Jev for Browser

61 curated Jev resources. Drives or runs in a web browser.

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All 61 Jev resources for Browser

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Showing 1–48 of 61 resources

A browser WebGPU export of Julia 1: the same 551 MB decision checkpoint, a Rust WASM tokenizer, and a JavaScript API that answers typed questions client-side with no server or key.

Jev Models & Reimplementations#community#open-models#local

Community

OpenDecider Nano

A 400M-parameter Jev-compatible decision model with a browser build: 0.796 on typed decisions against Laya's 0.766, 17 ms per question on an L40S, and an ONNX file that runs in a tab.

Jev Models & Reimplementations#community#open-models#local

Community

Cua-S1 Forms

A 706,048-parameter form-filling scorer from Cua AI: given a UI element and candidate options it returns one probability per option, including check, click, and skip actions.

Jev Models & Reimplementations#community#open-models#local

Community

Laya Demo

The official Laya playground: eight tabs that show choice, score, and noul decisions on ticket triage, phishing, guardrails, RAG filtering, moderation, routing, and multilingual text.

Jev Demos & ExperimentsPlayground#community#open-models#playground

Community

Julia-1 Decision Demo

A ZeroGPU demo of Julia 1: define a state and any set of choice, score, and noul questions and see per-option probabilities rendered as bars and raw JSON.

Jev Demos & ExperimentsPlayground#community#open-models#playground

Community

Typed Decision Leaderboard

An independent 2,018-item answer-verifier benchmark: the same items and labels for every entrant, each run on its own maker's code, with Jev, ZTC-Judge, Darwin, and open models ranked by weighted AUC.

Jev Benchmarks & EvaluationsPlayground#community#evaluation#benchmarks

Community

S1MB Leaderboard

The System One Mosaic Benchmark leaderboard: about 100 decision models compared across 100+ specialized tasks, with results regenerated from a public dataset rather than estimated.

Jev Benchmarks & EvaluationsPlayground#community#evaluation#benchmarks

Community

WaterSheep

Apache-2.0 ModernBERT fine-tune that answers noul, choice, score and multi-label questions with a probability for every option. It serves Jev's POST /v1/systemone locally so TypeSafe's Python SDK runs unchanged, reporting 0.026 expected calibration error on its test split.

Jev Models & Reimplementations#community#calibration#modernbert

Community

SamratDuttaOfficial/WaterSheepPython

WorldMonitor

88.2k

Real-time geopolitical intelligence dashboard that uses TypeSafe Jev questions to score news headline severity into five threat levels and categorize events across 14 conflict, cyber and infrastructure domains, alongside news aggregation and a Country Instability Index.

Jev Integrations & Adapters#community#osint#geopolitics

Community

koala73/worldmonitorTypeScript

Visual-Jev

A Jev-style typed-decision baseline built on the frozen Qwen3.5-4B checkpoint that accepts a local image path directly, letting the vision-language model score declared options without generating text. Ships scoring modes, a WebGPU browser demo and benchmark results measured on an RTX 3090.

Jev Models & Reimplementations#community#multimodal#open-models

Community

jiangxiluning/Visual-JevPython

WebJev

Apache-2.0 decision models for browser agents: a Qwen3.5-35B-A3B fine-tune that answers jev-ultrafast's per-step operation and target-element Choice questions in one forward pass behind a Jev-compatible /v1/systemone API. Includes training code, a serving stack and a 125-task real-website evaluation.

Jev Models & Reimplementations#community#browser#open-weights

Community

lexmount/WebJevPython

Talk to Jev

A chatbot with no language model: every word is picked from roughly 4,700 options by Jev Choice questions, with confidence-driven lookahead, beam search across sentence directions and a self-critique loop that rewrites weak sentences. Code for the paper and the live demo at talktojev.com.

Jev Demos & Experiments#community#chatbot#research

Community

xucian/talktojevPython

Gutsy

An Apache-2.0 0.8B decision model that returns calibrated probabilities for yes/no, choice and score questions on CPU. Distributed as GGUF for llama.cpp and served behind a Jev-style /v1/systemone API, so existing Jev clients mostly need only a new base URL.

Jev Models & Reimplementations#community#gguf#local-inference

Community

kouhxp/gutsyHTML

jev-table-import-mapper

A dependency-free JavaScript library that maps uploaded CSV columns onto your destination schema: a strict normalized-name pass first, then one Jev boolean per remaining source-destination pair plus a guard question per column, leaving uncertain fields visible instead of guessed.

Jev Tools & CLIs#community#csv#data-import

Community

DuvInc/jev-table-import-mapperJavaScript

Jev Slop Guard

A bring-your-own-key Chrome extension that asks Jev one slop/not_slop Choice per X or LinkedIn post as it scrolls into view, then blurs and stamps anything at or above a configurable threshold. Scrolling never blocks, and each post is scored once from a local cache.

