VibeCoding AI编程工作流

Security checks across malware telemetry and agentic risk

Overview

This is a Chinese-language coding workflow guide with no executable code or hidden privileges; its main issues are broad activation wording and possible language mismatch.

Safe to install as a workflow/reference guide. Users should treat its tool, API, testing, and CI/CD suggestions as planning guidance and review any generated commands, API integrations, credential use, or deployment steps before running them.

SkillSpector

By NVIDIA
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 (2)

Vague Triggers

Medium
Confidence
89% confidence
Finding
The trigger phrases are broad and overlap with common user requests such as asking how to build something with AI or asking for examples. This can cause unintended activation of the skill in unrelated conversations, leading the agent to inject a specific workflow and potentially override user intent or produce unexpected behavior.

Natural-Language Policy Violations

Medium
Confidence
86% confidence
Finding
The skill is written and framed entirely in Chinese without offering language negotiation or an explicit opt-in for language choice. In multilingual environments this can cause the agent to respond in an unexpected language, degrading usability, causing misunderstandings of technical steps, and increasing the chance of user error during code generation or security-sensitive development tasks.

VirusTotal

63/63 vendors flagged this skill as clean.

View on VirusTotal