社区项目

Semantic ifs from open models, on a 3090 at home. Independent; not affiliated with Jev or TypeSafe.

Evidence-backed use cases, patterns, prompts, and starter code for TypeSafe Jev — a System One model for fast, typed, confidence-aware decisions in software.

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

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

Software factory foreman based on TypeSafe's Jev model

A staged code-review workflow and local dashboard built with TypeSafe Jev.

A curated list of official resources and community projects for TypeSafe, System One models, and Jev.

A TypeSafe/Jev agent that plays Super Mario Bros. from structured emulator state.

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

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

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

A source-backed Jev project directory with a reusable Jev-only GitHub review workflow.

Browser use using Typesafe's Jev model

A self-hosted drop-in replacement for TypeSafe's jev, powered by GliFormer.

Calibrated 151M Non-Autoregressive Decision Engine beating TypeSafe Jev & Laya on LocalLLaMA/typed-decisions (77.10% acc, 0.0636 Brier, 0.0144 ECE)

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

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.

mcp connector to give your AI agent direct access to typesafe ai's jev model

A skill for writing and improving programs that call Jev, TypeSafe's System One model

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

grep by meaning, across languages. TypeSafe Jev scores every line against a meaning; combine meanings with AND/OR/NOT. 意味で探す grep。日本語で英語を、英語で日本語を検索できる

TypeSafe Jev as a decision layer for the Pi coding agent: a measured tool-call gate plus jev_ask for typed, calibrated answers

Typed decisions with TypeSafe's Jev, the first System One model

Guardrails for Pi built on pi-typesafe that steer the agent instead of interrupting you: Jev judges irreversible and off-task tool calls, detects stuck loops, checks unverified done claims, flags slop

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

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

Bounded TypeSafe Jev workflows for coding agents.

A community directory of projects built on Jev, TypeSafe AI's System One model.

A small, type-safe client for asking AI questions about your data, powered by TypeSafe Jev.

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

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 T

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

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

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

Put a live Jev (TypeSafe) meter on any video: every sentence scored, rendered as a 16:9 edit

Fish-style zsh history autosuggestions ranked by Jev (TypeSafe)

🧹 Fun project: a Chrome extension that asks a tiny AI decision model (TypeSafe Jev) "is this DOM element an ad?" and pops it off the page. BYOK, no backend, not a real ad blocker.

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.

Ruby client for decision models such as Typesafe Jev

Typesafe.ai System One Model Jev navigating a Neo4j graph by using a classifier over neighbouring relationships

Chrome extension: vibe-check your X posts with TypeSafe's Jev before you hit Post

A decision cache for TypeSafe Jev-class models — memoize decisions so repeats are free, deterministic, and shareable. One 2 MB binary.

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

Browser automation where an LLM plans and Jev (Typesafe System One) decides. Library, CLI and MCP server.

Skill for Hermes, and other agents, to ask typesafe's jev

Live Jev trader on Hyperliquid

OpenDecision is an open-source semantic decision engine like typesafe's jev.

This is a LLM Gateway that mimics typesafe ai structured output. Like an imposter Jev.

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

Talk to your Mac. Local whisper.cpp + one Jev (TypeSafe) call per command + macOS automation.

TypeSafe Jev action selection inside Codex Computer Use

Ask your house a question, get a number back. Home Assistant integration for TypeSafe Jev: typed answers as sensors, four actions for automations, and a conversation agent for Assist.

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

Jev / TypeSafe System One 中文精选列表：官方资料、SDK、爆款应用、Agent 工具、开源复现与独立评测，附中文上手指南，每日自动收录 GitHub 热门项目。

ACP and MCP adapter that bridges TypeSafe Jev with any LLM — computer use and typed decisions alongside Codex, Claude, Grok, and OpenCode.

A spatial reference explorer for creators. Local Jev query choices, metadata highlights and source-linked collections.

