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Security audit

中文去AI味

Security checks for vulnerabilities and agentic risk

Overview

This is a simple writing-style skill for making Chinese text sound more natural, with no code execution or hidden system access.

Install this if you want Chinese text rewritten in a more casual, conversational style. Avoid using it where formal tone, exact source fidelity, or unsupported personal anecdotes would be inappropriate, and ask the agent to preserve your target language when needed.

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
  • 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
91% confidence
Finding

The skill is written entirely in Chinese and strongly steers output toward a Chinese conversational style without indicating any user-language negotiation or fallback behavior. In an agent setting, this can override a user's preferred language or locale, causing confusing responses, degraded accessibility, and potential mishandling of tasks where language precision matters.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.