CLI・パイプライン

104 · 各項目の確認根拠をご覧ください。掲載は独立した実行検証を意味しません。

• SemDecide

  sharziki · CLI・パイプライン

  テキストや JSONL を判定・分類・採点・フィルタリングする Python CLI。

• TypeSafe AI Playground

  markjaquith · CLI・パイプライン

  医療情報の検査、コメント確認、語調分析、業種・職業分類を試せる Rust CLI。

• jev-cli

  tumf · CLI・パイプライン

  テキストや JSON を Jev で判断する CLI と stdio MCP サーバー。

• jev-cli

  jtsang4 · CLI・パイプライン

  文章や JSON を入力し、Jev に分類・Yes/No・評価を質問する CLI。

• jev-code

  rhighs · CLI・パイプライン

  Jev が AST の要素を選んで Python や Bash を組み立てる実験的 CLI。単独の判断コマンドも備える。

• jevscript

  amberwhitehead · CLI・パイプライン

  意味判断を言語の原語にする初期実験。現状の実装は Jev 要求のバッチ化検証スクリプト。

• orchestkit

  yonatangross · CLI・パイプライン

  OrchestKit は任意で Jev にコーディングセッションを分類させ、閾値を満たすと表示色に使う。

• jev-cli

  Nasrallah-AL · CLI・パイプライン

  検証・分類・評価の質問を文章入力やスクリプトへ接続する jevctl CLI。

• rift

  exYze · CLI・パイプライン

  Rust 製コーディング端末 Rift にある、任意の TypeSafe 判断クライアント。

• jev-axi

  shiftynick · CLI・パイプライン

  Jev の pick、rate、check、rank、triage、guard を使う CLI。Agent のツール実行前 hook にも対応する。

• jev-superpowers

  AkashPriyadarshii · CLI・パイプライン

  コーディングエージェント向けの体系的開発フレームワークであり、依存関係検証、完了判定ゲート、デバッグ分岐に Jev を活用します。

• jev-shell-history

  mrnugget · CLI・パイプライン

  Jev を利用して Zsh の履歴候補を文脈に合わせてランク付けし、Fish スタイルのインライン補完を表示する CLI ツールです。

• pr-sieve

  Thestral12 · CLI・パイプライン

  `.jev.yml` の規則を Jev の質問にし、数値で fail / comment / pass を決める GitHub Action。

• foreman

  thruwire · CLI・パイプライン

  作業者の diff・ログ・テストを読み、Jev の Noul で停滞・逸脱・検証を判断し、Python 方針で介入する監督ループ。

• slopcheck-jev

  harshpuri84 · CLI・パイプライン

  A prose linter that catches AI writing tells. Regex settles the 18 a pattern can settle. Jev takes the 15 that need reading, as 15 Nouls in one call, 604 ms median. It ships as a Claude Code `Stop` hook that scores Claude's own output after every turn and warns rather than blocks.

• ask-jev

  logicrw · CLI・パイプライン

  Ultra-fast, fail-open advisory decisions and verbatim extractive reading view for AI coding agents and CLI pipelines

• slop-grader

  lukstei · CLI・パイプライン

  Rule-based CLI and agent skill that evaluates text and markdown files against custom rulesets for AI slop, grammar, and technical doc quality using Jev scores and line-by-line violation flags, then guides an AI agent to auto-fix violations.

• paper-radar-jev

  LYchoon · CLI・パイプライン

  An automated research paper radar that fetches the latest papers from arXiv, evaluates their relevance to a configurable research profile using TypeSafe AI, and ranks them by relevance score. Designed for personalized, daily literature discovery across different research domains.

• jgrep

  keltokhy · CLI・パイプライン

  Filters text, structured records, functions, and diff hunks against plain-English descriptions using Jev Noul judgments.

• jev-align

  sutro-sh · CLI・パイプライン

  1. Evaluates the configured dataset and measures uncertainty. 2. Selects ambiguous rows plus a random audit sample for you to label. 3. Uses your accumulated labels and optional rationales to run GEPA. 4. Shows the score, certainty change, and proposed definition diff. 5. Lets you accept, reject, rewind, or resume later.

• jev-oas-sentinel

  ShuhanSun · CLI・パイプライン

  JEV never writes a review or changes a specification. It returns typed decisions and probabilities; deterministic Python code decides whether to pass, request review, or block.

• jgrep

  kyu1204 · CLI・パイプライン

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

• jsort

  keltokhy · CLI・パイプライン

  Ranks text along a plain-English criterion using pairwise Jev Noul comparisons and a locally fitted Bradley-Terry scale.

