literature-review
Pass
Audited by Gen Agent Trust Hub on Mar 31, 2026
Risk Level: SAFECOMMAND_EXECUTIONEXTERNAL_DOWNLOADSPROMPT_INJECTION
Full Analysis
- [COMMAND_EXECUTION]: The script
scripts/generate_pdf.pyexecutes system commands forpandocandxelatex. Evidence: subprocess calls inscripts/generate_pdf.py(lines 53 and 106) use lists for command arguments, avoiding shell injection vulnerabilities.\n- [EXTERNAL_DOWNLOADS]: The skill fetches data from reputable scientific services. Evidence:scripts/verify_citations.py(lines 35 and 52) makes HTTP requests todoi.organdapi.crossref.org.\n- [PROMPT_INJECTION]: The skill possesses an indirect prompt injection surface due to processing external research data. Ingestion points: Bibliographic metadata fromapi.crossref.organd search result JSONs. Boundary markers: None identified in instructions or scripts. Capability inventory: Subprocess execution inscripts/generate_pdf.pyand broad file system permissions (Bash/Read/Write). Sanitization: No filtering is applied to retrieved titles or abstracts to prevent adversarial instructions.\n- [SAFE]: The skill's behavior matches its stated academic purpose. It uses standard libraries and tools, follows recognized research methodologies (PRISMA/PICO), and lacks indicators of obfuscation, persistence, or data exfiltration.
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