firecrawl-research-papers
Pass
Audited by Gen Agent Trust Hub on Jul 11, 2026
Risk Level: SAFE
Full Analysis
- [SAFE]: No malicious patterns, obfuscation, or unauthorized access attempts were identified. The skill correctly utilizes an API key input and provides clear instructions for a research-oriented workflow using a well-known service (Firecrawl).
- [PROMPT_INJECTION]: The skill exhibits an indirect prompt injection surface as it is designed to ingest and process untrusted data from external research papers and websites. This is a common and necessary risk factor for any research-based scraping tool.
- Ingestion points: External PDFs, scholarly articles, and technical blogs accessed via
firecrawl_scrapeandfirecrawl_research_read_paper(SKILL.md). - Boundary markers: Absent; the instructions do not include specific delimiters or warnings to the agent regarding potential instructions embedded within the researched documents.
- Capability inventory: The agent uses Firecrawl-specific tools for searching, inspecting, and reading academic sources (SKILL.md).
- Sanitization: No explicit sanitization or filtering of external source text is performed before processing.
Audit Metadata