Codebase search powered by Jev from @typesafe-ai

Open-source alternative to TypeSafe's Jev: a System One style model layer that gives typed, calibrated decisions from any open-weights LLM in one forward pass (HF + vLLM), with honest benchmarks

MCP server that puts TypeSafe Jev on the coding loop in Cursor, Codex, and any MCP client

JEV HUB · X 上关于 TypeSafe AI「系统一模型」Jev 的长文与演示视频聚合（保留原链与作者）｜ 谁是专家 出品

Independent, evidence-based map of when TypeSafe's Jev actually holds up vs. breaks down — real API-call receipts, not a leaderboard. 中文為主的雙語 repo。

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,

Retrieve by relevance, not resemblance: filter an AI assistant's memories with TypeSafe's Jev

Semantic tool routing and typed System One decisions for the Pi coding agent using TypeSafe Jev

Snake auto-played by TypeSafe's Jev model: one System One choice per tick, legal moves and facts generated in code

TypeSafe Jev controls original StarCraft shareware through keyboard and mouse with recorded action probabilities.

Local bilingual probability decisions from context, questions, and candidate answers. Independent research preview inspired by TypeSafe Jev.

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

TypeSafe Jev for OTP: reply to Jev from a GenServer and pattern match on its answer

Jev (TypeSafe System One) backed auto mode for the Pi coding agent: semantically auto-approves bash, write, and edit tool calls and fails closed when a decision cannot be made.

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

Trading bot with the all new TypeSafe AI's first system one model named as Jev

Open replica of TypeSafe's Jev: typed calibrated decisions in one forward pass, on Gemma 4 E2B / Gemma 3 270M (Modal)

Jev-powered conversation memory: find past sessions and revisit decisions with original sources. A macOS workspace for OpenAI Codex. Manage AI conversations and agents, explore code with CodeGraph, an

Chrome extension that labels every post you scroll past on X with typed Jev judgments and a live cost counter

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

100% free ₹0 agent-first SEO & GEO CLI suite and MCP server in Rust replacing Semrush and OpenSEO via DuckDuckGo and TypeSafe Jev System One

Open-source AI email triage for Gmail. Sorts your inbox into Needs reply, Updates, Promos, Sales and Spam with Jev, TypeSafe AI's decision model, via Vercel AI Gateway. Read-only, runs locally, 1,000

用 TypeSafe Jev 推荐已安装 Skill / Bounded installed-skill recommendations with TypeSafe Jev. Python CLI, Codex skill, bilingual docs and live examples.

An agent skill to discover TypeSafe Jev opportunities, design typed questions, and learn from recent community experiments.

The invalidation layer for AI memory. Every fact gets a lease; new evidence ends it. Built on TypeSafe Jev.

Command-line tool for TypeSafe's Jev AI model

grep, but the pattern is a description. Filters lines by meaning with TypeSafe's Jev decision model: ~200 ms and a thousandth of a cent per line.

2D autonomous car simulation in the browser, driven by TypeSafe's Jev decision model

Interactive experiments with TypeSafe Jev, from support routing to 3D driving simulations with real AI decisions and visible sensor inputs.

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

Multi-drone autonomy lab demonstrating TypeSafe Jev reflex decisions with optional System 2 strategy guidance.

Evidence-backed index of real-world Jev (TypeSafe AI System One) use cases: repos, patterns, benchmarks, and measured results

📡 全网最全 · The world's most comprehensive tracker of the Jev (TypeSafe AI System One) ecosystem — 220+ documented cases · 108 confidence-graded entries · verified & rescanned every 3 hours · API access

Reproducible benchmark for measuring Jev reranking quality, latency, and cost in RAG

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

⚡ Sub-100ms cognitive reflexes for autonomous coding agents. Powered by TypeSafe AI's Jev & get-fable.

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.

Typed, confidence-aware agent skill routing with TypeSafe Jev.

Typed System One decisions, ranking, verification, and an opt-in Hermes tool gate using TypeSafe Jev.