• jev-skill-suggester

  win4r · CLI・パイプライン

  A Python CLI and Codex Skill that recommends a suitable installed skill for the current task using TypeSafe Jev Choice and Noul checks without executing candidate skills.

• jevmetrics

  ishantanu · CLI・パイプライン

  Use it to assess unfamiliar instrumentation, review candidates for reduced retention, and selectively filter metrics before they reach a primary backend. Inference runs asynchronously, and cached assessments let subsequent batches use the same decision without another API call.

• jev-mode

  ddfeyes · CLI・パイプライン

  I kept watching coding agents burn context on decisions that aren't hard - triage 400 tickets, tag 600 files, route to one of six teams. jev-mode moves those verdicts to a typed-judgment model. I A/B'd it: 78% fewer tokens, 16x less work-attributable input, accuracy 96.1% vs 93.7%. Python, no deps, MIT.

• jev-console

  wenchenxi · CLI・パイプライン

  Jev does not generate text. You send it a **state** plus a set of **typed questions**, and it answers each one with a typed value and a calibrated probability:

• jev-assist

  glud123 · CLI・パイプライン

  Don't burn your expensive main model on grep-and-guess grunt work — let jev rank the whole repo, and save the main model for reading the right files and writing the right code.

• jev-frontier-100

  softpudding · CLI・パイプライン

  **Jev scores 77.0%; Qwen3.5 2B with a 2,048-token thinking budget scores 82.0%; Qwen3.5 4B with the same budget scores 96.7%.** This small benchmark makes Jev's observed reasoning limits tangible through nine local-model settings.

• jev-lint

  mizchi · CLI・パイプライン

  lint text in code by jev scorerer

• ego-jev

  ZephyrDeng · CLI・パイプライン

  Jev (TypeSafe System One) inner loop for ego-browser — one ~0.4s typed decision per DOM step instead of an LLM turn. Agent skill for ego lite.

• pytest-jev

  allebee · CLI・パイプライン

  Extra state goes in `context`, such as a policy or the documents a RAG app retrieved. A claim can name it in backticks:

• VideoAdGuard-Jev

  xianggelila177 · CLI・パイプライン

  This project integrates Jev to provide structured decisions for its workflow. See the repository for implementation details.

• jev-planner

  rxova · CLI・パイプライン

  With **N** agents, `--mode ultra` makes **2N + 1** agent calls: drafts, reviews, and final synthesis, plus **N** if Jev requests another review. The default `balanced` makes as few as **N + 1** and never more than `ultra`; `fast` makes **N**, or **N + 1** when it merges. Each Jev evaluation is a separate TypeSafe call.

• jevyoumean

  syumai · CLI・パイプライン

  Unlike an edit-distance `Did you mean?`, `jym` matches on *intent*: it hands Jev the candidate subcommand names plus their help descriptions. `remove → rm`, `list → ps`, `undo → restore` are close in meaning but far in spelling — that is the gap this experiment targets.

• jev-yaba-wechat

  wuxie888 · CLI・パイプライン

  This project integrates Jev to provide structured decisions for its workflow. See the repository for implementation details.

• prompt2jev

  sumleo · CLI・パイプライン

  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

• jevopt

  Ramneet-Singh · CLI・パイプライン

  Making intelligent compiler optimisation decisions with Jev

• jev-linkedin-slop-filter

  Arpit-Khandelwal · CLI・パイプライン

  Judges every LinkedIn post as it scrolls into view and slams a rubber stamp on it — **BAIT**, **CORP**, or **BRAG** — with the confidence score printed on the stamp. The post stays readable underneath.

• jev-model-router

  gualican · CLI・パイプライン

  Routes prompts to the right Claude tier (Haiku/Sonnet/Opus) using TypeSafe's Jev model

• typesafe-jev-incident-router

  kyle-chalmers · CLI・パイプライン

  Confidence-gated incident routing with TypeSafe Jev

• jevgrep

  allebee · CLI・パイプライン

  On the bundled sample (`examples/sample.log`, 200 lines):

• jevcheck

  sathariels · CLI・パイプライン

  Probabilities and model versions move. A raw `0.94` is not a release decision. jevcheck records a **production contract** (baseline model + fixtures + expected answers) and evals a candidate against that fixture.

• jev-skills

  WanLanglin · CLI・パイプライン

  Claude Code & Codex skills powered by Jev, TypeSafe's System One model. 256 calibrated judgements for $0.0005 in 0.72s — 360x cheaper than Claude Opus 5. Includes the first published Jev calibration curve, measured on 4,995 real agent decisions.

