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ReviQ

On the record

Authentication limitation
The README states that ReviQ has no authentication, so anyone who can reach its port can access projects and resolve conflicts.github.com · read 3 Oct 2026
Collaboration
Reviewers can exchange decisions as JSON files, and grey-literature corpora can be shared through an interchange package.github.com · read 3 Oct 2026
Deployment and data
ReviQ runs in Docker, stores data in a local Docker volume, and binds its ports to loopback by default.github.com · read 3 Oct 2026
Deployment and storage
ReviQ runs in Docker and stores its data in a Docker volume on the user's machine.github.com · read 2 Oct 2026
Integrations
Grey-literature retrieval can use SearchApi.io-backed search engines or arXiv’s API, and uses ScrapingBee to fetch and archive sources.github.com · read 2 Oct 2026
Intended users
The project describes its workflow for researchers conducting systematic or multivocal literature reviews, including reviews with up to five reviewers.github.com · read 3 Oct 2026
License
The repository lists the GNU General Public License v3.github.com · read 3 Oct 2026
Optional features
OCR and figure descriptions are off by default; figure descriptions use an optional Anthropic API key.github.com · read 3 Oct 2026
Purpose
ReviQ is a locally deployed workbench for systematic and multivocal literature reviews.github.com · read 3 Oct 2026
Results and exports
Results include a PRISMA 2020 flow diagram, publication charts, a PDF protocol report, BibTeX exports, and a replication package.github.com · read 3 Oct 2026
Retrieval costs
SearchApi.io and ScrapingBee API keys are needed for the corresponding retrieval engines and fetching; their usage is billed to the user, and ReviQ has no budget ceiling for the tool.github.com · read 3 Oct 2026
Retrieval integrations
The optional grey-literature retrieval tool can use SearchApi.io-backed search engines or arXiv, and uses ScrapingBee to fetch and archive results.github.com · read 3 Oct 2026
Review capacity
A project setup supports up to five reviewers.github.com · read 2 Oct 2026
Review workflow
It supports eight phases, from project setup and importing references through screening, quality assessment, data extraction, and results.github.com · read 3 Oct 2026
Screening
Title and abstract screening supports Include, Exclude, and Uncertain decisions, per-criterion rationale, conflict detection, Cohen’s κ with 95% CI, and PABAK.github.com · read 2 Oct 2026
Screening statistics
Screening includes automatic conflict detection, Cohen’s κ with a 95% confidence interval, and PABAK.github.com · read 3 Oct 2026
Security limitation
ReviQ has no authentication; the README warns that anyone able to reach its ports can read projects and resolve conflicts.github.com · read 2 Oct 2026

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