Autoresearch Loop

• Outcome: Pass
• Latest audit: May 29, 2026 at 8:26 PM UTC
• Version:
  1.0.0

Overview

This is a simple research-organization prompt with bounded iteration and no code, credential access, persistence, or hidden system behavior.

Safe to install as a research workflow prompt. Use clear scope, budget, and stopping criteria for broad research requests, especially because ordinary phrases like "deep dive" may trigger a longer iterative process.

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: 93% confidence
• Finding: The trigger list includes broad, natural phrases such as "deep dive" and "research this thoroughly," which are common in ordinary user requests and could invoke the skill unintentionally. Because this skill enables autonomous iterative behavior, accidental activation could cause the agent to perform more extensive actions than the user intended, increasing cost, scope, and the chance of unsafe downstream behavior.

VirusTotal

66/66 vendors flagged this skill as clean.