DeepAleph / jevreel

A zero-embedding approach to video intelligence, using Jev: contact sheets + typed decisions, as MCP tools and a skill for any coding agent.

NandhaKishorM / laya

Non-autoregressive System 1 decision engine. Typed choice, score and yes/no decisions over any text in a single forward pass, in 100+ languages, with a router that picks the right checkpoint per request.

jaredpalmer / kev

Jev-like family of decision models built on top of Qwen3.5/3.8 you can train and run on your own

mizorewww / laya-mlx

Native MLX runtime for Laya typed decision models — 7–14 ms short decisions on M3 Max. No text generation, PyTorch, or cloud API.

shcherbak-ai / contextgem

Extract structured data and insights from documents using LLMs and decision models

mizorewww / laya-coreml

Local Laya typed decisions on Apple Core ML and Neural Engine. Validated ports, ~5 ms short decisions on M3 Max, reproducible speed and energy benchmarks.

nokia-applied-research / AnyJev

Turn any LLM into a Jev-style decision model: typed decisions, real probabilities, no training. (continue updating, welcome any issue and PR request)

ollaya-dev / ollaya

Run open decision models locally: pull and serve Laya, decider, NLI and GLiClass behind a TypeSafe-compatible API. Ollama for decision models.

receptron / laya

Run Laya, the open-source Jev-compatible System-1 decision model, from Node.js / TypeScript via ONNX Runtime

feder-cr / jev

jevos: an open-source alternative to Jev and Microsoft-Decision-1. Yes/no decisions, choices and scores with probabilities, on your laptop's CPU.

angel291592 / Intent-Router

Intent compiler for AI agents — converges vague requests into typed IntentSpec contracts (probe, ask, or halt before routing), the input layer for routers and typed-decision models like Jev & Laya

logicrw / awesome-jev-projects

Awesome Jev: source-backed open-source ecosystem radar, plain-language project discovery, and automatic GitHub sync

AnotiaWang / awesome-decision-models

A curated list of decision models (System One / typed decision models): hosted APIs, open-weight models, runtimes, SDKs, applications, benchmarks, and papers.

kydlikebtc / awesome-jev

1207 public resources for Jev, TypeSafe AI's System One decision model, indexed by decision pattern. Source citations, dated link checks and scheduled call-site text checks; runtime and performance are not independently tested here. EN/中文, JSON schema and platform compatibility.

FluidInference / FluidUse

Local computer use on Apple silicon: on-device typed decisions with laya and form filling with CUA-S1-FORMS, driven through the macOS Accessibility API

OmniJev / awesome-jev-gallery

🔥🔥 Awesome Jev: open-source models, projects, benchmarks, and independent evaluations for Jev and System One models.

walidboulanouar / awesome-jev-use-cases

Awesome list of TypeSafe AI Jev use cases: 74 demos ranked by likes, 150+ GitHub repos, limits, cost and API examples. CC0

fstandhartinger / jevbench

JevBench by Benchmark Heaven: benchmark and leaderboard for AI decision models, measuring typed decision accuracy, calibration, latency and cost.

Phocinae / Phocinae-Largha-150M-v1

斑海豹 — Phocinae-Largha-150M-v1: a 144.3M bilingual decision model. Tiny model. Big decisions. 小海豹，大决断。

jiwidi / jiwo

Small decision models (jev style) for latency critical scenarios

wdobry / laya-playground

A website, two games, a benchmark and an agent skill for Laya, the open-source decision model. Runs on your machine.

OmniJev / OneJev

🚀🚀 A multimodal System One decision model that gives calibrated answers to typed questions about screens, photos, video and text in one forward pass.

socai-io / jev-social

Open-source, local-first social media research agent for Instagram, TikTok, and LinkedIn. Jev routes read-only steps; socai CLI captures cited browser evidence.

ThinkFlowLab / system1-agents

System 1 decision models (Jev, Laya, Cua-S1) as brain for agents: Browser use, computer use, games and robotics

Promethe-us / awesome-jev

A source-backed Jev / System One knowledge map: projects, papers, evaluations, robotics, and social discovery.

allebee / jevk5

JevK5: open-weight alternative to TypeSafe Jev. Typed decisions with probabilities in one forward pass; Apache-2.0 weights and code.