Jev Tools & CLIs#community#chrome-extension#moderation

Community

davertor/jev-slop-guardJavaScript

Jev Torneo de Animales

A local winner-stays-on tournament where up to 2,569 animals fight one on one and every fight is one Jev Choice between two names under arena rules held in state. A measured 1,999-fight run took about 16 seconds, 64 API calls and roughly US$0.01.

Jev Demos & Experiments#community#game#tournament

Community

hectorlcastro09/jev-torneo-animalesHTML

Jev AI Detector

A lightweight Chrome extension that scores selected webpage text for how strongly it resembles AI-generated writing, using Jev inline in the browser after a right-click or Cmd/Ctrl+Shift+Y. It aims to give readers an uncertainty-aware signal without interrupting reading.

Jev Tools & CLIs#community#chrome-extension#ai-detection

Community

igloomatics/jev-ai-detectorJavaScript

LinkScout

A browser extension plus Cloudflare Worker that scores search results before you click: Jev answers six questions per page (relevance, depth, SEO filler, sales page, page type, key passage) and code combines them into a 0-100 badge that re-ranks Google, Bing, DuckDuckGo and 104.com.tw.

Jev Tools & CLIs#community#browser-extension#search

Community

ianTPE/linkscoutJavaScript

FastJev

Self-hosted Python SDK and System One-compatible API for runtime-defined Choice, Boolean and Score decisions on pinned open models, across Torch, vLLM, MLX, llama.cpp and WebGPU. Each result records probabilities, token usage, timing, model revision and prompt version, with committed row-level benchmarks.

Jev Repos & SDKs#community#sdk#self-hosted

Community

chengyongru/fastjevPython

Jev RAG

Local-first knowledge search with seven selectable pipelines: BM25 plus Jev reranking is the default vector-free path, plus agentic, embedding-hybrid, taxonomy, gate and line-search modes. Reranks up to 30 candidates in one batched set of Jev Noul relevance questions and streams cited answers from a configurable model.

Jev Integrations & Adapters#community#rag#retrieval

Community

aifabrice/jev-ragPython

IntentSQL

Alpha playground that answers plain-English questions over SQLite by composing small Jev decisions -- table, column, comparison and operand selection -- into inspectable typed plans, deterministic SQL and previewed guarded writes. Bundles Cyberchase, DESE and Moneyball databases.

Jev Integrations & Adapters#community#sqlite#text-to-sql

Community

Amine-LG/IntentSQLPython

Rot Guard

MIT-licensed Chrome extension that asks Jev whether the page, video or post you are on serves your written goals -- a category Choice, a goals Noul and a 0-4 waste-of-time Score -- then blocks or blurs in code, tightening thresholds at 2, 10 and 20 minutes of engaged time.

Jev Integrations & Adapters#community#chrome-extension#digital-wellbeing

Community

plusminushalf/rot-guardJavaScript

S1MB

System One Mosaic Benchmark: a Python evaluator and Next.js viewer comparing Jev and open decision models across 137 English Choice, Noul and Score benchmarks from 106 dataset subsets, with recorded evaluation conditions and a public Hugging Face leaderboard.

Jev Benchmarks & Evaluations#community#benchmark#leaderboard

Community

hotchpotch/S1MBPython

THE HUNDRED EYES

Interactive media artwork where one post meets 100 fictional observers: for each observer the app asks Jev one Choice plus four Score questions (500 questions total), animates the eyes in Three.js and later exposes the full distribution of reactions in a post-analytics view.

Jev Demos & Experiments#community#interactive-art#threejs

Community

mintannn/THE-HUNDRED-EYESTypeScript

Cline Plugins

Cline's official curated plugin collection for its CLI and extensions. Includes jev-browser, which executes browser goals with Jev through Vercel AI Gateway plus screenshots and isolated Chromium sessions; plugins install by directory slug, e.g. cline plugin install jev-browser.

Jev Tools & CLIs#community#cline#plugins

Community

cline/pluginsTypeScript

Sim

29.8k

Open-source workspace with 29,796 stars for building, deploying and monitoring AI agents and workflows -- visual builder, chat, tables, files and knowledge -- featuring native TypeSafe System One evaluation and decision provider integration.

Jev Integrations & Adapters#community#agents#workflow-automation

Community

simstudioai/simTypeScript

Jev Resume Screening

Reproducible recruiting cookbook that screens one resume against a job description in a single parallel Jev request of five Noul evidence gates, four Score dimensions and one background-routing Choice, with criteria iterated v1 to v3 against positive, negative and trap resumes.

