Scholar Search

• Analyzed: May 11, 2026, 5:44 AM
• Findings: 1
• Version: 1.0.4
• Hash: 4a9cd201b5dbf6a7beb34e41b919ff8aec609c1f5140ef4fc9c85bf500272fd8
• Source: palm
• External report: View on VirusTotal

Findings (1)

The scholar-search skill bundle is a legitimate tool for academic paper retrieval from arXiv and Semantic Scholar. The primary script, 'scripts/scholar-search.py', implements robust rate-limiting and parameter validation for API requests, while 'scripts/set_s2_api_key.py' provides a standard mechanism for managing API credentials via a local .env file (which is correctly excluded via .gitignore). No evidence of data exfiltration, malicious execution, or harmful prompt injection was found; the code and instructions are strictly focused on the stated purpose of academic search and structured output formatting.