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Security audit

Ai Industry Infographic

Security checks for vulnerabilities and agentic risk

Overview

This skill is a disclosed AI-industry infographic workflow that mainly guides web research, fact-checking, prompt writing, and content packaging, with no hidden code or persistence.

Install this if you want a strict AI-industry infographic research and prompt workflow. Before using it, be aware that it defaults to Chinese/Xiaohongshu-style deliverables, performs many web searches, and may create or update local project files for generated packages and corrections.

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
  • Excessive AgencyUnrestricted Tool Access, Autonomous Decision Making, Scope Creep
  • 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
Findings (5)

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
92% confidence
Finding

The trigger list includes broad phrases such as “生成Prompt” and “做个选题的生图包,” which can match common user requests outside the narrow intended use case. That can cause the skill to activate unexpectedly and steer conversations into its rigid workflow, increasing the chance of undesired tool use, unnecessary web research, or off-scope content generation.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
88% confidence
Finding

The skill description hard-codes Chinese-language deliverables and Chinese-market output conventions without checking the user's language or locale preference. This can override user intent and create misleading or unusable outputs, especially in multilingual environments or when the user expects neutral formatting.

Content

No source excerpt is available for this finding.

Autonomous Decision Making

Medium
Category
Excessive Agency
Confidence
75% confidence
Finding

Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.

Content

Scanner excerpt · SKILL.md (reported line 182)May include surrounding context.

You MUST print the following report in your conversation response BEFORE the first Bash call that writes a file. This is the user's only way to verify rounds were completed without asking "did you run three rounds?"

text
══════════ 三轮核实报告 ══════════

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
93% confidence
Finding

The mandated four-section output format requires Chinese titles, Chinese social copy, and locale-specific formatting with no alternative path. This is dangerous because it forces a fixed communication channel and output language, which can cause policy or business-process errors when the user needs another language or a different platform format.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Low
Category
Not specified by scanner
Confidence
86% confidence
Finding

The section defines mandatory tone rules specifically for 小红书 content, including Chinese discourse markers and title formulas, as if they always apply. Without explicit user opt-in or region-specific justification, this creates a locale policy issue by forcing one platform/language style.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.