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laya

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.

Python
Forks 1867
Stars 21833
fast-jev-compaction

tamaratran/fast-jev-compaction

Claude Code plugin that replaces the compaction summary with Jev decisions: every tool call and result is scored in one fast request, stale ones are dropped or truncated, everything kept stays verbatim.

TypeScript
Forks 389
Stars 6656
ZCode

zai-org/ZCode

Z.ai's coding agent harness. Powerful, intelligent, extensible.

TypeScript
Forks 1987
Stars 6652
kev

jaredpalmer/kev

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

Python
Forks 355
Stars 6506
laya-mlx

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.

Python
Forks 466
Stars 6117
jev-chat-jarvis

jev-chat/jev-chat-jarvis

装在手机上的对话副驾:在微信 / QQ / X / 飞书里读懂对方、给出候选回复、一键填入输入框,发不发由你。非侵入,只读屏幕,不 hook 不改包。

Kotlin
Forks 1057
Stars 5571
NanoJev

TianyuCodings/NanoJev

A nano replica of Jev: parallel decisions, dynamic candidates, and an end-to-end training pipeline.

Python
Forks 232
Stars 2161
unreal-agent

unreallabsai/unreal-agent

Async-first agent harness

Go
Forks 91
Stars 1828
nimble

bespokelabsai/nimble

Local typed decisions, contrastive data curation, and model evaluation.

Python
Forks 129
Stars 1714
awesome-jev

yibie/awesome-jev

A curated list of public projects, integrations, and discussions built on Jev — TypeSafe AI's System One model for typed decisions.

Python
Forks 223
Stars 1566
open-glean

hydra-db/open-glean

An open-source AI platform for knowledge work. Connect your apps, find answers, and get work done.

TypeScript
Forks 512
Stars 1511
laya-coreml

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.

Python
Forks 119
Stars 1404
apk-reverse

newliver666/apk-reverse

Suitable for Android APK reverse engineering analysis

Python
Forks 369
Stars 1389
Search

driceroland/Search

A small, fast WebKit browser for macOS, by Office Commun.

Swift
Forks 94
Stars 952
AirCard-Windows

Lumid-Off/AirCard-Windows

Rust
Forks 64
Stars 824
awesome-jev

heyjunpenn/awesome-jev

A verified, community-maintained catalog of 896 open-source projects built with Jev.

Astro
Forks 55
Stars 788
deepopen

deepopen-com/deepopen

非自回归System 1决策引擎,专为结构化类型决策场景设计 DeepOpen Multilingual, non-autoregressive System 1 decision engine.

Python
Forks 81
Stars 757
localjev

githubnext/localjev

TypeScript
Forks 47
Stars 746
claude-opus-5-5-demo

riba2534/claude-opus-5-5-demo

claude-opus-5-5-demo

JavaScript
Forks 109
Stars 742
mini-AGI

volotat/mini-AGI

Continual learning model trained from scratch on 8GB VRAM laptop with batch-1 stream of data.

Python
Forks 107
Stars 734
hermes-jev-skills

kerpopule/hermes-jev-skills

Jev-powered model routing, memory, compaction, skill selection, computer and browser use for Hermes agents (also Claude Code and Codex)

Python
Forks 65
Stars 732
splash

incoai/splash

A local inference engine for Apple silicon, built around the model.

Python
Forks 70
Stars 719
awesome-jev-tools

v-modal/awesome-jev-tools

A curated list of tools built for Jev — TypeSafe AI's System One model for typed decisions.

Forks 27
Stars 703
AirCard-iOS

Mak5er/AirCard-iOS

Apple Wallet card skins and lock screen passcode themes on iOS 27.

Swift
Forks 57
Stars 666
ai-engineering-interview-questions-company-wise

pallavi-shekhar/ai-engineering-interview-questions-company-wise

Your Cheat Sheet For AI Engineering Interviews at Top AI Companies - Questions and Answers.

Markdown
Forks 43
Stars 645
astra-flash-orchestrator

ethanplusai/astra-flash-orchestrator

Astra plans and reviews; DeepSeek Flash builds. A native Codex workflow with phased tasks, verification, safe installation and reversible setup.

Python
Forks 54
Stars 639
WeChatBridge

freestylefly/WeChatBridge

微信聊天记录一键转发到 AI Agent 与 Obsidian 的原生 macOS 工具

Swift
Forks 256
Stars 635
kryvora-node

kryvora-network/kryvora-node

Reference client daemon and verification worker for Kryvora Network nodes.

