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Security audit

Shike Zhangxuefeng Perspective

Security checks for vulnerabilities and agentic risk

Overview

This is a simple education and career-planning perspective skill with no executable code, persistence, credential access, or hidden data handling.

This skill appears safe to install from a security standpoint. Users should be aware that it may steer education or career questions into a specific, blunt persona style, and should verify important school, exam, career, and financial decisions independently.

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 (2)

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
92% confidence
Finding

The description lists broad trigger terms such as '考研', '专业选择', and '职业规划', which are common phrases likely to appear in ordinary conversation. That can cause unintended activation of the skill outside explicit user intent, leading to prompt hijacking of the interaction flow or incorrect persona application, though the content itself is not inherently dangerous.

Content

No source excerpt is available for this finding.

Vague Triggers

Low
Category
Not specified by scanner
Confidence
91% confidence
Finding

The usage example '用张雪峰视角看这个职业规划' is a natural-language phrase without a strong invocation boundary, so similar everyday user text could accidentally match and activate the skill. In systems that auto-route on semantic or fuzzy trigger matching, this increases the chance of unintended persona switching and unreliable behavior.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.