academic-writer
Pass
Audited by Gen Agent Trust Hub on May 10, 2026
Risk Level: SAFECOMMAND_EXECUTIONEXTERNAL_DOWNLOADSPROMPT_INJECTION
Full Analysis
- [COMMAND_EXECUTION]: The skill uses
curlandpython3to execute searches and process structured data from academic databases. It includes instructions for running specific shell pipelines to filter and format research metadata. - [EXTERNAL_DOWNLOADS]: The skill performs network operations to fetch metadata from established academic services, including
arxiv.org,semanticscholar.org, anddblp.org(documented inrules/literature-search.md). - [PROMPT_INJECTION]: The skill possesses an indirect prompt injection surface through the processing of untrusted external data:
- Ingestion points: Research paper abstracts and literature metadata are fetched directly from external APIs and integrated into the agent's context (e.g., in
rules/literature-search.md). - Boundary markers: There are no explicit delimiters or instructions provided to the agent to treat fetched literature content as untrusted or to ignore instructions embedded within research abstracts.
- Capability inventory: The skill has access to bash command execution (
curl,python3) and file system operations as described in its core workflow. - Sanitization: The skill does not implement automated sanitization or filtering for the external text retrieved during the literature search process.
Audit Metadata