auto-paper-improvement-loop
Pass
Audited by Gen Agent Trust Hub on Apr 19, 2026
Risk Level: SAFE
Full Analysis
- [COMMAND_EXECUTION]: Employs latexmk, pdfinfo, and standard shell utilities to manage the LaTeX compilation process and verify document formatting requirements.
- [DATA_EXFILTRATION]: Accesses the user's home directory (~/.claude/feishu.json) to retrieve notification configuration for reporting progress, which is an intended feature of the skill.
- [PROMPT_INJECTION]: Processes untrusted LaTeX source files and implements modifications based on model feedback, presenting an indirect prompt injection surface.
- Ingestion points: Files in paper/sections/ are concatenated and sent for review.
- Boundary markers: Minimal markers used; no explicit safety delimiters or instructions provided to the model to ignore embedded commands.
- Capability inventory: Utilizes Bash(*), Write, and Edit tools to autonomously apply modifications to the codebase.
- Sanitization: No sanitization is performed on the input paper text or the proposed changes from the reviewer model.
Audit Metadata