Shanghua-Gao / RSI-Jev

Typed-decision models (noul / choice / score) trained by a self-improving loop of AI agents — checkpoints, the code that produced them, and every version that failed.

PerryLink / jevcore

TypeSafe Jev for DeepSeek Harness, the Model Context Protocol, and plain Node: typed judgments instead of prose, offline by default.

SimpleJev / JevAny

Open infrastructure for training, evaluating, and deploying System 1 decision models across language and multimodal backbones.

BudEcosystem / Bud-Decision-Studio

Bud Decision studio is an easy to use cross platform desktop application & serving system for Jev like models locally.

marcreichel / laya-php

Classify text in PHP without an LLM bill: typed decisions in 100+ languages, self-hosted. Laravel-ready SDK for Laya, a Jev AI alternative.

1Panel-dev / laya-server

A self-hosted API and web interface for Laya’s structured decision models, compatible with the TypeSafe Jev API format.

kouhxp / gutsy

Local decision model with calibrated probabilities: send a state and yes/no, choice or score questions, get a probability for every option. 0.8B GGUF on CPU, Jev-style API.

YongLD / Multi-UAV-JEV

Camera-observed UAV pursuit in MuJoCo with Jev decisions, RGB/depth HUD, replay and episode collection.

AboveColin / HA-Jev

Ask your house a question, get a number back. Home Assistant integration for TypeSafe Jev: typed answers as sensors, four actions for automations, and a conversation agent for Assist.

iamaamir / system-one

Provider-neutral System One runtime for TypeScript and Pi

BeatAPI / awesome-jev

A source-reviewed gallery of JEV-related projects with 50+ GitHub stars — integrations, tools, open models, experiments, and ecosystem resources. Live gallery: beatapi.io/awesome-jev

apolinario / decision-index

Decision Index: reproduce the Jev decision-model benchmark suite locally or as one HF Job

alanhuangyoo / OpenJev

OpenJev: open-source, local alternative to Jev. System-One decision models: typed questions in, calibrated probabilities out; general decisions and browser-agent steps.

alvarobartt / sys1

Blazing fast, self-hosted structured decisions for open models with a TypeSafe AI compatible API, written in Rust.

lattifai / awesome-EmbeddingGemma

EmbeddingGemma2 resources: local search apps, decision models, inference frameworks, tutorials, and datasets. English / 简体中文.

intikhab49 / open-jev-typed-decision-engine

Open reproduction of TypeSafe Jev: a 150M typed decision engine (noul/choice/score in one non-autoregressive pass, calibrated confidence). 0.697 vs Jev's 0.727, 2.5x better calibrated, 4x faster, free. Trains on a Colab T4 in 30 min.

jlowin / vibecheck

✨✅ The easiest decisions your code will ever make.

akivet / Mica

A 4B decision model: calibrated probabilities for yes/no, choice and score questions over long inputs.

nace-ai / drex-decision-models

Open Drex decision models: runtime, docs and model pages

PsiACE / dohnuts

Dohnuts builds small multimodal models for direct decisions. -> System One model

manjunathshiva / opendecider

Open, calibrated System 1 decision models: typed choice / score / yes-no answers with a probability for every option. 400M to 80B; CPU, NVIDIA, Apple Silicon, LM Studio, Ollama and vLLM.

everyinfra / jev-radar

📡 The most rigorously verified tracker of the Jev (TypeSafe AI System One) ecosystem — 1170 confidence-graded entries (A505·B665) · daily scan, last 2026-10-17 · bilingual EN/中文 · API access guide

yzfly / edgejev

离线可用的本地类型化决策：4 核 CPU 单题 15.6ms。Local & offline Jev / System One inference on CPU — ONNX + INT8, no torch at runtime. 支持 laya / kev / PlayJev

AskTheWay / dsh-jev-interceptor

⚡ Millisecond System-1 judgement for every tool call in DeepSeek Harness — Jev-powered risk classification & evidence-gated auto-approval. Fail-closed by construction. dsh 生态第一个 System-1 决策插件

Li-Evan / awesome-jev

The most complete gallery of what people build with Jev, TypeSafe's System One model: 3,400+ projects, demos, and write-ups by scenario, each with its original link, image, and description.

ankit-aglawe / tinyjev

A tiny jev-like model that answers Choice, Score and Noul questions in one forward pass and returns calibrated probabilities. MLX or PyTorch, fully offline, System One compatible.