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A FIELD GUIDE TO JEV / VOL. 01

小小判斷。
無限可能。

匯集 Jev 的真實專案、實用指南和來自全網的創意。

1,198項資源16種語言
TypeSafe AI THE OFFICIAL SIGNAL 4 HIGHLIGHTS
Diogo Almeida@CompleteSkepticLAUNCH POST

Jev 發布文章

迪奧戈·阿梅達介紹 Jev,這是 TypeSafe 的結構化決策模型。觀看推出影片,並探索原始主題以了解模型的方法、範例和作者報告的效能。

Start with the Launch Post. Explore four official signals.

714 項資源

AI-assisted summaries and translations. Check original sources for context and performance claims.

譯文摘要4 clicks / 7d
tamaratran

fast-jev-compaction

Claude Code插件透過Jev決策替換壓縮摘要,單一快速請求中評分所有工具呼叫與結果,過時資料被刪除或截斷,保留資料原樣不變。

fast-jev-compaction
Agents & browsersEnglish

Source-linked curation

譯文摘要4 clicks / 7d
browser-use

Jev Ultrafast

瀏覽器使用場景中的超快速代理:Jev 在一次請求中選擇操作和 DOM 元素;僅在需要輸入時使用小型 LLM 寫入文字。

Jev Ultrafast
Agents & browsersEnglish

Source-linked curation

Omar Hernandez

jevmod

GitHub project for content moderation with category-specific probability thresholds. Enables automated content filtering.

jevmod
Decisions & routingEnglish

Source-linked curation

RomanSlack

jev-drone

Camera-only autonomous drone in MuJoCo with a small judgment model (TypeSafe Jev) in the loop at 2.5Hz.

jev-drone
Games & real timeEnglish

Source-linked curation

kraayenjon

awesome-jev (kraayenjon)

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.

awesome-jev (kraayenjon)
Tools & appsEnglish

Source-linked curation

譯文摘要
awlevin

typesafe-computer-use

每步僅需 0.0002 美元的電腦使用費:螢幕 OCR,使用 TypeSafe 分類下一步動作,並進行點擊。支援 macOS。

typesafe-computer-use
Agents & browsersEnglish

Source-linked curation

usenotra

notra

Marketing analytics platform whose feature flag routes brand-visibility classifiers off an LLM and onto Jev boolean decisions.

notra
Decisions & routingEnglish

Source-linked curation

Kelbie

Hunch

Hunch is a GitHub tool for code review that applies rules written in plain English to analyze and improve code quality.

Hunch
Tools & appsEnglish

Source-linked curation

model-clis

jev CLI

A command-line interface for Jev that provides answers and exit codes based on input questions.

jev CLI
Tools & appsEnglish

Source-linked curation

giuliosmall

pg_typesafe

Pre-alpha PostgreSQL extension for TypeSafe AI (Jev) categorical classification.

pg_typesafe
Decisions & routingEnglish

Source-linked curation

TypeSafeAI

clarity-judge

Multi-axis writing quality checker powered by TypeSafe AI's Jev model. Separate named checks, each with its own verdict and confidence.

clarity-judge
Tools & appsEnglish

Source-linked curation

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.

jev-voice-browser
Agents & browsersEnglish

Source-linked curation

Brainwires

jevwire

Jev decision layer for agents: MCP server, embeddable DecisionModel library, and an escalate-only Claude Code plugin (TypeSafe AI's Jev).

jevwire
Agents & browsersEnglish

Source-linked curation

GhalebDweikat

winnow

A calibrated context sieve for Claude Code: every tool result is judged by a System One model before it enters context.

winnow
Agents & browsersEnglish

Source-linked curation

simota

tenbin

MCP server and agent skill for the TypeSafe AI System One API (Jev): decompose a judgment into Choice / Score / Noul questions, lint them, measure on labelled data, and put calibrated thresholds in code.

tenbin
Agents & browsersEnglish

Source-linked curation

Bently

siftr

A developer project offering semantic code search for coding agents, benchmarked on SWE-bench Lite.

siftr
Agents & browsersEnglish

Source-linked curation

精選譯文摘要
typesafe-ai

TypeSafe 代理技能

Claude Code、Codex 及相容代理的官方代理技能:基本動作、模式及評估結構方式。

TypeSafe 代理技能
Start hereEnglish

Source-linked curation

Pedro Knigge

mcp_jev

A developer project providing a local MCP server for running pre-made Jev question packs.

mcp_jev
Agents & browsersEnglish

Source-linked curation

droidrun

mobile-jev

Standalone Android agent for Mobilerun where Jev makes every decision, with a live React studio and an Uber demo.

mobile-jev
Agents & browsersEnglish

Source-linked curation

kshetrajna12

reflex

A small open decision model: state + typed questions -> calibrated probabilities. A Jev / System One re-creation on Qwen3.5.

reflex
Research & dataEnglish

Source-linked curation

Epiphany Dynamics

Port Cleanup

A macOS tool for identifying safe ports to stop, developed as a GitHub project.

Port Cleanup
Tools & appsEnglish

Source-linked curation

sushrutb17

LinkedIn NoSlop

A developer project offering a Chrome extension to blur low-value LinkedIn posts, collected for the creative shelf.

