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Security audit

何小鹏思维视角 v2

Security checks for vulnerabilities and agentic risk

Overview

This is a disclosed Chinese-language perspective/roleplay skill for smart-car and autonomous-driving analysis, with no executable code or privileged behavior.

Install only if you want a Chinese-language He Xiaopeng-inspired analysis style for smart-car topics. Use explicit prompts when invoking it, and treat first-person answers as roleplay based on public information rather than actual statements or predictions from He Xiaopeng.

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
  • Trigger AbuseOverly Broad Trigger, Shadow Command Trigger, Keyword Baiting Trigger
  • 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 (4)

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
90% confidence
Finding

The trigger list includes broad phrases such as general discussion of smart cars, autonomous driving deployment, and product definition. This can cause unintended activation during normal conversation, leading the agent to switch personas or apply this skill when the user did not explicitly request it, which may override safer or more relevant behavior.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Low
Category
Not specified by scanner
Confidence
86% confidence
Finding

This markdown file presents all user-facing content in a single language and does not indicate that the skill is region-specific or that users may opt into another language. Under the policy, forcing a specific language without user opt-in can be a natural-language policy violation.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Low
Category
Not specified by scanner
Confidence
96% confidence
Finding

SQP-3 applies to all file types and covers language or locale policy violations. This markdown file presents all instructional/content text exclusively in Chinese, and there is no indication that the skill is region-specific or that users can opt into another language.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Low
Category
Not specified by scanner
Confidence
83% confidence
Finding

The skill states that once activated it will respond in He Xiaopeng's first-person perspective and fixed style, without offering user language or format choice. This can reduce user control, create misleading impersonation-style output, and make the assistant less transparent about when it is roleplaying versus providing neutral analysis.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.