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Security audit

Musk Mindset — Mental Operating System

Security checks for vulnerabilities and agentic risk

Overview

This is a text-only analysis/persona skill with clear activation guidance and no executable code, data access, persistence, or privilege-seeking behavior.

Install this only if you want the assistant to use a forceful first-principles and Musk-style business/engineering lens for relevant prompts. Be aware that the style can be assertive and biased toward aggressive optimization, so review its advice critically for human, legal, regulatory, and resource constraints.

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
  • 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
  • Excessive AgencyUnrestricted Tool Access, Autonomous Decision Making, Scope Creep
Findings (1)

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
95% confidence
Finding

The skill explicitly instructs the agent to answer in a Musk-specific persona and output style ('what would Musk do', 'direct, physics-oriented, no sugarcoating') without requiring current user consent. This can override normal assistant behavior, bias advice toward a narrow worldview, and produce needlessly aggressive or authority-mimicking responses that the user did not request in the current turn.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.