Plugins / AI & summaries

Literature Flow

by PracticeEarnestly · github.com/PracticeEarnestly/zotero-literature-flow

Minimal L1/L2/L3 AI literature workflow plugin for Zotero.

View source
Downloads a .xpi file (1.0 MB). In Zotero, open Tools → Plugins and install it from the file.
StarsPeople who starred the repository on GitHub: a rough measure of interest.
0
DownloadsAll-time downloads of its release files from GitHub. Installs from elsewhere aren't counted.
2
ContributorsPeople who have committed code to the repository.
1
LicenceThe licence the code is published under, as GitHub reports it.
None stated
A
Atlas gradeRecommended
because every code check came out low
Applies to v0.2.1, released 28 Aug 2026Code checked · tested installed in Zotero 9.0.6 on 27 Sep 2026
Doesn't work with the current Zotero (10)Works with Zotero 7, 8, 9.
What we found in the codeSets the gradeThe worst finding in these three areas sets the grade.
Code transparencyReadable code; not yet checked against the published sourceThe developer uploaded the release file from the PracticeEarnestly account. We haven't yet checked whether this file matches the public source code.UnknownWe couldn't check this yet.
Updates
Updates come from this project's GitHub repositoryThe update address offers this version
Where your data goesOnly contacts services we could identify1 address in 1 group.LowLow concern: normal for plugins that do this job. Listed so you know.
Apps you connect (1)
mineru.net
Where we found it
mineru.netcontent/workflow.js · line 295
const batchResponse = await fetch("https://mineru.net/api/v4/file-urls/batch", {
Powerful capabilitiesStores API keys or passwords, and 1 moreLowLow concern: normal for plugins that do this job. Listed so you know.
Stores API keys or passwordslowLow concern.Works with files on your computerlowLow concern.
Before you installShown, not gradedFacts to help you decide. They don't change the grade.
Works withZotero 7, 8, 9 · not 10, 11 betaDoesn't work with the current Zotero (10)MediumMedium concern: worth reading before you install. One medium finding makes the grade B.
Zotero 7 ✓ worksZotero 8 ✓ worksZotero 9 ✓ worksZotero 10 ✗ doesn't workZotero 11 beta ✗ doesn't work
What you'll needZotero 7, 8, 9Detected automatically from its code
No further detail for this area yet.
MaintenanceActive · last release 28 Aug 20261 contributor
No further detail for this area yet.
LanguagesDocumentation in EnglishInterface language not declared
No further detail for this area yet.
We report what we found in the code. Open any area for the evidence.How we gradeReport a problem

What it does

Description coming soon. We haven't written a summary yet. The line above is the developer's own description; the developer's README is linked above.

What you'll need

Detected automatically
  • Zotero 7, 8, 9Not working with Zotero 10

Where your data goes

We found: only contacts services we could identify. 1 address in 1 group.

Apps you connect (1)
mineru.net
Evidence · file and line
mineru.netcontent/workflow.js · line 295
const batchResponse = await fetch("https://mineru.net/api/v4/file-urls/batch", {

Forks and alternatives

No forks listed.

Plugins for the same job
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  • Zotero 阅读模式沉浸式双语Reading & PDFs · Translation · AI & summariesA+Recommended, tested in Zotero
  • Zotero 标题翻译Reading & PDFs · Translation · Organising & tags · AI & summariesA+Recommended, tested in Zotero

The developer's response

The developer hasn't responded. Developers can reply here, and their reply sits next to our findings.I'm the developer
Install Literature Flow
ARecommended
  1. 1Download the plugin fileDownload v0.2.1.xpi · 1.0 MB
  2. 2In Zotero, open Tools › Plugins
  3. 3Click the gear, choose Install Plugin From File… and pick the file
Step-by-step guide with pictures