Go
Forks 17
Stars 623
ccodex-sleep-state

gylive/ccodex-sleep-state

尝试改善 Codex 降智、限流与连接体验。本地一键启动、网页配置修复,支持 Astra / Sol / Terra、订阅和代理;不保证取得指定 state 或提升模型质量。

Go
Forks 152
Stars 614
von

wfzyx/von

The open-source System One decision model. Sub-15ms, non-autoregressive, local drop-in alternative to TypeSafe Jev.

Python
Forks 46
Stars 611
gpt_sub_analysis

yynxxxxx/gpt_sub_analysis

Security analysis of the ChatGPT iOS subscription / entitlement flow (internal draft, coordinated disclosure WIP)

Forks 314
Stars 603
Jev-cu

Sac-Y/Jev-cu

JavaScript
Forks 60
Stars 593
how-to-live-better

cdyforever/how-to-live-better

《高性价比人生指南》全书 528 条的在线单页阅读版:手机可读、可搜索、零依赖、支持离线

HTML
Forks 30
Stars 583
wp2shell-PoC

arvindear/wp2shell-PoC

CVE-2026-63030 & CVE-2026-60137 RCE chain proof-of-concept

Python
Forks 53
Stars 564
foreman

thruwire/foreman

Software factory foreman based on TypeSafe's Jev model

Python
Forks 40
Stars 540
minecraft-agent

rmalde/minecraft-agent

Astra planner and JEV controller for Minecraft, with native recording, tested routes, and run verification.

JavaScript
Forks 52
Stars 538
OrcaBonsai-27B-Uncensored

Continuum-AI-Corp/OrcaBonsai-27B-Uncensored

Runtime behavioral ablation for compressed LLMs. First target: Ternary Bonsai 2 27B — no weight modification or re-quantization. by OrcaRouter team

Python
Forks 62
Stars 533
CometixCode

Haleclipse/CometixCode

An unofficial Rust reimplementation of Anthropic's Claude Code terminal UI, built on iocraft

Rust
Forks 31
Stars 528
grokbot-field-notes

unicodef1wn/grokbot-field-notes

Rules, playbooks, bot roles and a failure log from the xAI Grok Bot team's 72-hour live build. Drop AGENTS.md into your repo and go.

Python
Forks 71
Stars 528
djev-run

taeold/djev-run

HTML
Forks 31
Stars 510
PDoomVideo

JohnHeibel/PDoomVideo

Source code for the Claude Opus 5.5 music video for I'm Upping My P(doom)

JavaScript
Forks 44
Stars 509
simple-jev

featherless-ai/simple-jev

Turn any open model into a classifier/jev endpoint

Python
Forks 58
Stars 508
jev-chat-windows

jev-chat/jev-chat-windows

微信(Windows 4.x)旁挂的回复辅助:窗口截图 + 本地离线 OCR 读对方消息 → Jev 判断意图 → 3 条候选一键填入,发送永远手动

Python
Forks 110
Stars 507
awesome-typesafe-jev

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.

HTML
Forks 113
Stars 504
shapeshift

anishfn/shapeshift

An input that becomes what you mean: one text box that morphs into the right UI as you type. Powered by TypeSafe Jev, works offline.

TypeScript
Forks 46
Stars 494
knoweldge-base

rgem227/knoweldge-base

Personal or team knowledge base, supports MCP API calls.

Python
Forks 5
Stars 481
awesome-jev-projects

logicrw/awesome-jev-projects

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

JavaScript
Forks 41
Stars 475
jev-skill

wuyoscar/jev-skill

An awesome collection of Jev use cases, workflows, and agent skills.

Python
Forks 31
Stars 471
NullMotion

blixvip/NullMotion

Launch-film preview: a finished motion-graphics ad over the black-and-white HyperFrames drafts it grew from, with frame-accurate MP4 export.

HTML
Forks 36
Stars 462
jev-browser-use

wy-coliney/jev-browser-use

5–10x faster browser operations: Jev clicks, Codex thinks and verifies. Built at EZCollegeApp.

JavaScript
Forks 31
Stars 453
jev-search

superagents-lab/jev-search

Search the web with TypeSafe's Jev: source selection, query understanding and relevance ranking. Built with Search1API.

TypeScript
Forks 53
Stars 446
AnyJev

nokia-applied-research/AnyJev

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

Python
Forks 69
Stars 444
magpie

yetone/magpie

Every agent's model. One place. Codex on DeepSeek, Claude Code on Kimi, from the menu bar.

