citation-management
Pass
Audited by Gen Agent Trust Hub on Sep 15, 2026
Risk Level: SAFEINDIRECT_PROMPT_INJECTIONMETADATA_POISONING
Full Analysis
- [INDIRECT_PROMPT_INJECTION]: The skill processes untrusted metadata from external research databases, creating a risk of indirect prompt injection. \n
- Ingestion points: Metadata is fetched from external APIs via
scripts/search_google_scholar.py,scripts/search_pubmed.py, andscripts/extract_metadata.py. \n - Boundary markers: The skill lacks explicit separators or warnings to prevent the agent from following instructions embedded in paper titles or abstracts. \n
- Capability inventory: The skill uses
Bash,Read,Write, andEdittools to run scripts and modify bibliography files. \n - Sanitization: The Python scripts perform structural formatting for BibTeX but do not sanitize text for potential LLM-targeted instructions. \n- [METADATA_POISONING]: The
SKILL.mdfile refers to a scriptscripts/generate_schematic.pythat is missing from the provided package. Furthermore, there is a mismatch between the provided author context and theskill-authorfield in the frontmatter.
Audit Metadata