Fast browser agent for ego lite. One TypeSafe request per step; an agent or Jev picks the move.

Classify your inbox with Jev (TypeSafe's System One model) — tag, move, flag, and notify, all config-driven.

Claude Code / Codex / pi plugin that hands agent steps needing no text output to Jev (TypeSafe's judgment model) — measured p50 ~230 ms and ~$0.02 per 1,000 judgments, with typed escalation back to th

在 X 的时间线上，给每条帖子标出它想让你干什么。判断来自 Jev，一个只返回概率、不生成文本的模型。

Flue agent routing with TypeSafe Jev through Cloudflare AI Gateway

Jev for Chrome: drives the tab you are looking at with TypeSafe Jev, a sub-second decision model. Community port of browser-use/jev-ultrafast, not affiliated with TypeSafe.

Automatic model routing for Pi using TypeSafe's Jev through Vercel AI Gateway

Stop guessing confidence thresholds: calibrate, threshold, and drift-check typed decision models (TypeSafe Jev) against an LLM teacher.

TypeSafe (Jev) skill routing for Hermes Agent: names the one skill worth loading, before the model call. Opt-in, stdlib only, ~$0.001 per routed turn.

TypeSafe Jev as the pi coding agent's quiet decision layer

Evidence-backed use cases, patterns, and guidance for building with Jev, TypeSafe AI's System One model. Every claim is labeled and sourced.

Self-hosted AI email classifier for Gmail powered by Jev. Create custom labels, organize your inbox, and filter spam with confidence and cost controls.

An independent, type-safe Swift SDK for TypeSafe Jev, with async/await, batching, retries, and SPM support.

Verbatim Jev-scored context reduction for omp, over TypeSafe or OpenRouter

RuneBench harness for TypeSafe's Jev: bounded action catalog, tick-mode controller and a live dashboard

A curated list of tools, integrations, and experiments built on Jev, TypeSafe AI's System One model for fast, typed decisions.

Search engine experimentation on the TREC collections. Currently focused on zero-shot reranking implementations with typesafe.ai's JEV model

The decision layer for your Rails app. A Rails-native wrapper around TypeSafe's Jev System One API: typed, calibrated decisions in your control flow.

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

grep for what code does, not what it's called. Semantic code search powered by TypeSafe Jev.

AskJev — Jev autopilot for any website + guard on irreversible clicks (TypeSafe System One, not Claude)

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Small dependency-free CLI for TypeSafe Jev

Run a JSON Schema through TypeSafe's Jev API, and get JSON back.

Nushell module for the TypeSafe System One API: typed decisions with calibrated probabilities

Systematic software development framework for AI coding agents upgraded with TypeSafe Jev System One typed decisions

Things built with Jev (TypeSafe), plus patterns, documented limits, and unbuilt ideas

A simple Spring Boot 4 starter for TypeSafe Jev using Spring MVC and RestClient

Agent-first Haskell DSL for TypeSafe's Jev judgment model: typed packets, inferred types, answers under the same labels

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

Practical, tested recipes for TypeSafe's Jev decision model on OpenRouter: support triage, database indexing, file organizing, tagging, taxonomies, dedupe, PII detection, extraction, search re-ranking

使用 TypeSafe Jev 审查 Skill 与 MCP 可疑行为 | Review Agent Skills and MCP code with Jev, static evidence, and explicit coverage gaps

This demo uses Jev from TypeSafe AI to autonomously fly a drone in a random city from point A to point B, avoiding obstacles along the way. A trip costs $0.01.

sort by meaning: order lines along a plain-English dimension, from pairwise comparisons judged by TypeSafe's Jev model

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

Use Jev (TypeSafe's System One model) as a calibrated reranker: one call, up to 30 documents, a probability per document. Apache-2.0.

Every code file in a pull request, judged against Uncle Bob's Clean Code by TypeSafe's Jev, then reviewed by Luna. Built on eve and Next.js.