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Security audit

德雷福斯模型 × AI 评估

Security checks for vulnerabilities and agentic risk

Overview

This is a small Chinese-language coaching skill that helps assess a user-provided skill level and AI replacement risk, with no code execution or system access.

Install this if you are comfortable using a Chinese-language skill for professional self-assessment. Because it asks about real projects and decisions, avoid sharing confidential employer, client, or personal details unless you intend the agent to process them.

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 (3)

Natural-Language Policy Violations

Medium
Confidence
95% confidence
Finding
The manifest description is entirely in Chinese and presents the skill's use cases and outputs in that language, with no indication that other languages are supported or that the locale restriction is optional. Under the policy, forcing a specific language without user opt-in is a natural-language policy violation.

Natural-Language Policy Violations

Medium
Confidence
93% confidence
Finding
The manifest presents the skill name and short description only in Chinese, which imposes a specific language on users without indicating opt-in, fallback, or region-specific scope. This matches the policy category for language or locale constraints expressed in natural-language content.

Natural-Language Policy Violations

Medium
Confidence
89% confidence
Finding
The entire document is written only in Chinese and provides no indication that language selection is optional or that the locale is intentionally constrained for a region-specific use case. Under the policy, language-specific content without user opt-in or documented justification is a natural-language policy violation.

Static analysis

No suspicious patterns detected.