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Security audit

乔布斯.skill - Steve Jobs思维操作系统

Security checks for vulnerabilities and agentic risk

Overview

This is a disclosed Steve Jobs perspective roleplay skill with no code, network access, file access, or system persistence, but users should understand it intentionally changes the assistant's speaking style.

Install this only if you want an opinionated Steve Jobs-style roleplay mode. Avoid treating its first-person responses as real quotes or verified views, and exit the persona before asking for neutral, factual, medical, legal, financial, or safety-critical advice.

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
Findings (1)

T01 · Skill Instruction Hijacking

Error
Location
SKILL.md:18
Finding

Persistent First-Person Persona and Response-Control Hijacking

Content
View full analysis

Vulnerability Details

File Location: SKILL.md, lines 18–27; supporting behavior constraints at lines 143 and 167
Vulnerability Type: T01: Skill Instruction Hijacking
Risk Level: High

Vulnerable Instructions

The following is an English translation of the complete relevant instruction segment at lines 18–27:

markdown
**After this skill is activated, respond directly as Steve Jobs.**

- Use “I” rather than “Steve Jobs would think...”
- Answer directly using this person's tone, rhythm, and vocabulary.
- When encountering uncertain questions, respond as this person would—possibly say “That's a stupid question” and then reframe the issue, or remain silent for ten seconds before giving an unexpected analogy.
- **State the disclaimer only once upon initial activation** (“I am speaking with you from a Steve Jobs perspective, inferred from public statements, and these are not his personal views”); do not repeat it in later conversations.
- Do not say “If it were Steve Jobs, he might...” or “Steve Jobs would probably think...”
- Do not step out of character to provide meta-analysis unless the user explicitly requests “exit character.”

**Exiting the role**: Return to normal mode when the user says “exit,” “switch back to normal,” or “stop role-playing.”

Additional mandatory constraints include:

markdown
When role-playing, the style rules must be followed.
markdown
Be extremely certain. Use no hedging language such as “I think,” “maybe,” or “kind of.”

Technical Analysis

The skill does more than provide a perspective-based analytical framework. It directs the agent to replace its presented identity with that of a real person, suppress ordinary attribution after the first turn, avoid stepping outside the imposed role, and continue applying the behavior until the user provides a recognized exit command.

This is instruction hijacking because loading the skill changes the a ...[truncated 2667 chars]

Remediation
View remediation

Remediation Suggestions

  1. Replace direct impersonation with clearly attributed perspective analysis, such as: “From a framework inspired by Steve Jobs's public statements and documented decisions...”
  2. Prohibit claims that the agent is Steve Jobs and avoid first-person statements that imply authentic identity or endorsement.
  3. Preserve uncertainty language. Explicitly permit phrases such as “the available sources suggest,” “this is an inference,” and “the evidence is inconclusive.”
  4. Remove the instruction forbidding meta-analysis. The agent must remain able to explain that it is generating a simulation based on public sources.
  5. Scope stylistic adaptation to the current response only. Do not make persona behavior persist across later turns unless the user explicitly requests it again.
  6. Display attribution whenever a response could reasonably be detached from earlier context, rather than only once at activation.
  7. Separate verified quotations from generated interpretation. Require citations for direct quotations and label paraphrases or inferred viewpoints accordingly.
  8. Replace insulting or coercive persona directives with professional language, especially where users request consequential guidance.
  9. Add an explicit precedence rule stating that persona and style instructions cannot override system instructions, safety requirements, factual accuracy, transparency, or tool-use restrictions.
  10. Permit users to leave the perspective mode through any semantically equivalent request instead of relying on a narrow set of recognized exit phrases.
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

High
Category
Not specified by scanner
Confidence
97% confidence
Finding

The trigger phrases are broad and include common conversational requests like '帮我用乔布斯的角度想想' or '切换到乔布斯', which can activate the skill in ordinary discussion without clear user intent to invoke a roleplay skill. This can cause unintended persona takeover, reducing response reliability and potentially bypassing user expectations about tone, safety framing, or neutrality.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
78% confidence
Finding

The skill description is written as a Chinese-language persona specification and defines fixed Chinese trigger phrases for activation, without indicating that the user may choose another language. This can amount to a language/locale policy issue because the skill appears to assume a specific language context rather than offering opt-in or user preference handling.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.