systematic-review

An end-to-end systematic review pipeline automates search, Zotero import, screening, coding, QA, and manuscript export while generating PRISMA-style documentation for traceability and reproducibility. It coordinates these stages within a unified workflow.

Zotero supports systematic review management through project-scoped library selection, audit trails, and human adjudication features. It enables tight integration for importing search results, fetching abstracts, and attaching PDFs during screening.

A scripted systematic literature review requires configured data sources including Zotero, Scopus, Web of Science, or OpenAlex. You also need pipeline scripts for each stage and explicit scope decisions stored in a configuration file to ensure reproducible results.

Full-text screening and coding for included papers are orchestrated through dedicated pipeline stages. The process applies QA evaluator agents to assess methodological rigor and coordinates human adjudication in Zotero to ensure traceability across the systematic review.

This systematic review workflow explicitly supports social sciences and related domains by applying PRISMA-style documentation, Zotero-based management, and scripted pipelines. These mechanisms ensure traceability and reproducibility across all stages from search to manuscript export.