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Security audit

Wang Xiaobo Style Writing

Security checks for vulnerabilities and agentic risk

Overview

This is a writing-style guidance skill with no code execution, credential access, persistence, or hidden data handling.

Installers should understand that this skill may activate for broad requests about logical Chinese prose and steer responses toward Wang Xiaobo-style writing; review that scope if you only want it triggered by explicit style requests.

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 (3)

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
88% confidence
Finding

The description frames the assistant as teaching Wang Xiaobo essay writing specifically "in Chinese writing," which implies a fixed language behavior. There is no accompanying statement that the user may choose another language or explicitly opt into Chinese-only output.

Content

No source excerpt is available for this finding.

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
92% confidence
Finding

The phrase "or wants logical, engaging Chinese prose" is not specific to this skill and overlaps with common writing-assistance requests that may not intend Wang Xiaobo-style imitation. The file does not provide clear scope boundaries or negative examples to distinguish general Chinese writing help from explicit style invocation.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Low
Category
Not specified by scanner
Confidence
82% confidence
Finding

This markdown file presents the analysis and transformation example entirely in English while referencing Chinese source material and a named Chinese authorial style. Under the policy criteria, this can be read as imposing a specific language/locale presentation without any opt-in or alternative language option.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.