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Security audit

chinese-ai-agent-guide

Security checks for vulnerabilities and agentic risk

Overview

This is a disclosed Chinese-language style guide for AI agents and does not add code execution, data access, persistence, or privileged behavior.

Install this if you want an AI assistant to follow Chinese internet and social-platform writing conventions. Expect it to affect tone, structure, emoji usage, and platform-style phrasing; avoid enabling it for tasks where neutral, non-Chinese, or formal output is required.

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 (2)

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
94% confidence
Finding

The description states this is a Chinese AI-agent behavior guide optimized for the Chinese internet environment, which imposes a specific language/locale orientation. Under the policy, locale constraints should either be optional for the user or clearly justified as region-specific; this file presents the constraint as a default behavioral rule set without opt-in language choice.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Low
Category
Not specified by scanner
Confidence
91% confidence
Finding

The description and keywords repeatedly specify Chinese/中文 as the language context, but the metadata does not state that this is optional or limited to a region-specific use case. Under the policy rule, forcing a specific language without opt-in can be a natural-language locale violation.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.