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Security audit

Libai Think Partner

Security checks for vulnerabilities and agentic risk

Overview

This is a text-only Li Bai creativity and reflection coaching skill with disclosed limits and no code, external access, or persistence.

Installers should treat this as a creativity and expression aid, not as mental health care or professional decision support. If using automatic skill routing, consider requiring explicit opt-in for Li Bai-style creative reflection so ordinary distress or life-advice prompts are not routed here unintentionally.

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
  • 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

Medium
Category
Not specified by scanner
Confidence
95% confidence
Finding

The activation section uses broad, everyday prompts such as anxiety, creativity, and whether to give up, which could cause the skill to trigger in ordinary conversations outside a tightly defined context. In a multi-skill or automatic-routing environment, this increases the chance of unintended invocation and can steer users into a persona-driven framework when they did not explicitly request it.

Content

No source excerpt is available for this finding.

Missing User Warnings

Medium
Category
Not specified by scanner
Confidence
86% confidence
Finding

The skill invites use for painful, anxious, or confused emotional states in the activation/usage area, but the nearby routing guidance does not foreground a clear safety warning or crisis boundary before engaging. Although the document includes some later caveats, a user may still be funneled into poetic emotional guidance before seeing clear direction that the skill is not a substitute for mental health support.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.