotal

58/58 vendors flagged this skill as clean.

View on VirusTotal

Static analysis

No suspicious patterns detected.