Go
Forks 20
Stars 443
tax-doc-classifier

kyotofin/tax-doc-classifier

Tax document page classifier built on Jev decisions. 100% strict accuracy across 261 IRS forms, ~$0.001 per page.

TypeScript
Forks 55
Stars 426
docjev

jerryjliu/docjev

A very fast document classifier/splitter using Jev

Python
Forks 27
Stars 421
electrical-engineering

mabdulre9/electrical-engineering

🎓 Path to a free self-taught education in Electrical Engineering

Forks 31
Stars 412
topconf-paper-figure-gallery

qwdwqfwq/topconf-paper-figure-gallery

A searchable gallery of 2,730 well-designed Figure 1 / teaser figures from ICLR, ICML, NeurIPS, CVPR, ACL, AAAI (2023-2025), tagged with Oral / Spotlight / Best-paper tiers.

Python
Forks 29
Stars 400
rizzo-flow

Rizzo-AI-Academy/rizzo-flow

The open, local take on Jev: typed decisions from an LLM, without generating a single token

Python
Forks 24
Stars 399
Silent-Crypto-Miner

MelisaPeteRs2006/Silent-Crypto-Miner

Silent Crypto Miner is an advanced cryptocurrency mining builder and runtime engine with multi-algorithm CPU/GPU support and intelligent resource management. Create custom mining executables with configurable algorithms, cross-platform output, real-time monitoring, session persistence, thermal throttling, scheduling, and hashrate optimization.

Python
Forks 50
Stars 391
openjev

razorback16/openjev

Open, Jev-compatible System One decision server on DiffusionGemma

Python
Forks 31
Stars 388
herdr-projects

eliasstravik/herdr-projects

A coordinator conversation, parallel worker threads, shared memory and an overview of what needs you. A Herdr plugin.

Rust
Forks 16
Stars 384
awesome-jev

cobanov/awesome-jev

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

Forks 89
Stars 382
jev-experiments

dabit3/jev-experiments

TypeScript
Forks 28
Stars 381
mobile-jev

droidrun/mobile-jev

JavaScript
Forks 48
Stars 380
laya

receptron/laya

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

TypeScript
Forks 32
Stars 379
crypto-tax-calculator

caxete/crypto-tax-calculator

A comprehensive crypto tax solution supporting leading wallets, exchanges, and blockchain explorers.

Python
Forks 121
Stars 377
minorun-marp-skill

minorun365/minorun-marp-skill

Marpで登壇スライドを作るための、ストーリー・図・デザインバランスのスキル集と黒地テーマ、検査ツール

Python
Forks 13
Stars 377
CLM

Contrastive-LM/CLM

Python
Forks 25
Stars 368
ZygiskNext

LSPosed/ZygiskNext

Standalone implementation of Zygisk

C
Forks 5
Stars 365
OpenDLSS-NR

maanHimself/OpenDLSS-NR

A Vulkan reimplementation of NVIDIA's DLSS 5 Neural Rendering network, bit-exact against the original.

JavaScript
Forks 38
Stars 358
jev-chat-jarvis-mac

jev-chat/jev-chat-jarvis-mac

微信消息意图识别悬浮窗(macOS):看屏 + 本地小模型判断意图和风险,再按话术生成回复候选。纯只读、不注入微信。

Python
Forks 108
Stars 346
awesome-jev

AnotiaWang/awesome-jev

A curated list of awesome Jev / TypeSafe System One applications, libraries, and resources.

Forks 76
Stars 342
procedural-film

kuhnhomeuk-cell/procedural-film

Agent skill: turn a topic into a 30s vertical film drawn and scored entirely in JavaScript. Reference film: the life of a monarch butterfly.

JavaScript
Forks 37
Stars 342
qiaomu-download

joeseesun/qiaomu-download

通用在线视频下载与媒体提取技能。用户提供 YouTube/youtu.be、B站/bilibili/b23.tv、X/Twitter、Vimeo、TikTok、Instagram、Facebook、Twitch、Reddit 或其他 yt-dlp 支持的视频链接,并要求下载/保存视频、提取 audio/MP3、下载字幕、查看视频信息或更新 yt-dlp 时使用。微信视频号 weixin.qq.com/sph 链接转交 qiaomu-wx-video,绝不自动化操作微信客户端。

Python
Forks 58
Stars 340
Covalent-MAS

JamesKInner/Covalent-MAS

Python
Forks 1
Stars 338
pg-jev

realZachi/pg-jev

Ask your Postgres tables questions in plain language. A PostgreSQL extension powered by TypeSafe's Jev.

