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Security audit

AI绘画提示词优化器

Security checks for vulnerabilities and agentic risk

Overview

This skill only provides guidance for writing AI image prompts and does not request dangerous access or run code.

Before installing, note that the skill is written mainly for Chinese-speaking users and usually produces optimized image prompts in English. It does not generate images itself or require local, account, or network access.

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 (3)

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
92% confidence
Finding

The primary description is written as a direct Chinese-only user-facing pitch, which indicates a language expectation but does not state that other languages are supported or optional. Under the policy, forcing a specific language without user opt-in is a natural-language policy violation unless a justified locale constraint is documented.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
98% confidence
Finding

The instruction '必须英文' imposes a hard language requirement for outputs without offering an opt-in choice or explaining a necessary regional/compliance constraint. This matches the policy's prohibited pattern of forcing a specific language or locale.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
88% confidence
Finding

This markdown file presents all instructions, examples, and reference material in Chinese only. The policy requires flagging language or locale constraints when the skill effectively forces a specific language without user opt-in or a clearly documented regional justification.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.