User repository on GitHub
- Forks
- 1
- Last pushed
- Updated Oct 2026
Repo stats from the GitHub API, cached Oct 2026.
CommunityJev Tools & CLIs
Tiab Review Plugin
A Chrome extension that runs title and abstract screening for systematic reviews inside a shared Google Sheets project, with Jev offered beside Gemini and OpenRouter as the judging model.
- Stars
- 2
- Language
- TypeScript
- License
- MIT
- Published by
- Community
- Author
- youkiti
- Last verified
- Oct 2026
Works forJev for Classification
Used inJev for Software & DevTools
- Languages
- TypeScript
Highlights
- Screening lives in a Google Sheets project, with a screening_set column holding calibration and per-group assignment so reviewers only see their own set.
- Jev is offered alongside Gemini and OpenRouter models, selectable from a side-panel API-key card, with keys entered there rather than baked into the build.
- Shared spreadsheets are reached through Google Picker under the least-privilege drive scope, so the extension only touches files a user explicitly selects.
- A CLI can create the project, import RIS records and invite reviewers in one command, with a dry-run mode for checking the interpretation first.
Watch out
Setup is heavy for a screening tool: Node 22, the Google Cloud CLI, a cloud project with Sheets, Drive and Picker APIs enabled, a Picker key restricted to the Pages referrer, and two registered redirect URIs with trailing slashes for the store and dev extension IDs. The OAuth client must be created as a web application rather than a Chrome extension, because authorization goes through launchWebAuthFlow, and a production build fails outright if the client id is unset. Jev is one backend among several, and the README states it returns no reasoning text, only per-criterion match probabilities, which makes it unusable for optimizing criteria. The Gemini, OpenRouter and TypeSafe environment variables are for experimental CLI scripts, not the extension build. Batch AI judging is capped at 1,000 records at a time. Copy reviewed against the repository README on 2026-10-04, not from running it.
Questions about this entry
Short answers drawn from the linked project or page.
Not on its own, since Jev is one of several selectable backends, alongside Gemini and OpenRouter models including large Qwen and DeepSeek variants. Each key is pasted into its own card in the side panel and saved there. The tradeoff the README spells out is that Jev gives you per-criterion element match probabilities and no reasoning text, so you cannot use it to tune or optimize your criteria.
Entirely Google. Shared spreadsheets live in Sheets, RIS records are imported into a project sheet, and access is granted through Google Picker under the least-privilege drive scope, so a reviewer picks the file once and consents. The extension only sees files a user explicitly selects, which is the main privacy argument for the design.
The Google Cloud setup. You need to enable Sheets, Drive and Picker, issue a Picker key whose HTTP referrer is restricted to the Pages origin and whose API restriction covers only Picker, then create an OAuth client as a web application and register two redirect URIs for the store and dev extension ids. Miss the trailing slash or the client type and launchWebAuthFlow simply will not complete.
Yes. The create-project script handles spreadsheet creation, RIS import and reviewer invitations in one command, which suits the case where the person commissioning the judgments generates the RIS file by script. Run it with a dry-run flag first to check how it interprets the records without connecting to Google at all.
Batch AI judging is capped at 1,000 records at a time, and the AI tab lets you narrow which references the batch run covers before you start it.
You can pick jev-1.13.0 from the side panel's API-key card. Through OpenRouter, typesafe/jev-1.13 was listed at $0.042 per million input tokens with free output as of 2026-09-18, and Jev returns no reasoning text, only per-criterion match probabilities.
Node.js 22 (with npm 10 or newer) plus the Google Cloud CLI for OAuth. Tests run on node:test with node:assert/strict, and the quality gate is npm run typecheck, lint, test and check:structure, with lint caching under .tmp/eslint.
More Jev resources like this
38GitHub stars
Research dashboard for Polymarket BTC five-minute Up/Down rounds that feeds market state to Jev class scores and paper-trades the edge.
Jev Tools & CLIs#community#jevbest#catalog-import
38GitHub stars
Python memory filter that judges every stored memory against the current request with one calibrated yes/no per memory in a single Jev request, keeping everything above a threshold.
Jev Tools & CLIs#community#jevbest#catalog-import
Community
samdotmak/jev-recallTypeScript
samdotmak/jev-recallTypeScript30GitHub stars
Browser extension that filters your X timeline with a model you choose and pay for, using plain-language rules plus per-author and blocked-word controls.
Jev Tools & CLIs#community#jevbest#catalog-import
Community
tshmieldev/sharpTypeScript
tshmieldev/sharpTypeScript27GitHub stars
Pi extension that replaces many small tool calls with one typed TypeScript execute_tools call, type-checked before running in a sandbox.
Jev Tools & CLIs#community#jevbest#catalog-import
Community
boozedog/pi-codemodeTypeScript
boozedog/pi-codemodeTypeScript17GitHub stars
Pi extension that trims wasted context before each model call by deduplicating repeated tool results, stripping failed payload args, and letting the model summarize closed spans.
Jev Tools & CLIs#community#jevbest#catalog-import
Community
Davidcreador/pi-dcpTypeScript
Davidcreador/pi-dcpTypeScript18GitHub stars
Turkish Next.js app that classifies transcript passages with Jev instead of rewriting them, finding chapters, heatmap moments, claim types and topic matches while showing original wording.
Jev Tools & CLIs#community#jevbest#catalog-import
Community
sensahin/transcript-lensTypeScript
sensahin/transcript-lensTypeScriptFrom the Jev guides
Original write-ups on what this entry is for.
The request shape barely changes across surfaces; the surrounding contract does. When to call the API directly and when a gateway, a Worker binding, or a router entry earns its extra hop.
Jev Tools & CLIs#gateway#vercel#cloudflare
Read article
Taking a decision checkpoint out of Python: what the GGUF and browser WebGPU exports preserve, what they change, and the parity evidence the model cards publish.
Jev Tools & CLIs#open-models#local#onnx
Read article
Jev labels a record that already exists. Code moves, flags, or holds it. How the document, mail, and transfer tools keep the action out of the model.
Jev Tools & CLIs#classification#email#security
Read article
From the Jev community
Posts from builders shipping with Jev right now.