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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。

探索實驗室指南
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。

2026-09-15 · Launch postView on X

Start with the Launch Post. Explore four official signals.

286 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

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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

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choxos

jev-reviewer

Data extraction for systematic reviews, quoted from the papers. Ask a trial report and its supplements your extraction form or a RoB 2, ROBINS-I, QUADAS-2 or TIDieR template; Jev points at the lines, every answer is a verbatim quote with its page, you check it and export the table. Files stay in your browser.

jev-reviewer
Agents & browsersEnglish

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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

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tamaratran

jev-pruner

Claude Code plugin: trim long Bash output with TypeSafe Jev before the model sees it.

jev-pruner
Agents & browsersEnglish

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Clownware

Bouncer

An agent project that enforces policies by judging Claude Code tool calls.

Bouncer
Agents & browsersEnglish

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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

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Tony Powell

jev-oxlint

A GitHub project converting agent skills into Oxlint plugins that involve Jev.

jev-oxlint
Agents & browsersEnglish

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itsmostafa

typesafe-mcp

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

typesafe-mcp
Agents & browsersEnglish

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tyler-dot-earth

patdown

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

patdown
Agents & browsersEnglish

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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

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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

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Heman10x-NGU

Verdict-open-jev

Non-autoregressive decision engine on ModernBERT (151M) with calibrated uncertainty (RLCD), TypeSafe AI Jev benchmark audit, and in-browser WebGPU playground.

Verdict-open-jev
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wy-coliney

jev-browser-use

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

jev-browser-use
Agents & browsersEnglish

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Kush Bhuwalka

Jev Sift

A developer project for agent classification and selective reading using an agent plugin and MCP tool.

Jev Sift
Agents & browsersEnglish

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Pedro Knigge

mcp_jev

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

mcp_jev
Agents & browsersEnglish

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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

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ariel-frischer

jevkit

Fast Rust CLI for TypeSafe Jev: typed decisions, offline linting before you pay.

jevkit
Agents & browsersEnglish

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madeye

pi-jev

Jev-assisted file retrieval and request caching for faster Pi workflows.

pi-jev
Agents & browsersEnglish

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anpicasso

hermes-jev-approvals

PoC: TypeSafe Jev as the reviewer for Hermes Agent smart command approvals. 8.7x faster, 4.4x fewer prompts, measured on 153 real commands. Approvals only.

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

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Raj Dhakad

routeKit

A developer project for agent-native routing that selects models based on task complexity.

routeKit
Agents & browsersEnglish

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ndolinschi

swarmrouter

Route tasks to research/code/browser/support/writer agents via TypeSafe Jev.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
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compozy

yoshi

Context-pruning proxy for Claude Code and Codex: Jev judges which history is still needed, measured not claimed. POC here now, heading soon into https://github.com/compozy/compozy.

yoshi
Agents & browsersEnglish

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455-dIAO

windows-save-token-jev-setup

Windows Codex Skill：通过 npx 或 Git 安装，安全配置 save-token-jev 的 PreCompact/SessionStart Hooks，并提供信任、原生压缩与旧内容隔离验证。

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
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BillionsBobby

JevRouter

A lightweight Jev-powered router for models, tools, and subagents.

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

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Devin-AXIS

jev-dsh-decision

Jev DSH 决策引擎｜面向 Agent Harness 的结构化决策插件。原生支持 DeepSeek Harness，通过 iPolloWork 支持 OpenCode、Codex Harness。

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

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komikat

psearch

Parallel web search for terminals and agents, with local Chromium and Jev-guided exploration.

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

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vinilana

jev-browser (vinilana)

Hybrid browser harness: an LLM turns goals into verifiable subgoals, Jev chooses each action and DOM field, Playwright acts.

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

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shiftynick

jev-axi

Agent-ergonomic CLI for TypeSafe's Jev: fast calibrated judgments (pick, rate, check, rank, triage, guard) from the shell.

jev-axi
Agents & browsersEnglish

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somoore

Interlock

A developer project that uses Jev as a sensor to control access to agent tools, enhancing security and functionality.

Interlock
Agents & browsersEnglish

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AstroHan

jev-harness

A developer project where Jev filters tool results before model processing, aiming to improve efficiency in agent systems.

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valentynkit

jev-commit

Pre-commit hook: one Jev call judges whether your commit message matches the staged diff, plus debug leftovers, unmentioned work, and a credential check.

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nican2018

shade-arena-jev-monitor

Evaluating TypeSafe's Jev as a fast monitor and action gate for agent sabotage in SHADE-Arena, compared with Gemini 2.5 Flash/Pro.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
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Mandrilsquad1441

jev-model-router (Mandrilsquad1441)

Pick the best AI model and reasoning effort for any task in ~1s. Plugin for Claude Code, Claude Desktop and Codex, powered by TypeSafe's Jev decision model and live OpenRouter pricing. Balance intelligence, speed and cost, or choose your priority.

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vmendes90

jev-shield (vmendes90)

Privacy-first Chrome extension that semantically blocks native ads, sponsored feed cards, and video ads using TypeSafe Jev.

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

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jackbarunz

jev-tool-router

A developer project for the agents shelf, using MCP tool for Codex instead of listing all options.

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

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doeixd

jev-pref

Turn your AGENTS.md preferences into a fast, Jev-powered AI linter.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
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runta-dev

jot

The first general-purpose System One agent for Jev.

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

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caiovicentino

jev-align

Calibrated alignment verifier for LLM responses and agent plans — powered by Jev.

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Agents & browsersEnglish

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harshwasan

pi-jev-sentinel

Pi coding-agent extension: TypeSafe Jev checks for tool calls, tool outputs and replies (prompt injection, approvals, secret scrubbing, task pinning).

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bohutang

sift (bohutang)

Chrome extension that labels every post on X (Substance · Humor · Chit-chat · Promo · Junk · AI-written) with TypeSafe Jev, and hides the ones you don't want.

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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
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NobleSpartan6

otto

Open-source native computer use for macOS and Windows: TypeSafe Jev, local OCR, and selective planning.

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vercel

eve

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

eve
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omkarghugarkar007

actiongate-jev

Runtime authorization and guardrails for AI-agent tool calls with deterministic policy and TypeSafe Jev via OpenRouter.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
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godspede

construct-auto-classifier

Effect-based safety gate for AI coding agents' shell commands (OpenCode, Antigravity): fast structural rules, then TypeSafe's Jev or a chat model judges what a command does. Certified with Jev at zero dangerous commands allowed.

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Zahrannnn

zcode-jev

Typed judgment layer for coding agents — gates from PRD to ship. Jev-ready, provider-agnostic.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
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ThinkyMiner

Winnow

Know before you click. A Chrome extension that reads articles and YouTube videos ahead of you and says read, skim, save, or skip — with a confidence, tuned to your goals. Open source, MV3, powered by Jev.

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yikangy873

jev-desktop

A developer project for agents and browsers, where Jev selects actions within Codex Computer Use.

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

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bojansandhaus

jev-decisions

Safety checks for Hermes and other AI agents before they act, ask for approval, or verify a change.

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

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socai-io

Jev Social

Local Instagram, TikTok, and LinkedIn research where Jev chooses bounded socai browser operations and streams captured evidence into cited reports.

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

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