CLI & Pipelines

104 · Read each entry’s review basis; inclusion does not establish independent execution.

• SemDecide

  sharziki · CLI & Pipelines

  A Python CLI for semantic predicates, routing, scoring and filtering over text or JSONL.

• TypeSafe AI Playground

  markjaquith · CLI & Pipelines

  Rust CLI experiments for health-information screening, comment review, tone analysis and business or occupation classification.

• jev-cli

  tumf · CLI & Pipelines

  A CLI and stdio MCP server for typed Jev judgments over text or JSON.

• jev-cli

  jtsang4 · CLI & Pipelines

  A CLI for asking Jev classification, yes/no and scoring questions over text or JSON input.

• jev-code

  rhighs · CLI & Pipelines

  An experimental coding CLI where Jev selects AST productions for Python or Bash, with a separate command-line decision mode.

• jevscript

  amberwhitehead · CLI & Pipelines

  An early language experiment whose current implementation is a Jev request-batching spike.

• orchestkit

  yonatangross · CLI & Pipelines

  OrchestKit can optionally use Jev to classify coding sessions and set their colors when confidence meets a threshold.

• jev-cli

  Nasrallah-AL · CLI & Pipelines

  The jevctl command-line tool connects verification, classification and scoring questions to text input and scripts.

• rift

  exYze · CLI & Pipelines

  An optional TypeSafe decision client in the Rust coding terminal Rift for bounded Jev judgments.

• jev-axi

  shiftynick · CLI & Pipelines

  A CLI for Jev pick, rate, check, rank, triage, and guard tasks, with optional hooks before Agent tool calls.

• jev-superpowers

  AkashPriyadarshii · CLI & Pipelines

  Software development framework for coding agents enhanced with Jev for dependency vetting, completion gates, and debugging decisions.

• jev-shell-history

  mrnugget · CLI & Pipelines

  Fish-style Zsh history suggestion tool ranked by Jev, ordering candidate commands from local history based on context.

• pr-sieve

  Thestral12 · CLI & Pipelines

  A GitHub Action that compiles `.jev.yml` rules into Jev questions and fails, comments, or passes from the numbers.

• foreman

  thruwire · CLI & Pipelines

  An independent supervisor loop that reads worker diffs, logs and tests, asks Jev Nouls about stuck / off-track / verify, then applies a Python policy.

• slopcheck-jev

  harshpuri84 · CLI & Pipelines

  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 & Pipelines

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

• slop-grader

  lukstei · CLI & Pipelines

  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 & Pipelines

  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 & Pipelines

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

• jev-align

  sutro-sh · CLI & Pipelines

  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 & Pipelines

  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 & Pipelines

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

• jsort

  keltokhy · CLI & Pipelines

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

• jev-skill-suggester

  win4r · CLI & Pipelines

  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 & Pipelines

  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 & Pipelines

  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 & Pipelines

  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 & Pipelines

  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 & Pipelines

  **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 & Pipelines

  lint text in code by jev scorerer

• ego-jev

  ZephyrDeng · CLI & Pipelines

  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 & Pipelines

  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 & Pipelines

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

• jev-planner

  rxova · CLI & Pipelines

  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 & Pipelines

  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 & Pipelines

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

• prompt2jev

  sumleo · CLI & Pipelines

  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 & Pipelines

  Making intelligent compiler optimisation decisions with Jev

• jev-linkedin-slop-filter

  Arpit-Khandelwal · CLI & Pipelines

  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 & Pipelines

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

• typesafe-jev-incident-router

  kyle-chalmers · CLI & Pipelines

  Confidence-gated incident routing with TypeSafe Jev

• jevgrep

  allebee · CLI & Pipelines

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

• jevcheck

  sathariels · CLI & Pipelines

  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 & Pipelines

  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 & Pipelines

  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 & Pipelines

  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 & Pipelines

  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 & Pipelines

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

• jev-router

  AABBAASS1 · CLI & Pipelines

  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 & Pipelines

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

• jev-zork

  Resadan-dev · CLI & Pipelines

  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 & Pipelines

  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 & Pipelines

  A CLI wrapper written in python for Jev

• jev-blindspot

  jsk4581 · CLI & Pipelines

  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 & Pipelines

  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 & Pipelines

  About calibrating Jev for code reviews

• jev-triage

  boldbug1 · CLI & Pipelines

  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 & Pipelines

  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 & Pipelines

  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 & Pipelines

  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 & Pipelines

  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 & Pipelines

  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 & Pipelines

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

• jev-rules

  EliaAlberti · CLI & Pipelines

  **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 & Pipelines

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

• OneJev

  OmniJev · CLI & Pipelines

  🚀🚀 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 & Pipelines

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

• hermes-jev

  DoGMaTiiC · CLI & Pipelines

  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 & Pipelines

  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 & Pipelines

  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 & Pipelines

  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 & Pipelines

  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 & Pipelines

  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 & Pipelines

  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 & Pipelines

  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 & Pipelines

  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 & Pipelines

  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 & Pipelines

  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 & Pipelines

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

• tryjev

  sugarforever · CLI & Pipelines

  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 & Pipelines

  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 & Pipelines

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

• jev-skill

  marcodicesare-dev · CLI & Pipelines

  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 & Pipelines

  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 & Pipelines

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

• jev-kiyafet-bul

  selmakcby · CLI & Pipelines

  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 & Pipelines

  VS Code Codex Plugin for Jev-gated tool output integration

• jevcache

  kushals256 · CLI & Pipelines

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

• xscout-jev

  ethan-ab · CLI & Pipelines

  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 & Pipelines

  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 & Pipelines

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

• jev-php

  f-lombardo · CLI & Pipelines

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

• jev-tools

  NomenAK · CLI & Pipelines

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

• jevault

  taichocop · CLI & Pipelines

  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 & Pipelines

  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 & Pipelines

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

• jev-for-splunk

  sispehar · CLI & Pipelines

  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 & Pipelines

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

• jevkit

  MaxIvanyshen · CLI & Pipelines

  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 & Pipelines

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

• jev-gate

  adamwdff · CLI & Pipelines

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

• jev-buzzword-rush

  pochang6 · CLI & Pipelines

  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 & Pipelines

  A standalone Rust CLI powered by TypeSafe Jev that ranks agent skills for the next step using live session context, with local safeguards and feedback.

• jev-chat-jarvis-mac

  jev-chat · CLI & Pipelines · Integration · Jev implementation · Implementation and descriptive material

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