Academic Research and Paper Writing Assistant

• Outcome: Pass
• Latest audit: Jun 13, 2026 at 11:49 PM UTC
• Version:
  1.0.0

Overview

This is a documentation-only academic writing helper with no evidence of hidden execution, data collection, persistence, or credential use.

Install only if you want academic drafting and research-planning help, especially in Chinese. Treat its literature, journal metrics, funding, statistics, ethics, and AI-disclosure guidance as draft support and verify important decisions against current authoritative sources.

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 (2)

Vague Triggers

Medium

• Confidence: 90% confidence
• Finding: The trigger section uses broad example phrases such as '帮我做XX方向的文献综述' and '帮我写论文的Methods部分' without defining scope limits, exclusions, or precise routing criteria. This can cause the skill to activate unexpectedly for loosely related academic requests, increasing the chance of misrouting user input, overriding more appropriate safeguards, or being invoked in contexts the author did not intend.

Natural-Language Policy Violations

Medium

• Confidence: 84% confidence
• Finding: The skill metadata and description are written as Chinese-language-first and do not document any user locale negotiation or opt-in behavior. This can lead to responses in an unexpected language, causing misunderstanding of research, ethics, or statistical guidance, especially where precision matters.

VirusTotal

64/64 vendors flagged this skill as clean.