CLI 및 파이프라인

104 · 각 항목의 검토 근거를 확인하세요. 수록은 독립적인 실행 검증을 뜻하지 않습니다.

• SemDecide

  sharziki · CLI 및 파이프라인

  텍스트나 JSONL을 판단·분류·채점·필터링하는 Python CLI.

• TypeSafe AI Playground

  markjaquith · CLI 및 파이프라인

  의료정보 검사, 주석 검토, 어조 분석, 업종·직업 분류를 실험하는 Rust CLI다.

• jev-cli

  tumf · CLI 및 파이프라인

  텍스트나 JSON을 Jev로 판단하는 CLI 및 stdio MCP 서버.

• jev-cli

  jtsang4 · CLI 및 파이프라인

  텍스트나 JSON으로 Jev에 분류·예/아니요·평가 질문을 보내는 CLI.

• jev-code

  rhighs · CLI 및 파이프라인

  Jev가 AST 요소를 골라 Python이나 Bash를 구성하는 실험적 CLI로, 별도 판단 명령도 제공한다.

• jevscript

  amberwhitehead · CLI 및 파이프라인

  의미 판단을 언어 기본 요소로 삼는 초기 실험으로 현재 구현은 Jev 요청 배치 검증 스크립트다.

• orchestkit

  yonatangross · CLI 및 파이프라인

  OrchestKit은 선택적으로 Jev로 코딩 세션을 분류하고 임계값을 충족하면 표시 색상에 반영한다.

• jev-cli

  Nasrallah-AL · CLI 및 파이프라인

  검증·분류·평가 질문을 텍스트 입력과 스크립트에 연결하는 jevctl CLI.

• rift

  exYze · CLI 및 파이프라인

  Rust 코딩 터미널 Rift에 포함된 선택적 TypeSafe 판단 클라이언트.

• jev-axi

  shiftynick · CLI 및 파이프라인

  Jev의 pick, rate, check, rank, triage, guard를 사용하는 CLI로 Agent 도구 실행 전 hook도 제공한다.

• jev-superpowers

  AkashPriyadarshii · CLI 및 파이프라인

  의존성 검증, 완료 게이트, 디버깅 분기 제어에 Jev를 결합한 코딩 에이전트용 체계적 개발 프레임워크입니다.

• jev-shell-history

  mrnugget · CLI 및 파이프라인

  Jev를 사용하여 Zsh 로컬 기록 명령어를 문맥에 맞게 순위 매겨 인라인 제안을 제공하는 터미널 도구입니다.

• pr-sieve

  Thestral12 · CLI 및 파이프라인

  `.jev.yml` 규칙을 Jev 질문으로 바꿔 숫자로 fail, comment, pass를 정하는 GitHub Action.

• foreman

  thruwire · CLI 및 파이프라인

  작업자의 diff, 로그, 테스트를 읽고 Jev Noul로 멈춤, 이탈, 검증을 판단한 뒤 Python 정책으로 개입하는 감독 루프.

• slopcheck-jev

  harshpuri84 · CLI 및 파이프라인

  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 및 파이프라인

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

• slop-grader

  lukstei · CLI 및 파이프라인

  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 및 파이프라인

  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 및 파이프라인

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

• jev-align

  sutro-sh · CLI 및 파이프라인

  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 및 파이프라인

  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 및 파이프라인

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

• jsort

  keltokhy · CLI 및 파이프라인

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

• jev-skill-suggester

  win4r · CLI 및 파이프라인

  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 및 파이프라인

  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 및 파이프라인

  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 및 파이프라인

  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 및 파이프라인

  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 및 파이프라인

  **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 및 파이프라인

  lint text in code by jev scorerer

• ego-jev

  ZephyrDeng · CLI 및 파이프라인

  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 및 파이프라인

  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 및 파이프라인

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

• jev-planner

  rxova · CLI 및 파이프라인

  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 및 파이프라인

  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 및 파이프라인

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

• prompt2jev

  sumleo · CLI 및 파이프라인

  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 및 파이프라인

  Making intelligent compiler optimisation decisions with Jev

• jev-linkedin-slop-filter

  Arpit-Khandelwal · CLI 및 파이프라인

  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 및 파이프라인

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

• typesafe-jev-incident-router

  kyle-chalmers · CLI 및 파이프라인

  Confidence-gated incident routing with TypeSafe Jev

• jevgrep

  allebee · CLI 및 파이프라인

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

• jevcheck

  sathariels · CLI 및 파이프라인

  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 및 파이프라인

  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 및 파이프라인

  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 및 파이프라인

  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 및 파이프라인

  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 및 파이프라인

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

• jev-router

  AABBAASS1 · CLI 및 파이프라인

  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 및 파이프라인

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

• jev-zork

  Resadan-dev · CLI 및 파이프라인

  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 및 파이프라인

  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 및 파이프라인

  A CLI wrapper written in python for Jev

• jev-blindspot

  jsk4581 · CLI 및 파이프라인

  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 및 파이프라인

  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 및 파이프라인

  About calibrating Jev for code reviews

• jev-triage

  boldbug1 · CLI 및 파이프라인

  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 및 파이프라인

  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 및 파이프라인

  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 및 파이프라인

  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 및 파이프라인

  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 및 파이프라인

  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 및 파이프라인

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

• jev-rules

  EliaAlberti · CLI 및 파이프라인

  **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 및 파이프라인

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

• OneJev

  OmniJev · CLI 및 파이프라인

  🚀🚀 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 및 파이프라인

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

• hermes-jev

  DoGMaTiiC · CLI 및 파이프라인

  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 및 파이프라인

  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 및 파이프라인

  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 및 파이프라인

  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 및 파이프라인

  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 및 파이프라인

  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 및 파이프라인

  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 및 파이프라인

  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 및 파이프라인

  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 및 파이프라인

  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 및 파이프라인

  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 및 파이프라인

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

• tryjev

  sugarforever · CLI 및 파이프라인

  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 및 파이프라인

  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 및 파이프라인

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

• jev-skill

  marcodicesare-dev · CLI 및 파이프라인

  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 및 파이프라인

  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 및 파이프라인

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

• jev-kiyafet-bul

  selmakcby · CLI 및 파이프라인

  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 및 파이프라인

  VS Code Codex Plugin for Jev-gated tool output integration

• jevcache

  kushals256 · CLI 및 파이프라인

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

• xscout-jev

  ethan-ab · CLI 및 파이프라인

  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 및 파이프라인

  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 및 파이프라인

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

• jev-php

  f-lombardo · CLI 및 파이프라인

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

• jev-tools

  NomenAK · CLI 및 파이프라인

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

• jevault

  taichocop · CLI 및 파이프라인

  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 및 파이프라인

  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 및 파이프라인

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

• jev-for-splunk

  sispehar · CLI 및 파이프라인

  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 및 파이프라인

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

• jevkit

  MaxIvanyshen · CLI 및 파이프라인

  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 및 파이프라인

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

• jev-gate

  adamwdff · CLI 및 파이프라인

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

• jev-buzzword-rush

  pochang6 · CLI 및 파이프라인

  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 및 파이프라인

  코딩 에이전트를 위한 Rust 기반 CLI 도구로, Jev 형식화 판정을 통해 실시간 세션 컨텍스트를 평가하고 후보 Skill의 순위를 매겨 선택합니다.

• jev-chat-jarvis-mac

  jev-chat · CLI 및 파이프라인 · 연동 프로젝트 · Jev 구현 포함 · 구현 및 설명 자료

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