Back to skill

Security audit

Viral Title Generator

Security checks for vulnerabilities and agentic risk

Overview

This is a simple Chinese-language title-writing template skill with no code execution, persistence, credential access, or hidden data handling.

Install only if you want a Chinese content-marketing title generator. Review generated titles for accuracy and avoid misleading claims, especially around earnings, expert claims, or exaggerated results.

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
  • 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 (3)

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
72% confidence
Finding

All instructions, triggers, templates, and examples are presented only in Chinese, with no indication that the user may choose another language or that the skill is intentionally limited to Chinese-language use. Under the stated policy, forcing a specific language without opt-in can be a natural-language policy violation.

Content

No source excerpt is available for this finding.

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
97% confidence
Finding

The skill defines activation keywords but provides no exclusion conditions, priority rules, or scope boundaries, making it ambiguous when this specialized behavior should or should not run. In an agent system, ambiguous activation can lead to unintended invocation, causing over-application of sensationalized title-generation logic to unrelated user tasks.

Content

No source excerpt is available for this finding.

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
97% confidence
Finding

The skill defines activation keywords but provides no exclusion conditions, priority rules, or scope boundaries, making it ambiguous when this specialized behavior should or should not run. In an agent system, ambiguous activation can lead to unintended invocation, causing over-application of sensationalized title-generation logic to unrelated user tasks.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.