nature-paper2ppt
Pass
Audited by Gen Agent Trust Hub on Aug 23, 2026
Risk Level: SAFECOMMAND_EXECUTION
Full Analysis
- [COMMAND_EXECUTION]: The skill is configured to execute a bundled Python script (
scripts/audit_pptx_quality.py) to perform structural quality checks on the generated PowerPoint files. This script utilizes standard libraries (zipfile, xml.etree) and operates locally on the agent's output files. - [INDIRECT_PROMPT_INJECTION]: The skill processes external, untrusted content from research papers, PDFs, and scientific URLs which could contain malicious instructions.
- Ingestion points: The skill extracts metadata, text, and figure legends from user-supplied papers (Step 1 of the workflow).
- Boundary markers: While explicit prompt delimiters are not used, the skill implements a 'Terminology Ledger' to enforce technical consistency and minimize influence from external phrasing.
- Capability inventory: The skill has the ability to write to the file system and execute its bundled audit script.
- Sanitization: The skill relies on the
python-pptxlibrary for file generation, which provides structured XML handling. - [DYNAMIC_EXECUTION]: The skill generates a task-specific Python script (
build_presentation.py) as a deliverable for the user. This script is intended for reproducibility of the PowerPoint deck and is generated based on the task context using standard templates.
Audit Metadata