• jev-calibrate

  smkrv · CLI・パイプライン

  Jev is the typed-decision model from TypeSafe: it takes a `state` and a set of questions (`noul`, `choice`, `score`) and returns probabilities instead of text. How well a question works depends on its wording, on your data and on the threshold you cut at, and none of the three can be read off a single good-looking answer.

• typesafe-jev-tools

  wotai-dev · CLI・パイプライン

  A Claude Code hook that asks whether the decision you are writing needs a model at all. Includes a measured 149-row comparison of TypeSafe Jev against Claude Haiku 4.5.

• jev-browser-skill

  wanghai673 · CLI・パイプライン

  This Codex Skill lets Codex drive Chrome through Jev to complete multi-step browser tasks from a goal description with preset inputs.

• codex-jev-preflight

  wellkilo · CLI・パイプライン

  Fail-open Codex UserPromptSubmit hook that injects TypeSafe Jev pre-task routing metadata.

• jev-router

  AABBAASS1 · CLI・パイプライン

  Route any task to the right AI agent in under 1 second using Jev (TypeSafe System One). Supports Claude, ChatGPT, Cursor, and Antigravity with auto-launch on macOS, Windows, and Linux.

• jevsearch

  kylemclaren · CLI・パイプライン

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

• jev-zork

  Resadan-dev · CLI・パイプライン

  Jev (TypeSafe System One) plays Zork I: one Choice per move over Jericho's valid actions, with its confidence on display. French dashboard.

• jev-test-filter

  mizchi · CLI・パイプライン

  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

• jev-cli

  joshLong145 · CLI・パイプライン

  A CLI wrapper written in python for Jev

• jev-blindspot

  jsk4581 · CLI・パイプライン

  A side panel for Claude Code and Codex CLI that shows the blind spots of each prompt you submit: what the request would have needed to consider and shows no sign of. Jev decides, in one call per prompt, whether the prompt is worth a second look; only then does the agent's own headless mode read the project and return the items. Nothing blocks the prompt, nothing is added to the session.

• JevRev

  Alex314618-create · CLI・パイプライン

  Your LLM can imagine, write, test, and revise. It should not have to make every cheap routing decision by itself.

• typesafe-jev-calibrate-for-code-review

  Selmar · CLI・パイプライン

  About calibrating Jev for code reviews

• jev-triage

  boldbug1 · CLI・パイプライン

  Message triage CLI in Go, built on the Jev decision model from TypeSafe AI. Categorizes messages, scores urgency, and flags low-confidence ones for human review.

• Jev_steer_or_queue

  Larkspur-Wang · CLI・パイプライン

  Let TypeSafe Jev decide whether a message you send mid-turn should steer, queue, or interrupt your coding agent. Claude Code plugin; Codex CLI in testing.

• jevcode

  miounet11 · CLI・パイプライン

  This repository provides an Astro-based multilingual documentation site explaining Jev's Choice, Score, and Noul decision primitives with architecture patterns and usage examples.

• jev-toto

  maxlibin · CLI・パイプライン

  Counting and comparison happen in Rust, because Jev is documented as unreliable at arithmetic. Jev receives per-number facts plus plain-English labels and answers two questions per number in one request: a yes/no probability for "drawn in the next draw" and a five-level cold-to-hot score with confidence. Module layout and commands are in `CLAUDE.md`.

• typesafe-jev-plugin

  arnab621 · CLI・パイプライン

  Jev from Typesafe.ai is a "System One" AI model that returns **typed, calibrated judgments** instead of generating text. You define what to classify (a Choice), score (a Score), or verify (a Noul), and Jev returns a structured answer with a probability distribution — fast, cheap, and directly consumable by code.

• jev-tmmluplus-eval

  lianghsun · CLI・パイプライン

  Jev is not a chat model. You hand it a `state` plus a map of typed questions, and it returns one typed answer each — with calibrated probabilities and **no generated text**.

• jev-pokemon

  christianmat · CLI・パイプライン

  Jev, an AI decision model, plays Pokémon Red. It beat the game in 37h 40m.

• jev-rules

  EliaAlberti · CLI・パイプライン

  **New in 0.5.0:** [one line under each prompt](#in-the-conversation) names the rules Claude was given and Jev's score for each, and the [rules pane](#the-rules-pane) switches on with one answer: the first time Jev picks a rule, Claude asks whether you want it.