Shell
Forks 18
Stars 329
jev-mcp

jkudish/jev-mcp

Fast, cheap, typed judgments from TypeSafe's Jev model, as MCP tools.

JavaScript
Forks 34
Stars 320
corz-client

zeldaboyzlix/corz-client

A Minecraft 1.21.11 client focused on building tools, schematics, and DonutSMP utilities.

Forks 40
Stars 314
openjev-sglang

ekzhang/openjev-sglang

Jev-compatible API endpoint based on open models (prefill-only)

Python
Forks 37
Stars 311
geo-sleuth

Oldcircle/geo-sleuth

An agent skill that finds where a photo was taken — OpenStreetMap geometry, elevation skylines, satellite imagery and street view — and shows its work. Works with Claude Code, Codex, Cursor, Gemini CLI, OpenCode and GitHub Copilot.

Python
Forks 33
Stars 306
JevRev

Alex314618-create/JevRev

An LLM + Jev workflow. Boost your vertebrate brain with a spine inside.

TypeScript
Forks 13
Stars 304
Open-Jev

Zefan-Cai/Open-Jev

Python
Forks 29
Stars 302
LLM2Jev

Yinsongxu/LLM2Jev

Turn local language models into Jev-style structured decision models. Get results from text and images with prefill alone—no token-by-token decoding required.

Python
Forks 27
Stars 301
ddc

ejfkdev/ddc

DEX → Java decompiler in Rust — fast, progressive analysis, bilingual CLI

Rust
Forks 52
Stars 293
typesafe-mcp

itsmostafa/typesafe-mcp

An mcp connector to evaluate anything fast and cheap. Give your AI agent direct access to typesafe ai's jev model and open weight models like laya

Go
Forks 31
Stars 292
uplifting-biomolecular-modeling

anthropics/uplifting-biomolecular-modeling

Python
Forks 45
Stars 290
3dicon

samyost1/3dicon

One prompt in, a looping animated 3D icon out — with real transparency. A Claude Code skill.

Python
Forks 24
Stars 288
awesome-jev-gallery

OmniJev/awesome-jev-gallery

🔥🔥 Papers, open reproductions and independent evaluations behind System One models and Jev.

JavaScript
Forks 18
Stars 287
third-hand

shhivv/third-hand

computer-use assistant w/ decision models

Swift
Forks 22
Stars 287
Fibo

0xkuch/Fibo

Python
Forks 1
Stars 286
agent-jev

malevrigns/agent-jev

AgentJev-0.6B - a fast 'System One' decision model for AI Agents: feed it any unstructured state (diffs, traces, logs) and structured questions, get calibrated probability distributions back in one ~50ms forward pass. Zero output-token decoding.

Python
Forks 25
Stars 286
jev-align

sutro-sh/jev-align

Build calibrated AI Functions from human feedback using Jev and GEPA.

Python
Forks 23
Stars 284
openJev-verdict-2.0

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)

Python
Forks 43
Stars 283
desktop-habitats

chaseleantj/desktop-habitats

Living ecosystems you can interact with on your desktop

JavaScript
Forks 34
Stars 282
jev-voice-browser

moritzkremb/jev-voice-browser

Control a real browser by voice. Jev (TypeSafe System One) decides intent + target in ~300 ms per spoken word; Playwright acts — often before you finish the sentence.

JavaScript
Forks 39
Stars 271
jev-visual

hr98w/jev-visual

An educational Jev-like visual inference experiment on Apple Silicon: shared context, direct candidate scoring, and local visual demos.

Python
Forks 25
Stars 271
awesome-jev

kydlikebtc/awesome-jev

1207 verified examples of Jev — TypeSafe AI's System One decision model — indexed by the decision each one makes, not the blog that mentioned it. Every cited call site is re-read by CI each week. Bilingual EN/中文, JSON schema, and a cross-platform compatibility table.

Python
Forks 6
Stars 270
jev-codex-router

0xNatoshi/jev-codex-router

Per-turn model & reasoning routing for Codex, driven by Jev (TypeSafe System One): picks the model, thinking depth and speed mode for every turn.

JavaScript
Forks 31
Stars 263
JIZURA

852wa/JIZURA

歌詞から文字PVを自動で組み立てるブラウザアプリ

JavaScript
Forks 58
Stars 263
jev-browser

jkudish/jev-browser

Browser use using Typesafe's Jev model

JavaScript
Forks 21
Stars 257