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Security audit

Prompt Optimizer

Security checks for vulnerabilities and agentic risk

Overview

This is a prompt-structuring helper with no code execution or sensitive access; the main caveat is that it may steer responses toward Chinese wording and formatting.

Install this if you want a Chinese-oriented prompt optimization and answer-structuring skill. Users who need responses to follow the conversation language should adjust or wrap the skill instructions so language remains user-directed.

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

Vulnerability Patterns
  • Data ExfiltrationExternal Transmission, Env Variable Harvesting, File System Enumeration
  • Prompt InjectionInstruction Override, Hidden Instructions, Exfiltration Commands
  • 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 (1)

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
96% confidence
Finding

The skill metadata and body are written to produce Chinese-only behavior by default, without indicating that language should follow the user's preference or current conversation context. This can override user expectations, reduce usability, and in multi-step agent settings may cause incorrect or inaccessible outputs, especially when downstream tools, reviewers, or safety processes expect another language.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.