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Security audit

learning-loop-coach

Security checks for vulnerabilities and agentic risk

Overview

This skill is a disclosed Chinese-default learning coach with local study files and an optional read-only multiple-choice grading helper.

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

SkillSpector findings are pending for this release.