Vibe Coding Mastery

Security checks across malware telemetry and agentic risk

Overview

This is a documentation-only AI coding guide with disclosed templates and safety checklists, not an executable or credential-seeking skill.

Safe to install as a guide. Treat its rules-file templates like project configuration: keep them project-specific, do not include secrets or private data, and be careful when copying example git recovery commands because commands like checkout can discard local changes.

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 (1)

Vague Triggers

Medium
Confidence
82% confidence
Finding
The manifest description is extremely broad and markets the skill as a complete system for building software with AI across many tools and stages. That can cause over-triggering on generic coding requests, pulling this skill into contexts far beyond its intended scope and increasing the chance that users receive risky high-autonomy guidance in inappropriate situations.

VirusTotal

52/52 vendors flagged this skill as clean.

View on VirusTotal