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Security audit

Learning Method Coach

Security checks for vulnerabilities and agentic risk

Overview

This is a simple learning-plan coaching skill with no hidden execution, data access, persistence, or privilege requests.

Install this skill if you are comfortable with a Chinese-language learning coach that asks about your study goals and schedule. Users who prefer another language may need to ask the agent explicitly to respond in that language.

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
  • 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
Confidence
93% confidence
Finding
The skill content is written in Chinese and effectively presumes Chinese-language interaction without offering a language choice or fallback. This can cause unintended exclusion, misalignment with user expectations, or unsafe misunderstandings if a user cannot fully understand the generated learning plan, though it does not appear to be malicious or directly security-compromising.

Static analysis

No suspicious patterns detected.