academic-pipeline
Pass
Audited by Gen Agent Trust Hub on Aug 16, 2026
Risk Level: SAFECOMMAND_EXECUTIONEXTERNAL_DOWNLOADSPROMPT_INJECTION
Full Analysis
- [COMMAND_EXECUTION]: The skill references the execution of local scripts and standard developer tools for auditing and testing. It provides examples for running unit tests via
python3 -m unittestand utility scripts such asscripts/run_codex_audit.shandscripts/check_literature_corpus_schema.py. - [COMMAND_EXECUTION]: External command-line tools
pandocandtectonicare used for document conversion and LaTeX compilation to produce academic manuscripts. - [EXTERNAL_DOWNLOADS]: The skill utilizes the Semantic Scholar API and general WebSearch queries for research verification, source tracing, and fact-checking.
- [PROMPT_INJECTION]: The skill processes untrusted external data such as research drafts and reviewer feedback. It addresses this risk through a mandatory
integrity_verification_agentthat implements multi-phase verification of citations, data, and claims.
Audit Metadata