academic-research-hub
Pass
Audited by Gen Agent Trust Hub on Mar 2, 2026
Risk Level: SAFEEXTERNAL_DOWNLOADS
Full Analysis
- [EXTERNAL_DOWNLOADS]: The skill facilitates the download of academic papers in PDF format from trusted, well-known repositories such as arXiv and Semantic Scholar using the
requestslibrary. - [EXTERNAL_DOWNLOADS]: The documentation references
clawhub.aifor the installation of the OpenClawCLI, which is a native resource associated with the platform vendor. - [PROMPT_INJECTION]: The skill processes external data (academic abstracts and titles) which could serve as a vector for indirect prompt injection, although this is a standard risk for research-focused agents.
- Ingestion points: Research metadata is ingested from external APIs in
scripts/research.py. - Boundary markers: The script formats results using structured text and JSON, but it does not implement specific delimiters or 'ignore' instructions for the agent context.
- Capability inventory: The skill includes file-writing capabilities to save search results and PDFs, and network operations to call academic APIs.
- Sanitization: Basic filename cleaning is performed for file system safety, and text is truncated for display purposes, but no semantic sanitization of retrieved abstracts is present.
Audit Metadata