• jev-browse

  danielnc · CLI・パイプライン

  Fast, cheap browser sub-tasks for Claude and other agents: TypeSafe Jev decisions on top of browser-harness

• OneJev

  OmniJev · CLI・パイプライン

  🚀🚀 A multimodal System One decision model that gives calibrated answers to typed questions about screens, photos, video and text in one forward pass.

• jev-demo

  kiler398 · CLI・パイプライン

  This project integrates Jev to provide structured decisions for its workflow. See the repository for implementation details.

• hermes-jev

  DoGMaTiiC · CLI・パイプライン

  Hermes Agent plugin: route each turn to the one skill that fits, via TypeSafe Jev on the Vercel AI Gateway. Fail-open, opt-in, stdlib only.

• jev-qa-demos

  gauravkhuraana · CLI・パイプライン

  Demos for the video "Jev explained for testers": TypeSafe AI's System One model, called through **Vercel AI Gateway** with the AI SDK's `experimental_evaluate`.

• jev-agent-tools

  jkudish · CLI・パイプライン

  Jev transport/provider layer: multi-provider transport layer that supports fail-closed validation. Used by jkudish/jev-browser and jkudish/jev-mcp.

• Jev_Onco_Statistical_Hierarchy

  SampleBias · CLI・パイプライン

  New prepares use `molecular-origin-v6`. The Choice, the two gated checks, and five boundary checks share the evidence and cannot read each other's answers. Boundary answers are reported with the result. Gates still use the leading score, its margin, sufficiency, and conflict. The parent of the leading class is a local lookup on the taxonomy. A request may use Jev's window: 64k tokens for the call, and 32k for the evidence plus the longest question.

• claude-jev-funnel

  Shakibuzzaman3104 · CLI・パイプライン

  Claude Code plugin + zero-dependency CLI for TypeSafe's Jev: judge items in bulk with calibrated yes/no, pick-one and rubric answers; handle the confident ends in code, review only the uncertain band.

• here-we-go-jev

  creativoma · CLI・パイプライン

  The smoke test and the experiments call real APIs and cost a fraction of a cent per run. The experiments need the server running.

• fuzzy-jev

  dsaad68 · CLI・パイプライン

  Ask Jev typed questions about text and get calibrated probabilities back, then turn them into decisions with fuzzy rules (AND, OR, NOT, hedges, Mamdani outputs) and draw the rule base as SVG. A CLI and a Rust library (native and wasm32).

• jev-route

  huzeyfe07 · CLI・パイプライン

  Async, typed intent & tool routing for Python agents: Jev decides, a confidence gate stops weak decisions before they reach a privileged tool.

• openjev

  lookski · CLI・パイプライン

  Turn any local LLM into a Jev-style System One decision engine: type-safe answers with raw softmax probabilities. 100% offline, zero API cost.

• r2r-jev

  Thneoly · CLI・パイプライン

  Jev turns unstructured state into typed probabilistic decisions. Evidence Admission decides which observations are eligible to enter governance. R2R turns admitted evidence and events into persistent, replayable relation state.

• hey-jev

  henryklunaris · CLI・パイプライン

  Open, quit, hide, minimise or switch to apps, open a new browser tab or a website ("open youtube.com in Brave"), Mac volume up / down / mute / set, Spotify volume, play / pause / next / previous, dark mode, lock or sleep the Mac. Two things in one sentence work too: "pause Spotify and open Slack".

• pi-jev-model-router

  da-vinci-noob · CLI・パイプライン

  Route pi prompts to task-appropriate model tiers with TypeSafe Jev typed judgments. Budget-aware, with automatic fallback.

• tryjev

  sugarforever · CLI・パイプライン

  A playground for Jev, TypeSafe AI's fast decision model: preset scenarios on the left, an editable state plus typed questions in the middle, typed answers with probabilities on the right. Bring your own key and pick a provider: OpenRouter (`typesafe/jev-1.13`, `alpha.decisions`), Vercel AI Gateway (`typesafe-ai/jev`, AI SDK `experimental_evaluate`) or TypeSafe's own API (`jev-latest`, `POST /v1/systemone`).

• jevcut

  VBS2004 · CLI・パイプライン

  Auto-clipper that turns long videos (podcasts, talks, essays, comedy) into short standalone clips for Shorts, Reels and TikTok. Code lists every possible cut; an AI judge picks where each clip starts and ends. Benchmarked on 38 hand-labelled videos.

• jev-arena

  Eliot5566 · CLI・パイプライン

  That's the whole bot. No code, no coordinates, no if-statements.

• jev-skill

  marcodicesare-dev · CLI・パイプライン

  Jev skill for Claude Code and Codex: TypeSafe System One guide, Python CLI, 5 tested recipes, and findings from 19,367 Jev calls.

