Back to skill

Security audit

VibeCoding AI编程工作流

Security checks for vulnerabilities and agentic risk

Overview

This is a Chinese-language AI coding workflow guide with no executable code, install hooks, credential access, persistence, or hidden data handling.

Install this if you want a Chinese guide for structured AI-assisted coding. Be aware it may be selected for broad AI coding workflow questions, and verify any separate tools, APIs, or services you choose to use because this skill only describes them and does not install or run them.

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
  • Data ExfiltrationExternal Transmission, Env Variable Harvesting, File System Enumeration
  • Trigger AbuseOverly Broad Trigger, Shadow Command Trigger, Keyword Baiting Trigger
  • Prompt InjectionInstruction Override, Hidden Instructions, Exfiltration Commands
  • Privilege EscalationExcessive Permissions, Sudo/Root Execution, Credential Access
  • Supply ChainUnpinned Dependencies, External Script Fetching, Obfuscated Code
Findings (2)

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
84% confidence
Finding

The skill metadata description is written only in Chinese, which may bias routing or downstream behavior toward Chinese output without explicit user preference. While not directly dangerous like code execution or data exfiltration, it can override user language expectations and create an unintended instruction-channel effect.

Content

No source excerpt is available for this finding.

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
88% confidence
Finding

The trigger section uses very broad natural-language phrases such as requests about AI coding workflows, examples, or how to do VibeCoding, without clear scoping or boundary conditions. This can cause the skill to activate in unrelated conversations and steer the assistant into an unintended workflow, which is a prompt-routing/control issue even though the content is not overtly malicious.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.