LinkedIn NoSlop
Creative & growthEnglish

Source-linked curation

1 clicks / 7d
Frank-ZY-Dou

awesome-jev (Frank-ZY-Dou)

Public examples of Jev used for robot control, 3D modeling and adjacent control tasks, with sources and archived media.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
Devices & roboticsEnglish

Source-linked curation

ikermoel

open-alternative-jev

Open alternative to Jev: typed, calibrated decisions from any open-weights LLM in one forward pass (HF + vLLM), with benchmarks.

open-alternative-jev
Research & dataEnglish

Source-linked curation

kitze

unclutter

WXT browser extension: Jev-powered page clutter removal with reusable template rules.

unclutter
Agents & browsersEnglish

Source-linked curation

tyler-dot-earth

patdown

Typesafe's jev as a "fuzzy linter". give your code an ocular patdown.

patdown
Agents & browsersEnglish

Source-linked curation

Meteor Simulation

TypeEvacSafe

A fire evacuation simulation where each person makes Jev-style decisions.

TypeEvacSafe
Games & real timeEnglish

Source-linked curation

Dicklesworthstone

skillranker

Rust CLI powered by Jev from TypeSafe.ai that ranks agent skills for the next step using live session context. Includes Claude Code hooks, structured JSON, abstention, and local feedback. Requires a TypeSafe API key.

skillranker
Agents & browsersEnglish

Source-linked curation

譯文摘要1 clicks / 7d
nshkrdotcom

typesafe_sdk

TypeScript官方AI SDK的Elixir類型安全埠,提供統一的LLM整合、串流文字、結構化輸出、工具呼叫和代理工作流程。Jev是其目前旗艦模型,也是第一個System One模型。

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
Start hereEnglish

Source-linked curation

itsmostafa

typesafe-mcp

Go CLI and single-binary MCP server exposing TypeSafe judgments to Claude Desktop, Claude Code, and Codex.

typesafe-mcp
Agents & browsersEnglish

Source-linked curation

tontoko

jev-browser (tontoko)

One grounded Jev/Playwright core: typed SDK, persistent CLI, and MCP server with native browser operations and deterministic assertions.

jev-browser (tontoko)
Agents & browsersEnglish

Source-linked curation

luantak

is-malicious

Scans a codebase for covert, deceptive, or data-stealing behavior with Jev, then reports suspicious files and line ranges before the user runs it.

is-malicious
Agents & browsersEnglish

Source-linked curation

SuperTurbo

Hawk or dove?

A project comparing Jev's performance against chat models in analyzing Fed press conferences.

Hawk or dove?
Markets & experimentsEnglish

Source-linked curation

vercel

eve

Vercel's open agent framework, which ships Jev as the default evaluation model in its experimental evaluate path.

eve
Agents & browsersEnglish

Source-linked curation

skeptrunedev

jev-recruiter

A Jev powered LinkedIn recruiting agent. Watch it browse relevant profiles, save links, and review evidence against your hiring brief.

jev-recruiter
Agents & browsersEnglish

Source-linked curation

MirkoSonio

jev-reflex

A developer project demonstrates Jev's rapid response to browser tasks, with decisions made in approximately 100 milliseconds.

jev-reflex
Agents & browsersEnglish

Source-linked curation

Paul

jev-piano

A developer project for the games shelf, where Jev improvises piano with proper questions.

jev-piano
Games & real timeEnglish

Source-linked curation

Bodila51

grok-bot-jev

Connect TypeSafe Jev to Grok Bot as a cheap decision layer - usage gates, skill template, examples.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
Agents & browsersEnglish

Source-linked curation

hemanth

pkg-gate

Pre-install security gate for npm lifecycle scripts using TypeSafe System One.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
Tools & appsEnglish

Source-linked curation

replynodes

jev-web-analyzer

See what Jev thinks about your SaaS website — powered by ReplyNodes web context and Vercel AI Gateway.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
Research & dataEnglish

Source-linked curation

sysadarsh

zerosweep

Autonomous System-One Triage Engine & Benchmark powered by TypeSafe AI (Jev). 75ms inference, $0 output tokens, and RLCD epistemic safety gates.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
Decisions & routingEnglish

Source-linked curation

blakestone-x

jev-mcp (blakestone-x)

MCP server for TypeSafe Jev: typed classify, score, check, match and screen for any agent, with confidence on every answer.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
Agents & browsersEnglish

Source-linked curation

SiliconLabAI

OpenJev

An open-source project aiming to develop a Jev-class decision model for research purposes.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
Research & dataEnglish

Source-linked curation

kikoncuo

jevfire

JEV-inspired parallel decisions for CUDA LLMs. One context, many decisions. vLLM API, game-agent examples, and reproducible benchmarks.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
Agents & browsersEnglish

Source-linked curation

Nyarlathoteppppp

pi-heed

Runtime constraints for the pi coding agent: checks every side-effecting tool call against what you said, before it runs. Powered by TypeSafe Jev.

pi-heed
Agents & browsersEnglish

Source-linked curation

AbdelStark

heist-one

Observable browser stealth game: Jev makes typed guard judgments while deterministic code owns the world.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
Agents & browsersEnglish

Source-linked curation

cobusgreyling

Jev

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

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
Start hereEnglish

Source-linked curation

fgn

jevgo

Go client for TypeSafe AI's System One API (Jev), with optional Langfuse instrumentation.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
Tools & appsEnglish

Source-linked curation