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Security audit

李白skill写诗对话

Security checks for vulnerabilities and agentic risk

Overview

This is a markdown-only Li Bai persona and creative-thinking skill with broad activation wording, but no code execution, data access, network behavior, or persistence beyond normal skill installation.

Install this if you want a stylized Chinese Li Bai perspective for creative, rhetorical, or mindset work. Be aware that broad phrases about wanting to be more free-spirited may trigger the persona unexpectedly; switch out with phrases like “退出角色” or “切回正常” when you need neutral, factual help.

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
  • Trigger AbuseOverly Broad Trigger, Shadow Command Trigger, Keyword Baiting Trigger
  • 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 (4)

Ae1

High
Category
analysis-evasion
Confidence
100% confidence
Finding

Referenced artifact was not completely inspected

Content

Scanner excerpt · SKILL.md (reported line 18)May include surrounding context.

md
本目录为**自包含** Skill 包:仅需保留 `SKILL.md` 即可被 Cursor 识别;`references/` 为可选调研附录。发布时可将整个 `libai-perspective` 文件夹打包 zip,或复制到任意项目的 `.cursor/skills/`、或用户目录 `~/.cursor/skill

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
91% confidence
Finding

The README instructs activation via broad natural-language phrases such as “用李白的视角” and “太白模式,” and the metadata indicates even looser conversational triggers may invoke the skill. This can cause unintended activation during ordinary discussion, leading the agent to adopt a stylized persona or decision framework when the user did not explicitly request it, which is a prompt-scope and behavior-boundary issue rather than code execution risk.

Content

No source excerpt is available for this finding.

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
96% confidence
Finding

The skill’s trigger conditions include broad emotional phrases like wanting to live more freely or not be worn down by mundane affairs, which are common in ordinary conversations and can activate the persona unexpectedly. Because the skill changes response framing and role behavior, accidental activation can steer users into an unsolicited persona mode, increasing the chance of misaligned advice in sensitive or unrelated contexts.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
84% confidence
Finding

The skill mandates responding in Li Bai’s first-person voice by default once activated, without asking for user consent on language, tone, or roleplay mode. This can override user expectations and reduce clarity, particularly for users who did not explicitly request Chinese persona roleplay or who need neutral, factual assistance.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.