Paper Reproduction by Python

• Outcome: Pass
• Latest audit: May 29, 2026, 8:17 PM
• Version:
  1.0.1

Overview

This instruction-only skill is aligned with paper reproduction work and mainly creates local code, logs, results, and bilingual documentation.

Install this only for paper reproduction projects where generated code, experiment logs, result files, and bilingual README output are acceptable. Use a dedicated repository or branch, review generated Python before running it, and inspect logs and translated documentation before sharing or committing them.

SkillSpector

By NVIDIA

Vulnerability Patterns

• 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
• Excessive Agency: Unrestricted Tool Access, Autonomous Decision Making, Scope Creep

Findings (1)

Natural-Language Policy Violations

Medium

• Confidence: 92% confidence
• Finding: The skill requires generating and maintaining a Chinese README alongside the English README regardless of whether the user requested bilingual output. This can cause the agent to perform extra work, create unexpected artifacts, and violate user intent or least-surprise expectations, especially in constrained or sensitive repositories where output scope matters.

VirusTotal

65/65 vendors flagged this skill as clean.