document-hunter

You can automate downloading primary source documents by running browser automation scripts with Playwright that systematically scan CourtListener, Scribd, and DocumentCloud, then generate a structured manifest organizing the complete document dataset.

The best way to collect court documents in bulk is using automated browser scanning across DOJ, SEC, and Justia sites, which captures indictments and reports while organizing metadata into a reproducible manifest for research audits.

Yes, Playwright drives the browser automation to navigate free public archives, while Python scripts process the retrieved primary sources and produce a structured manifest and cited sources for your research workflow.

Automated document hunting works effectively for both specific case-name research and album documentation by systematically scanning configured archive sites to locate and download relevant public-domain primary source documents.

Automated primary document hunting supports DocumentCloud, CourtListener, Scribd, Justia, and government sites including DOJ and SEC, targeting free public archives to ensure reproducible results without paywalls.

You keep track of metadata when downloading primary sources through a generated structured manifest that catalogs cited sources and downloaded files, enabling quick audits and seamless integration into research workflows.