Jev Cookbooks#community#recruiting#resume-screening

Community

nanami-0713/jev-resume-screeningJavaScript

Public Browser

MCP server that lets Claude Code, Cursor and other clients drive Chrome over the DevTools Protocol, exposing an accessibility-tree menu of stable refs. Its example Jev loop has Jev pick browser actions from that menu, and the README reports about a third fewer tokens and a quarter fewer tool calls in a blind benchmark.

Jev Agents & MCP#community#mcp#browser-automation

Community

Silbercue/public-browserTypeScript

Jev-IOT

React dashboard and simulator for a 10-million smart-meter fleet that triages telemetry through a deterministic edge pre-filter and then Jev Choice, Score and probability primitives, triggering SIM quarantine, work orders or RF fixes at about $33 per month in its own model.

Jev Demos & Experiments#community#iot#simulation

Community

pjmenon45/Jev-IOTTypeScript

Vibefilter

Filament plugin that filters admin table rows by a plain-English statement: each row gets a Jev Noul probability that the statement is true, and rows at or above the threshold stay. Scores are cached by content, so reruns of the same statement are instant and free.

Jev Integrations & Adapters#community#laravel#filament

Community

vibefilter/filamentPHP

JevPilot Reflex

Three.js autonomous-driving simulator that splits work between a System 2 slow planner and a Jev-style System 1 reflex loop at 60 Hz, with a safety brake that overrides the planner and applies full braking when time-to-collision drops below threshold.

Jev Demos & Experiments#community#threejs#simulation

Community

manhua-man/jev-pilot-reflexJavaScript

AutoJev

130

An open recipe for a 27B multimodal decision model trained with full-weight SFT on 73,000 examples over one H200, serving choice, noul and score on /v1/systemone with per-checkpoint provenance and released calibration plots.

Jev Models & Reimplementations#community#calibration#qwen

Community

denis-pplx/autojevPython

System-One Control Bench

A benchmark that steers decision models through 100 key-and-door grid puzzles with one Jev Choice per move, scored against an exact BFS solver; it found Jev picks an optimal move about 90% of the time yet finishes only 57 of 100 games.

Jev Benchmarks & Evaluations#community#benchmark#gridworld

Community

Exemocaro/System-One-Control-BenchPython

jev-plays

A Craftax (Crafter) survival harness where deterministic code lists every feasible action with its facts and Jev picks one Choice per step, optionally guided by an LLM-written objective and standing rules; three-seed ablations are included.

Jev Demos & Experiments#community#craftax#games

Community

mansicer/jev-playsPython

jev4pg

224

A Jev harness for PostgreSQL: 41 semantic operators plus a native Rust extension evaluate row-level predicates with Noul questions and keep the returned probabilities for explicit decision thresholds, leaving joins and aggregation to SQL.

Jev Integrations & Adapters#community#postgresql#nl2sql

Community

Sheltercosmo/jev4pgPython

Understanding Jev

A bilingual Chinese/English single-page deep dive into Jev: one-step decision mechanics, local measurements, failure modes and production boundaries, published at jev.kuhung.me alongside an interactive micro-decision demo.

Jev Guides & Articles#community#chinese#deep-dive

Community

kuhung/understanding-jevHTML

BrowserClaw

Chrome MV3 extension plus a local MCP server exposing 50 browser tools; its chrome_act_toward_goal micro-loop uses TypeSafe Jev System One or a local decider to pick the next action on an 85%+ pruned, Shadow-DOM-pierced DOM tree, dispatching trusted CDP events in logged-in Chrome without stealing focus.

Jev Agents & MCP#community#mcp#browser-automation

Community

GoldenLoaf24h/browserpawTypeScript

Bekko System One

Independent training toolkit and open weights for System One decision models in the same category as Jev: 17M, 68M, and 400M models answering Choice, Noul, Score, and reranking questions, with Python and ONNX inference and a documented generalization gap to Jev 1.13 on the project's S1MB benchmark.

Jev Models & Reimplementations#community#decision-models#onnx

Community

hotchpotch/bekko-system-onePython

Decision Models Showdown

Two runnable demo apps that send identical typed questions to OpenAI Decisions (gpt-6-luna) and TypeSafe Jev (jev-latest) in parallel: a support ticket router over 20 labelled tickets and a cloud alert triage over 15 labelled alerts, with thresholds in plain Python making the final calls.

Jev Demos & Experiments#community#comparison#fastapi

Community

ivipinmishra/decision-models-showdownPython

jev-goal-reflex

Three.js simulation where an OpenAI model turns each plain-language instruction into a plan and Jev makes every reflex decision: two Score questions for move and turn plus one Noul for jump, with code acting only past a 0.33 dead zone and sending no Jev request while no step is active.