• cursor-clijev-compaction

  kleosr · CLI・パイプライン

  TypeSafe Jev-scored context recovery for Cursor CLI (agent). Capture tool I/O, score keep/drop, re-inject after native compact.

• jev-switch

  ARCJ137442 · CLI・パイプライン

  This project integrates Jev to provide structured decisions for its workflow. See the repository for implementation details.

• jev-kiyafet-bul

  selmakcby · CLI・パイプライン

  Kod yerleri: `lib/filtre.ts` (Adım 1), `lib/regex.ts`, `lib/daralt.ts`, `lib/sirala.ts` (Adım 2 + sıralama), `lib/ara.ts` (hat), `lib/jev.ts` (istemci), `lib/kota.ts`, `app/api/ara/route.ts`, `components/` (arayüz).

• Codex-Jev

  PhilippElhaus · CLI・パイプライン

  VS Code Codex Plugin for Jev-gated tool output integration

• jevcache

  kushals256 · CLI・パイプライン

  MorrowCache — skip the chat call when the question is the same. OpenAI-compatible proxy. npm: @kushalicious/jevcache

• xscout-jev

  ethan-ab · CLI・パイプライン

  xscout works for fields that are active on X: tech, AI, developer tools, crypto, finance, media, politics. Some markets barely post there; `validate --online` tells you early when most of the accounts you care about are missing or quiet.

• Jev-Desktop

  jacks3tr · CLI・パイプライン

  Jev Desktop lets AI agents use Windows applications through MCP or the command line. Hand off a task and let Jev observe windows, choose controls, type supplied text, and navigate locally. Your agent gets the result or a request for help instead of handling every click.

• jev-handson

  jkf87 · CLI・パイプライン

  Jev 특강 실습 코드(1~3강): TypeSafe Jev를 Claude Code·Codex·OpenClaw에 붙이는 스킬·훅·라우터·활용 예제

• jev-php

  f-lombardo · CLI・パイプライン

  `ScoreAnswer::score` is a probability-weighted numeric score across the provided levels.

• jev-tools

  NomenAK · CLI・パイプライン

  Six evidence-oriented tools for pi and omp coding agents, compatible with the Jev API format.

• jevault

  taichocop · CLI・パイプライン

  Jevault suggests existing destination folders. You can explicitly select a suggestion and confirm a manual move of the classified note. Jevault never moves notes automatically.

• jev-local

  tapsin · CLI・パイプライン

  JEV-Local: System-1 decision engine for local LLMs. Mimics TypefAI JEV: structured choices only, no chatter, calibrated confidence. Works with Ollama, vLLM, llama.cpp, LM Studio.

• Codex_ChatGPT_JEV_Switch

  FlyPig23 · CLI・パイプライン

  This project integrates Jev to provide structured decisions for its workflow. See the repository for implementation details.

• jev-for-splunk

  sispehar · CLI・パイプライン

  Splunk app: the | jev search command asks TypeSafe Jev typed questions about your events and adds calibrated probabilities, choices and scores as fields, cached in the KV store.

• Jevometry

  Kunyanli230 · CLI・パイプライン

  an Information-Geometric Analysis Toolkit for any System-one (Jev, Jevlike) agent systems

• jevkit

  MaxIvanyshen · CLI・パイプライン

  Self-hosted Jev (TypeSafe) tools for coding agents: /ask classification and /review diff triage, with CLIs, agent skills, and a Pi tool

• github-star-classifier-jev

  mrkpatchaa · CLI・パイプライン

  Classify your GitHub stars into GitHub Lists with TypeSafe Jev, and review stars worth dropping

• jev-gate

  adamwdff · CLI・パイプライン

  This project integrates Jev to provide structured decisions for its workflow. See the repository for implementation details.

• jev-buzzword-rush

  pochang6 · CLI・パイプライン

  A 25-second IT buzzword game to feel how fast and cheap Jev (TypeSafe System One) is — code + Jev only, no LLM.

• skillranker

  Dicklesworthstone · CLI・パイプライン

  Coding Agent（Claude Code 等）向けの Rust 製 CLI。Jev の型付き判定を用いてセッション文脈を評価し、最適な Skill を選定・ランク付けする。

• jev-chat-jarvis-mac

  jev-chat · CLI・パイプライン · 連携プロジェクト · Jev の実装あり · 実装資料と説明資料

  macOS chat overlay copilot that reads the current conversation and calls Jev to judge intent, risk, and reply suggestions.