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Security audit

Zhangjuzheng Think Partner

Security checks for vulnerabilities and agentic risk

Overview

This is a text-only strategy-advice skill for organizational reform, with no code execution, persistence, credential access, or hidden install behavior.

Use this as a strategic framing aid for organizational change, not as legal, HR, compliance, investment, or personnel-discipline advice. Be especially careful applying its stakeholder and resistance tactics in sensitive workplace or personal contexts.

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
  • 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 (1)

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
89% confidence
Finding

The skill’s activation triggers are framed very broadly around common workplace situations like change, execution, resistance, and coordination, without enough negative boundaries or disambiguation. This can cause the agent to invoke the persona in ordinary advice conversations where a historically framed, politically strategic style may be inappropriate, leading to over-application of manipulative or high-stakes reform tactics in benign contexts.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.