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Security audit

Logic Inversion Reflector

Security checks for vulnerabilities and agentic risk

Overview

This skill is a disclosed Chinese-language decision-reflection tool that runs local text analysis without hidden access, persistence, or data exfiltration.

Install this if you want a Chinese-language tool that deliberately challenges assumptions in decisions. Avoid using it for urgent decisions or with users who do not want adversarial reflection; expect output that may feel confrontational but remains local and non-persistent.

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
  • MCP Tool PoisoningHidden Instructions, Unicode Deception, Parameter Description Injection
  • 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 (6)

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
95% confidence
Finding

The skill description prominently presents itself in Chinese and states its mission in Chinese without indicating that other languages are supported. Under the policy, forcing a specific language without user opt-in is a natural-language policy violation.

Content

No source excerpt is available for this finding.

Skill Enumeration

Medium
Category
Agent Snooping
Confidence
80% confidence
Finding

Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.

Content

Scanner excerpt · README.md (reported line 85)May include surrounding context.

md
## 📚 完整文档

- [使用手册](skills/logic-inversion-reflector/SKILL.md)
- [使用示例](skills/logic-inversion-reflector/examples/usage_examples.md)

---

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
95% confidence
Finding

The skill metadata and the entire operational description are written in Chinese, and the file does not indicate that language selection is optional or that the skill is intended only for a Chinese-language context. Under the policy, forcing a specific language without user opt-in is a natural-language policy violation.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
91% confidence
Finding

The CLI prompt is hard-coded in Chinese ("请输入你的方案/想法:"), and the surrounding class/docstrings are also Chinese-only. This indicates a language-specific interaction model without any user opt-in or alternative locale handling, which matches the language/locale policy violation criteria.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Low
Category
Not specified by scanner
Confidence
92% confidence
Finding

This file is a markdown document, so natural-language policy checks apply. The skill examples, usage guidance, and invocation instructions are all presented only in Chinese, which can be interpreted as forcing a specific language/locale without user opt-in or an explicit explanation that the skill is intended for a Chinese-language audience.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Low
Category
Not specified by scanner
Confidence
93% confidence
Finding

This code file contains user-facing and developer-facing natural-language text entirely in Chinese, including the module docstring, test names, comments, and assertion content. Under the language/locale policy rule, forcing a specific language without opt-in can be a policy violation when no alternative language choice or justification is provided.

Content

No source excerpt is available for this finding.