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.

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)

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

strands-labs / strands-decider

A small, fast decision model, or system one model, for agentic workflows. Pick between options or rate on a scale faster than an LLM, with a calibrated confidence on every decision.

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.

AbdelStark / awesome-typesafe-jev

Awesome Jev: a source-backed field guide to TypeSafe's System One model, with SDKs, live demos, agent tools, and independent evaluations.

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.

cobanov / awesome-jev

A curated, source-backed list of projects built with Jev, TypeSafe AI's System One model for typed decisions.

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

typesafe-ai / system-one-adapter-python

Drop-in TypeSafeClient replacement backed by LLM APIs

wh000wh000 / awesome-jev-live

Awesome Jev — evidence-graded index of TypeSafe System One: SDKs, MCP tools, agents, apps and open models. 20 languages, rebuilt every 2 hours.

itsmostafa / system-one-connector

System One MCP connector to evaluate anything fast and cheap. Give your AI agent direct access to models like: Jev, D1, CLM and Laya

Heman10x-NGU / openJev-verdict-2.0

Calibrated 151M Non-Autoregressive Decision Engine beating TypeSafe Jev & Laya on LocalLLaMA/typed-decisions (77.10% acc, 0.0636 Brier, 0.0144 ECE)

libingzheren / Jev-Mem

Jev-Mem: System-One Controlled Agentic Memory

hellogumbo / awesome-jev

A community directory of projects built on Jev, TypeSafe AI's System One model.

HarnessRouter / SystemOneHarness

The System One harness for System One models. Run Jev and other System One models locally or directly on HarnessRouter.ai.

valentynkit / awesome-jev-typesafe

Typed decisions with TypeSafe's Jev, the first System One model

kraayenjon / awesome-jev

A curated list of Jev use cases, projects, SDKs, and resources. Jev is TypeSafe AI's System One model for fast, typed decisions in software — Choice, Score, and Noul with calibrated probabilities.

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.

aaddrick / building-with-typesafe-jev

Unofficial skill that teaches coding agents to build with TypeSafe AI's Jev: typed decisions, calibrated confidence, and prior art from 150+ community projects.

cobusgreyling / Jev

Unofficial TypeSafe Jev showcase — System One decisions, not chat.

peterfriese / system-one-foundation-models

A lightweight, native Swift 6 bridge integrating TypeSafe AI's Jev System One decision model into Apple's Foundation Models framework.

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.

BudEcosystem / Bud-Decision-Studio

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

AppitStudio / awesome-jev

Curated Jev resources and runnable examples for typed AI decisions.

yzfly / awesome-jev-zh

Jev / TypeSafe System One 中文精选列表：官方资料、SDK、爆款应用、Agent 工具、开源复现与独立评测，附中文上手指南，每日自动收录 GitHub 热门项目。

iamaamir / system-one

Provider-neutral System One runtime for TypeScript and Pi

HITsz-TMG / JevEmbed

Meet JevEmbed — turn embeddings into decisions. Choose, score, and judge with your choice of embedding model.

bladedevoff / stuntd

Local proxy that learns your app's typed LLM decisions and answers them with a Laya head. Jev and OpenAI compatible.

ikermoel / open-alternative-jev

Open-source alternative to TypeSafe's Jev: a System One style model layer that gives typed, calibrated decisions from any open-weights LLM in one forward pass (HF + vLLM), with honest benchmarks

TheoOliveira / pi-jev

Semantic tool routing and typed System One decisions for the Pi coding agent using TypeSafe Jev

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.

OmniJev / PlayJev

🚀🚀 A 0.8B JEV-like multimodal model playing GUI games directly from raw pixels.

snellingio / system-one

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FrancoisChastel / jev-code

Jev, TypeSafe's System One classifier, as a tool inside Claude Code, Codex, Pi, and OpenCode: typed classify, check, score, rank, and ask, plus one-command setup.

mithalouni / system-one-open

Open replica of TypeSafe's Jev: typed calibrated decisions in one forward pass, on Gemma 4 E2B / Gemma 3 270M (Modal)

sgoedecke / system-one

Batched single-token choice inference for open language models, compatible with TypeSafe

cmpnd-ai / dspy-system-one-agent-patterns

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hotchpotch / bekko-system-one

Small System One decision models (17M–400M) for Yes/No, Choice, Score, and reranking. Training toolkit, Python inference, and ONNX support for Node.js and browsers.

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.

lukstei / slop-grader

Jev-powered, rule-based grader for text files. Runs every rule against every line in parallel. No skimming, no missed lines.

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

Eliot5566 / JEV-Paper-Radar

Let Jev read every new arXiv paper each morning and surface the few you should read. Plain-English interests, calibrated probabilities, ~$0.06/day, fork and go.

TypeSafeAI / jev-harness

A custom coding harness for TypeSafe AI's Jev: an LLM proposes, Jev answers narrow questions, code decides, every step leaves a receipt.

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.

Jev-Engineering / cookbook

Sixty notebook recipes for typed decisions with Jev: Choice, Noul and Score patterns from a first classification to closed-loop control