Jev Demos & Experiments#community#threejs#simulation

Community

blakeandrewwood/jev-goal-reflexTypeScript

SiYuan

46.7k

Privacy-first, self-hosted personal knowledge management system with block-level references and a local-first Markdown editor; the project integrates Jev's decision model for high-speed document classification, flashcard intent categorization and automated tag routing.

Jev Integrations & Adapters#community#note-taking#knowledge-base

Community

siyuan-note/siyuanTypeScript

SAP S/4HANA Procurement Fraud

Proof of concept that flags suspicious purchase orders in SAP S/4HANA: ABAP computes risk indicators, a Fiori Elements app sends seven typed questions to Jev via OpenRouter, and ABAP applies thresholds to rate each order. Runs in shadow mode only.

Jev Integrations & Adapters#community#sap#fraud-detection

Community

seccoit/sap-s4-antifraude-jevJavaScript

Pacman AI Race

Browser Pac-Man race where a deterministic three-junction simulation filters fatal routes, then Jev makes one typed Choice among the surviving route IDs while the server rejects any answer outside the supplied set. Self-hosted Laya runs the same contract for comparison.

Jev Demos & Experiments#community#gaming#simulation

Community

MaryNfs/pacman-ai-raceJavaScript

Tab Sorter

Chrome MV3 extension that groups every tab in a window into named, colored groups from one parallel Jev call - one Choice question per tab against user-edited criteria, with a fixed fallback bucket, manual groups untouched, and the original tab order restored on ungroup.

Jev Tools & CLIs#community#chrome-extension#tab-management

Community

AstonyCat/jev-tab-grouperJavaScript

FlightBench

Fixed-wing landing simulator where a human can compete against Jev: four Jev Choice decisions map to aileron, elevator, rudder and throttle commands in JSBSim, run in real time. The benchmark also compares Jev, classical controllers and Codex models on landing score and API cost.

Jev Demos & Experiments#community#simulation#aviation

Community

AlperKartkaya/FlightBenchPython

enigma-jev

A browser Enigma I you can type on, plus live Bletchley-style breaking where Jev ranks cribs and judges plaintext, with research pages and CLI backtests.

Jev Demos & ExperimentsPlayground#community#playground#evaluation

Community

agodoy21/enigma-jevTypeScript

Odyssey

A cinematic lunar expedition in the browser where Jev acts as flight director while telemetry, launch, and orbit scenes play out.

Jev Demos & ExperimentsPlayground#community#playground#games

Community

WORKLAUDE learn

A spoken-language learning experience where video scenes branch on TypeSafe Jev decisions instead of multiple-choice clicks.

Jev Demos & ExperimentsPlayground#community#playground#agents

Community

Related platforms

Platforms that overlap with Browser.

Jev articles

Original guides that go deeper on Jev browser.

All Jev articles

Exporting Decision Models: GGUF, ONNX, and Device Runtimes

Oct 10, 2026

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

Choosing an Open Decision Model

Oct 10, 2026

Interface, size, license, claims — in that order. A selection guide across the system-one catalog, from a 706K form scorer to 27B Jev students.

Jev Practices & Patterns#open-models#evaluation#benchmarks

Read article

What Is Actually on Hugging Face

Oct 8, 2026

Hundreds of repositories carry the system-one tag, but the ecosystem is a dozen ideas in different sizes. A tour of the families, the licenses, and what a download does not include.

Jev Models & Reimplementations#open-models#hugging-face#local

Read article

Watch: Jev in action

Video walkthroughs and demos from the community.

YouTube: AICodeKing tests support routing, refund detection, prompt-injection resistance, and browser automation.

YouTube: Retriever AI tests Jev on real browser tasks: where it worked, where it struggled, and what comes next.

YouTube: One terminal, three subscriptions, and Jev picking the model for Claude Code, Codex, and Cursor.

Discussions about Jev

Threads from Reddit and Hacker News about building with Jev.

Hacker News: Decision Index 0.2.1 scores open reproductions of Jev on a frozen suite.

jackbravo4 pointsDecision Index 0.2.1 – 70 open reproductions of TypeSafe Jev's Decision ModelRead the thread on Hacker News

Hacker News: Software Bombe and live Enigma demo where Jev ranks cribs and judges plaintext.

ag_212 pointsShow HN: Jev as the Bletchley Park Analyst: A Software Bombe on EnigmaRead the thread on Hacker News

Hacker News: Show HN for the decide CLI: brew install, file context, and multi-question shell scripts.

vsekhar2 pointsShow HN: Decide – Jev decisions in the shell, scripts, and agent skillsRead the thread on Hacker News

Hacker News: Pipeable onesie CLI with shell-safety exit codes and a calibrate mode over labelled commands.

frodikarlsson3 pointsShow HN: onesie – An expressive Unix-pipeable CLI for System One models like JevRead the thread on Hacker News

From the Jev community

Posts from builders shipping with Jev right now.

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