2026年9月21日 发布的项目

Android 助手通过无障碍服务与本地 OCR 读取可见对话，在悬浮窗显示分析及回复建议。 Jev 判断意图与回复选项，生成模型起草三条候选，再由 Jev 排序。

AnyJev 从开放模型读取概率，回答选择、是非和评分问题，无需生成文章。 这是独立的 Jev 风格方案；L2 预测头不会修改基础模型权重。 可用无需标签的 L0 读出，或借助 transformers、vLLM 为特定问题拟合 L2 预测头。

Rizzo Flow 在本地运行开放决策模型，通过兼容 Jev 的 HTTP 接口返回选择、概率、量表评分和数值。 它复现 Jev 的接口模式，并未复现专有架构或训练方法，属于独立项目。 使用 llama.cpp 部署所选模型，让兼容 TypeSafe 的应用代码连接本地端点。

JevChat-Windows 通过本地 OCR 读取微信和 KakaoTalk 对话，在聊天窗口旁提供候选回复。 Jev 判断意图、紧张度并为三条候选排序；独立语言模型负责起草。 在 Windows 10 1903+ 或 Windows 11 上，分别配置判断服务与起草服务的密钥。

悬浮聊天面板显示意图、风险判断和候选回复，用户可复制或填入聊天输入框。 使用 macOS 13 或更新系统的 Apple Silicon Mac。截图读取需要屏幕录制权限，文本接口读取或填入需要辅助功能权限；在设置中选择判断与生成服务。

JevHarness 让语言模型编写任务专用特征、问题和控制逻辑，可利用奖励及完整轨迹改进。 可用网站脚本本地浏览归档的宝可梦运行，或安装技能并描述任务来构建框架。

候选评分头直接为门控、路由与评分返回分布，无需解码文字或 JSON 答案。 README 对比的是经基准数据训练的 AgentJev 专用模型与零样本评估的 Jev 1.13.0，训练条件不同。

Left-pad strings with TypeSafe AI's Jev. For reasons.

An open-source JEV-powered workbench for streaming data selection, quality evaluation, automatic LoRA training and held-out model evaluation.

An unofficial local visualizer for Jev (TypeSafe): a live view of every call your code makes. Not affiliated with TypeSafe AI.

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

an open-source, from-first-principles reconstruction of the ideas behind TypeSafe AI's Jev, written in pytorch

Typed-judgment admission control at the traffic edge: three-layer prompt-injection and abuse filter for nginx/OpenResty, powered by TypeSafe Jev. Fail-open, cached, hot-reloadable.

5m BTC Up/Down Polymarket trading agent using Typesafe Jev as the decision layer & TUI

A Clash Royale bot with no trained policy: Jev (TypeSafe System One) makes every decision from the live game state

亚微秒级 System-1 模型，准确率服从高斯分布

Unofficial PoC: a BERT-style encoder decision engine behind a typed-decision (noul / choice / score) HTTP API. Not affiliated with TypeSafe.

Calibrate Jev questions against your own labels: tune criteria on labelled examples, confirm on a held-out set, get a verdict per question. Unofficial.

Laya (open source, local) vs TypeSafe Jev (API): two AI models race in Snake and fight in a Mortal-Kombat-style arena. Every move is a real model decision.

Jev shadcn-block generator

Score every test against a git diff with Jev, and emit the filter arguments vitest, node:test, Playwright, cargo test and go test already understand

微信里的话不知道怎么接？macOS 悬浮聊天助手：识别消息意图与沟通风险，GPT 生成多种话术，Jev 评估候选，一键填入微信。话我帮你想，发送你来定。

Run Jev-style typed decisions locally on your Mac with low RAM usage and fast responses

Software, by reflex. Say it, and the right small program runs: chosen by a calibrated classifier, run only when it is sure enough, and it asks before anything that cannot be undone. A CLI, a package manager and a TypeScript SDK: the first implementation of the idea.

A Minesweeper benchmark for LLM agents. One identical board, up to nine models in parallel, one clock, one tool layer.

Semantic "Did you mean?" for any CLI — wraps commands and uses TypeSafe's Jev to match subcommand typos by intent, not edit distance.

Craft Type-Safe Uncertainty-aware semantic pattern matching, control flow, and smart procedures for Effect DecisionModel and Jev

System One judgments (noul/choice/score) from any LLM in one prefill — a Rust, Jev-compatible /v1/systemone engine

Local, open-source Jev alternative: browser agent decisions with Laya (System One model) on your own machine. No cloud, no API key. Playwright/CDP, MCP-friendly.

A Swift package for typed decisions from language models (probabilities, choices, and scores), with support for local MLX models and the TypeSafe Jev API.

ego lite skill — each DOM step decided in ~0.4s, no LLM turn

ProphetLab's Texas Hold'em benchmark and playground for decision models: cash and SNG leaderboards, live replays, and bring-your-own-agent tables.

Hermes Agent plans, Jev (TypeSafe) picks bounded actions, Mineflayer executes: Minecraft with no screenshots or keypresses from a model. Includes the reproduction of rmalde/minecraft-agent's Ender Dragon run.

A local, offline System One server compatible with TypeSafe's Jev API. It answers typed yes/no, category and score questions with small open models.

jev_elixir is a small, idiomatic interface for making typed decisions with Jev. It exposes application-level functions such as Jev.ask?/2 and Jev.analyze/3, while provider adapters handle the external API wire format. The first release supports TypeSafe's System One API and OpenRouter's Decisions API. Both providers support all three System One qu

Route form submissions to the right people with Jev and AI SDK.

📏 Claude Code plugin that makes Claude follow your AGENTS.md: every reply and edit checked by TypeSafe Jev ✅

Zero-dependency System One decision harness: 5 semantic gates saving frontier AI agent tokens on trivial errors & doom loops. Python + TypeScript + Rust. MCP-compatible.

Site search that understands the question. Ranked by TypeSafe's Jev model.

Community-maintained JEV runner integration for Midscene Test

使用 TypeSafe Jev 在 X/Twitter 时间线上识别低质量、垃圾和广告帖子，并在文字区域显示醒目的半透明水印。

Trying to combine Jev with ontology

把对双休的支持，带进每一次购物。逛淘宝、京东时，JEV 实时猜测商品背后的工作制，疑似非双休直接盖上 PASS。原页生效，边逛边选。

Unofficial Go client for the TypeSafe AI System One API (Jev) — typed questions in, calibrated answers out.

Use local and hosted classifiers aka decision models aka Jev-like models, all through a single TypeSafe API

Confidence-gated incident routing with TypeSafe Jev

Claude Code plugin: asks TypeSafe Jev which installed skill fits each prompt and logs the answer (shadow-first). A working reference for the skill-suggestion cookbook on Claude Code — the README records why it is unlikely to help a strong model as a router.

Agent skill and CLI that turn natural language, an LLM prompt, or the code that runs one into a TypeSafe Jev decision: typed state, Choice/Score/Noul questions, and a runnable script

Type-safe Java 21 client for the TypeSafe AI Jev (System One) decision API

Give your AI JEV wings. A skill and plugin to build with TypeSafe Jev, upgrade LLM-only workflows and measure the result.