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A FIELD GUIDE TO JEV / VOL. 01

小小判断。
无限可能。

汇集 Jev 的真实项目、实用指南和来自全网的创意。

探索实验室指南
1,198项资源16种语言
TypeSafe AI THE OFFICIAL SIGNAL 4 HIGHLIGHTS
Diogo Almeida@CompleteSkepticLAUNCH POST

Jev发布帖

Diogo Almeida介绍了Jev，即TypeSafe的结构化决策模型。观看发布影片，并探索原始帖子了解该模型的方法、示例和作者报告的性能。

2026-09-15 · Launch postView on X

Start with the Launch Post. Explore four official signals.

1,198 项资源

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

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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Clownware

Bouncer

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

Bouncer
Agents & browsersEnglish

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Enes Yilmaz

JevMinesweeper

A GitHub project where Jev plays Minesweeper, revealing its capability to handle real-time, turn-based game mechanics.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
Games & real timeEnglish

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sharziki

semdecide

Typed semantic decisions for Unix pipelines and CI, powered by TypeSafe AI Jev.

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

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ShivamPansuriya

jev-skill-gate

Cut Claude Code's skill manifest by ~75% with TypeSafe Jev. Scores every installed skill for relevance and hides the rest via skillOverrides — 12,750 → 3,185 tokens on a 217-skill install, for $0.0009 a session.

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

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Nainish-Rai

jev-frontend-qa

Evidence-driven frontend QA built on Jev Ultrafast and Browser Harness, with a synthetic todo demo.

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

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AliceRoselia

Typesafe_chess_eval

An evaluation of typesafe AI chess. As it turns out, the AI isn't doing really well even though chess is not a particularly open-ended game. Still, it's only a prototype and this probably wasn't optimzied for games.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
Games & real timeEnglish

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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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Meteor Simulation

TypeEvacSafe

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

TypeEvacSafe
Games & real timeEnglish

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Mintzs

jevify (Mintzs)

An optimized inference engine to turn LLMs into Jev-like machines: optimized for quick, lightweight, and accurate decision-making, classification, and scoring.

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

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ndolinschi

jevplay

TypeSafe Jev playground — custom Choice/Score/Noul builder with live distributions.

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

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Jake Reardon

The Jev-enator

A developer project involving three Claude Code hooks that query Jev for specific information.

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

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rashedInt32

jev-gates

Six hook gates for Claude Code that catch broken rules, out-of-scope edits, unfinished asks, and false claims, each judged by Jev against a fixed checklist and one piece of evidence.

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

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mblode

taste-lint

CLI that uses Jev to catch AI slop in UI, copy, and agent instructions before ship (probabilities on semantic taste checks).

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

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caiovicentino

jev-shield

Semantic MCP firewall powered by Jev — screens every tool call, tool result, and tool description with calibrated System One verification. 94% block recall, 0 false positives, ~$0.00002/check.

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

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ishantanu

jevmetrics

OpenTelemetry Collector connector that uses Jev to assess metric metadata and apply retention policies before export.

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

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Mapika

decider

One-pass typed decisions with calibrated probabilities (System One style model), fine-tuned from Qwen3.5-2B.

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

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jeffloo886

jev-notion

🚀 Blazing-fast native macOS menu bar companion for Notion. Pure Swift & SwiftUI (<3MB), 8 languages.

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

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Eronmonsele Aigbiluese

jev-cua

A local computer-use fast path for Codex and Waku, designed for developers.

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

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Foadsf

jev-for-engineers

Eight minimal working examples of TypeSafe's Jev (a System One model) applied to mechanical and electrical engineering: CAD/CAE/CAM routing, FEM result triage, DFM screening, BOM alignment, hallucination-proof extraction. Zero dependencies.

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

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Elia Alberti

jev-rules

A developer project that selects applicable rules for Claude, ensuring only relevant information is shown.

jev-rules
Tools & appsEnglish

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ZeroGold

call-coach-ai

A developer project using Jev to score sales calls, collected for the creative shelf.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
Creative & growthEnglish

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AntonioCoppe

jev-harness

Decision harness for TypeSafe Jev — confidence gates, shadow mode, recipes, and evals. Claude CLI 48.9s → Jev 1.3s on the same row-filter job.

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www.youtube.com

wtf is jev?

A YouTube guide explaining Jev's functionality, including browser use, classification, and code review without an LLM.

wtf is jev?
Agents & browsersEnglish

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eriestra

browser-use-olympics

Browser Use Olympics by Almond: one prompt, five events, one clock. Plus fast loop, a ~200-line browser computer-use agent (Chrome DevTools + TypeSafe Jev).

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

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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
Agents & browsersEnglish

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wondertwins

jev-benchmark

Benchmarks and a playground for TypeSafe's Jev (System One) model: chess, and who-is-the-player-talking-to for speech-to-text game NPCs.

JEVLAB decorative pixel illustration; not source mediaJEVLAB ART
Games & real timeEnglish

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zhengxuyu

LitJev

A reproduction of Jev that turns any Qwen model into a fast decision model, serving the same /v1/systemone schema (Choice, Score, Noul) with no training and no generated answer text.

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

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