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Local Jev-compatible evaluation server: POST /v1/systemone with typed noul/choice/score, open weights, no waitlist No repository-level license file was found during review.

Local Jev-like System One decision layer that returns typed choices and calibrated confidence without a hosted API.

DiffusionGemma NVFP4 structured decisions on a DGX Spark: container recipe No repository-level license file was found during review.

The open, local take on Jev: typed decisions from an LLM, without generating a single token

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

LIBERO robot-control environment where Jev chooses fine-grained actions using task state and physics previews.

Systematic-review extraction app where Jev answers structured review forms and points reviewers to quoted source lines.

Chrome extension where Jev labels X posts by content type and judges which posts should be hidden.

Chrome extension where Jev scores and labels X posts with typed judgments and a live local cost counter.

Grok Bot integration where Jev applies usage gates and routes requests before the generative model runs.

Hermes plugin and skill suite using Jev for model routing, skill selection, memory filtering, compaction, and GUI actions.

Self-hosted Jev-compatible System One server backed by GLiNER-family models, with batching and typed question support.

Read-only Gmail triage app where Jev assigns each message a tray, urgency score, and human-authorship judgment.

Tax-document classifier where Jev selects an IRS form and page kind from extracted PDF text.

Native macOS automation loop where Jev chooses the next GUI action from OCR, accessibility, and OmniParser observations.

Claude Code plugin where Jev decides which project rules apply to each prompt and edited file.

Semantic grep CLI where Jev judges which files and exact line ranges match a natural-language code query.

Adapter that turns local language models into Jev-style Choice, Score, and Noul decision engines with typed probabilities.

Local Jev-compatible System One API that converts typed questions into DiffusionGemma classification prompts and probabilities.

Open-model Jev-style server that reads next-token logits to return typed choices, rubric scores, and truth judgments.

Pi extension with a batched Jev evaluation tool, terminal playground, and typed API for other extensions.

Text linter that uses Jev Score judgments to evaluate strings embedded in source code against configurable writing rules.

CLI that uses Jev task classification to choose and launch Cursor, Claude Code, Codex, or OpenCode with an appropriate model and effort level.

Claude Code and Codex hooks that ask Jev which parts of long shell output remain relevant before sending them into model context.

ACP and MCP adapter that exposes Jev typed decisions and computer-use actions to Codex, Claude, OpenCode, and other agents.

Jev-compatible API server built on open models and SGLang, with prefill-only inference and typed decision endpoints.

Trainable family of small Qwen-based Jev-like decision models with typed primitives, datasets, evaluation tools, and local inference.

Record-linkage toolkit for Python, CLI, Stata, and R: Jev judges record pairs against a plain-English matching rule and returns auditable probabilities.

Selects source-linked evidence within a token budget using Jev relevance judgments plus local diversity-aware selection.

Recruiting-screening demo that combines deterministic date and eligibility checks with Jev judgments to route resumes for review or rejection.

Experimental Playwright library for natural-language browser automation, using Jev to turn page state and instructions into typed actions.

Approval gate for Claude Code and Codex: intercepts tool calls, gets a Jev risk judgment, then applies a versioned local allow/deny policy.

Specification-driven semantic verification engine that uses Jev to check AI-generated code and specs against explicit requirements.

MCP router for Codex that uses Jev to select an external tool on demand instead of exposing the agent to every tool schema.

Pi model router that uses Jev task classification and a measured Pareto frontier over quality, cost, and latency to select an OpenRouter model.

Semantic code search CLI and MCP server: Jev scores authorized repository excerpts and returns exact file paths and line numbers to coding agents.

Decision plugin for DeepSeek Harness and iPolloWork that lets OpenCode, Codex, and other agents use Jev to select tools, skills, and task owners and evaluate outputs.

Rails-native Jev wrapper that turns typed, calibrated decisions into application control flow.

Open local System One implementation for NVIDIA DGX Spark, with a Qwen3-based model, Jev-compatible API, architecture notes, and evaluation tooling.

Community Go client for the TypeSafe System One API with typed question builders, retries, examples, and jev-latest as the default model.