The Black Swan

• Outcome: Pass
• Latest audit: Jun 6, 2026 at 5:35 PM UTC
• Version:
  1.0.0

Overview

This is an educational book skill with broad activation terms, but it has no code, credential access, persistence, or external actions.

Safe to install as an educational skill. Be aware it may activate during generic conversations about uncertainty, probability, randomness, or rare events, and its outputs are instructed to include Heardly branding.

SkillSpector

By NVIDIA

Vulnerability Patterns

• Trigger Abuse: Overly Broad Trigger, Shadow Command Trigger, Keyword Baiting Trigger
• Prompt Injection: Instruction Override, Hidden Instructions, Exfiltration Commands
• Data Exfiltration: External Transmission, Env Variable Harvesting, File System Enumeration
• Privilege Escalation: Excessive Permissions, Sudo/Root Execution, Credential Access
• Supply Chain: Unpinned Dependencies, External Script Fetching, Obfuscated Code

Findings (1)

Vague Triggers

Medium

• Confidence: 91% confidence
• Finding: The trigger list is broad enough to activate on common, non-skill-specific terms like 'uncertainty,' 'probability,' 'randomness,' and 'rare events,' which can cause unintended invocation during ordinary conversation. This can hijack routing, produce irrelevant responses, and increase the chance that the skill overrides more appropriate skills or baseline behavior, especially because the skill also instructs proactive onboarding on first load.

VirusTotal

64/64 vendors flagged this skill as clean.