All decision model projects

Local browser agent that picks each step's operation and element with a Jev-shaped model such as a fine-tuned Laya, no cloud needed.

Jev as a calibrated reranker: query plus up to 30 documents in one call, one relevance Noul per document, benchmarked on BEIR.

Local open alternative to Jev using a 1.58-bit ternary 8B model to answer booleans, choices, scores and Pydantic extraction in ~25 ms.

TypeSafe Jev provider for the SwiftDecision framework, returning validated probability distributions through its DecisionBackend protocol.

macOS menu-bar Swift app that turns on-device transcribed speech into Jev typed decisions and macOS actions, confirming hard-to-undo steps.

WordPress plugin connecting sites to Jev, with PHP helpers for choice, score and yes/no decisions plus a REST proxy and JS client.

Self-hosted PR review platform pairing an LLM narrative with a /v1/systemone decision engine for 6 rubric scores and 8 yes/no merge gates.

Runnable Jev samples: README checks, AGENTS.md readiness, PR triage, MovieLens next-watch ranking and issue triage, with measured runs.

Janus (formerly calibre): measures on your data the confidence threshold at which a small model like Jev should defer to a larger one.

Claude Code PreToolUse layer where Jev answers YAML-defined questions about each tool call, with 19 hard rules and calibration runs.

DeepSeek Harness plugin that registers a native jev_decide tool and declares its own policy for when the agent should ask Jev.

Browser 1v1 sniper arena where Jev reads match state about 9 times a second and chooses movement, aim, ADS, firing and jumping.

Instrumented 2048 web lab where every move is a Jev Choice over four directions, with probabilities, latency and cost shown live.

Agent Zero plugin adding a typesafe_query tool that asks Jev Choice, Noul and Score questions and shows probability cards in chat.

Coding-agent hook that asks Jev one yes/no per project rule on every edit or turn and makes the agent fix any violation.

Gateway that checks agent tool calls with policy plus Jev evidence, then binds approval to a single-use permit for that exact action.

Go integration bringing TypeSafe Choice, Score and Noul to Google's adk-go agents, with a typed client, routing agent and callbacks.

MCP proxy and hooks that screen agent tool calls before they run and their results before the agent reads them, using Jev judgments.

Rust CLI for desktop computer use via accessibility trees, with optional jev-desktop scripts letting Jev pick the control and action.

Claude Code and Codex skill that routes a task to one of 27 specialist roles, with an optional Jev engine for catalog selection.

MCP server giving coding agents fast typed decisions (ship gates, risk checks, file triage, page checks) as accept, review or escalate.

Xano backend template where Jev judges each agent tool call as safe, needs review or dangerous, and uncertain calls wait for a human.

Glue that turns one Linux machine into a team of coding agents, with Jev making typed calls like who builds a task and whether it may merge.

Standalone adapter turning bounded Agent-Workflow evidence into Jev Choice, Noul and Score receipts while the host keeps policy.

Open-source team agent platform for Slack, GitHub and more that asks Jev once per session which agent runtime and model to use.

Workflow DSL for existing agents that uses Jev for the steps that are decisions and calls an agent only when investigation is needed.

Model router where Jev classifies each request's task family and code picks the cheapest capable model on a cost Pareto chain.

Codex hook that compacts large command and tool outputs, using Jev to rank which chunks matter and keeping the full output retrievable.

Free hosted Jev-style multimodal decision model API (about 20B active) that picks actions from images and options, aimed at robot control.

DuckDB extension adding decide_probability, decide_choice and decide_score SQL functions backed by Jev or local open decision models.