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Security audit

Title Grammar Checker - 标题清晰度语法检查

Security checks for vulnerabilities and agentic risk

Overview

This is a simple academic-title grammar and clarity checklist with no executable code, data access, or persistence behavior.

This skill is reasonable to install for reviewing academic paper titles. Be aware that it may also trigger for general title-clarity or wording-review requests, so users should confirm the context when they want non-academic writing help.

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
  • Trigger AbuseOverly Broad Trigger, Shadow Command Trigger, Keyword Baiting Trigger
  • 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 (1)

Vague Triggers

Medium
Confidence
87% confidence
Finding
The trigger phrases are fairly broad natural-language requests such as asking whether a title is clear or to help review expression, which could cause the skill to activate in situations beyond the author's intended scope. This is not directly a security exploit, but it can lead to unintended invocation, user confusion, and inappropriate routing of requests.

Static analysis

No suspicious patterns detected.