paperreview

To submit a paper PDF for review without a browser, use the script to perform a presigned S3 upload and confirm the submission to receive a review token. The workflow validates PDF format and size, then automates the HTTP upload process.

Automated paper review retrieval works by polling the review API endpoint using the received token, saving timestamped JSON and Markdown artifacts next to the original PDF. It supports one-shot checks or continuous polling for up to 48 hours.

Yes, you can validate a PDF for upload without submitting it using the dry-run validation mode. This mode checks the PDF file, header, and size without performing network calls, preventing accidental submissions before you are ready.

Yes, you need the requests library installed to run the paperreview submission script. It is required as a dependency to handle the HTTP requests for presigned S3 uploads, confirmation calls, and polling the review endpoint.

The best way to integrate an external second opinion into a reproducible paper workflow is automating the PDF submission and polling process via scripts. This ensures deterministic, script-driven uploads and automated retrieval of JSON and Markdown review artifacts.

The paperreview polling utility stops after 48 hours because it is designed to support continuous polling for review results up to that duration. This timeout limitation prevents indefinite polling loops when review generation takes exceptionally long.