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Security audit

Dark Horse Mindset

Security checks for vulnerabilities and agentic risk

Overview

This is a disclosed Chinese career-reflection coaching skill with no code execution, external access, persistence, or credential handling.

Install only if you want a Chinese conversational framework for career and life-direction reflection. Treat it as coaching material, not mental-health, medical, legal, crisis, or professional career counseling; users in acute distress should use appropriate qualified support.

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)

Missing User Warnings

Medium
Category
Not specified by scanner
Confidence
88% confidence
Finding

The skill presents guidance for users experiencing career confusion, alienation, and life-direction uncertainty, but does not warn that it is not mental-health, crisis, or professional counseling support. In ambiguous or vulnerable-user situations, this omission may cause over-reliance on a motivational framework instead of directing the user to qualified help.

Content

No source excerpt is available for this finding.

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
95% confidence
Finding

The trigger list is broad and includes a catch-all condition covering nearly any career confusion, life-direction, or self-analysis request. This can cause the skill to activate outside the author's likely intent, leading users to receive a prescriptive self-help framework when they may need a narrower domain skill or more appropriate support.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Low
Category
Not specified by scanner
Confidence
77% confidence
Finding

The entire file content is presented only in Chinese, including the document description and section references, with no indication that language selection is optional. Under the stated policy, forcing a specific language without user opt-in can be a natural-language policy violation unless clearly justified.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.