academic-paper
Pass
Audited by Gen Agent Trust Hub on Aug 12, 2026
Risk Level: SAFECOMMAND_EXECUTION
Full Analysis
- [COMMAND_EXECUTION]: The skill's orchestration logic utilizes internal Python scripts, including
scripts/check_pipeline_integrity.py,scripts/ars_anchorize_draft.py, andscripts/ars_apply_revision_patch.py, to manage document anchors and ensure the integrity of text during multi-round revisions. - [COMMAND_EXECUTION]: The
formatter_agentprovides instructions for and utilizes system-level academic tools such aspandoc,tectonic, andxelatexto perform document conversions between Markdown, LaTeX, PDF, and DOCX formats. - [SAFE]: The
visualization_agentis designed to generate runnable Python (matplotlib/seaborn) or R (ggplot2) code for creating publication-quality charts. This code is generated dynamically based on the paper's quantitative results and follows APA 7.0 standards. - [SAFE]: The skill incorporates an 'Anti-Leakage Protocol' (Knowledge Isolation) which mandates that the drafting agent must prioritize provided research materials over its internal knowledge to prevent the fabrication of methodologies or citations.
- [SAFE]: The skill processes potentially untrusted external data, such as reviewer comments and user research materials. It mitigates indirect prompt injection risks by employing structured data extraction and explicit 'Generator-Evaluator' separation of model calls.
Audit Metadata