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Jev for Python

581 curated Jev resources. Python clients, SDKs, and tools.

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  • Docs10
  • Repos & sites565
  • Videos1
  • Articles5

All 581 Jev resources for Python

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Showing 289–336 of 581 resources

hermes-jev
38GitHub stars
Async supervisory layer for Hermes Kanban workers: locked DoD contracts, evidence tracking, budgeted trajectory checks, and Jev only for unresolved semantic criteria.
Jev Agents & MCP#community#jevbest#catalog-import
Communitykeeltrace/hermes-jevPython
jev-style
16GitHub stars
Local Qwen3.5 decision models in 0.8B and 2B sizes with fitted temperatures, systemone-shaped server, playground, guard, MCP tools, and eval harness.
Jev Demos & Experiments#community#jevbest#catalog-import
Communitylawrence3699/jev-stylePython
jpp
30GitHub stars
Experimental language where questions and methods are composable values, with standalone .jpp sources run by a native Rust kernel and a Python implementation kept as reference.
Jev Integrations & Adapters#community#jevbest#catalog-import
CommunityTowow-ai/jppRust
aside-jev
8GitHub stars
Browser workflow that keeps one Aside REPL session open, compacts page observations into allowed candidates, and has Jev pick the next action with confidence checks.
Jev Demos & Experiments#community#awesomejev#catalog-import
Communityhimomohi/aside-jevPython
keys-mcode-continuous-context-browser-decision-enhancement-pack
8GitHub stars
Enhancement pack for the MiniMax Code CLI with TUI patches, continuous context renewal, a local-vLLM compaction fix, and a measured arm64 browser lane.
Jev Demos & Experiments#community#awesomejev#catalog-import
Communitydrowzeys/keys-mcode-continuous-context-browser-decision-enhancement-packPython
local-jev
17GitHub stars
Local offline System One server speaking the hosted /v1/systemone wire format, so existing SDK code runs unchanged against small on-machine models.
Jev Practices & Patterns#community#awesomejev#catalog-import
Communityamithgc/local-jevPython
eikos-arena
8GitHub stars
Paper-trading arena where Eikos-27B and Jev get the same market view and 28 typed questions every five minutes across 14 Hyperliquid perpetuals with simulated fills.
Jev Practices & Patterns#community#jevbest#catalog-import
Communitycaiovicentino/eikos-arenaPython
jev-browser-bridge
10GitHub stars
Agent bridge that connects any CDP-speaking browser to Jev by reading the DOM instead of the rendered layout, so headless or non-drawing browsers can still drive CLICK, TYPE_TEXT, SELECT, WAIT, DONE, and BLOCKED steps.
Jev Demos & Experiments#community#jevbest#catalog-import
Communitylexmount/jev-browser-bridgePython
JEMM
14GitHub stars
Open-weight multimodal judgment engine served over HTTP with a Jev-style POST /v1/systemone endpoint, answering choice, noul, and score questions from text or text plus screenshots on a local GPU.
Jev Demos & Experiments#community#jevbest#catalog-import
Communityypcypc/JEMMPython
jev_jsonschema
7GitHub stars
Python layer that converts a JSON Schema into Jev questions and decodes the answers back into JSON that validates against the original schema, with sync and async clients.
Jev Tools & CLIs#community#awesomejev#catalog-import
CommunityKiln-AI/jev_jsonschemaPython
jevstudio
9GitHub stars
Visual workbench for assembling Jev decision funnels by dragging answers onto nodes or game actions, with live green and red probability wires plus four bundled games.
Jev Tools & CLIs#community#awesomejev#catalog-import
Communityinteligenciamilgrau/jevstudioPython
laya-browser-agent
20GitHub stars
Local harness that runs the open Laya decision model on your own machine and wires it into browser agents through a TypeSafe-compatible /v1/systemone dialect.
Jev Practices & Patterns#community#awesomejev#catalog-import
CommunityChenneyZhuang/laya-browser-agentPython
typesafe-local
8GitHub stars
Local experiment that asks an off-the-shelf model typed System One questions with single-position logit readout, measuring speed, calibration, and order sensitivity.
Jev Practices & Patterns#community#jevbest#catalog-import
Communityaabolfazl/typesafe-localPython
jev-search
8GitHub stars
Line-oriented semantic search that adds a Jev meaning pass over your own shortlisted files next to exact search. Real search is the default with a key, while dry-run previews the payload offline with no network or credentials.
Jev Practices & Patterns#community#awesomejev#catalog-import
Communitylarguesa/jev-searchPython
jev-chat-windows-deepseek-jev
15GitHub stars
WeChat reply helper that reads the visible chat with local OCR, drafts three DeepSeek candidates, and optionally adds TypeSafe pre-judgment plus review sorting. Fill-in never auto-sends unless Windows countdown is explicitly enabled.
Jev Tools & CLIs#community#awesomejev#catalog-import
CommunityAimark-dai/jev-chat-windows-deepseek-jevPython
jev-harness
11GitHub stars
Decision layer for coding agents that triages test failures deterministically before spending frontier tokens. Offline heuristics handle missing packages, flaky transients, and loop breaking, with optional Jev micro-decisions and CLI, MCP, hook, and SDK use.
Jev Demos & Experiments#community#awesomejev#catalog-import
Communityismaelsoilet/jev-harnessPython
jev-dimabsa
7GitHub stars
Research code that tackles dimensional sentiment scoring with Jev typed Score, Choice, and Noul calls plus small corpus statistics, without generation, fine-tuning, or GPU.
Jev Tools & CLIs#community#awesomejev#catalog-import
CommunityZhangYiqun018/jev-dimabsaPython
a0-typesafe-ai
5GitHub stars
Community Agent Zero plugin that exposes one typesafe_query tool for combined Choice, Noul, and Score questions over the same evidence, with probability cards in chat.
Jev Integrations & Adapters#community#jevbest#catalog-import
Community3clyp50/a0-typesafe-aiPython
open-spark-jev
22GitHub stars
Independent open-source local decision model inspired by Jev, with a spark-s1 family plus smaller control models for agent gates, served locally with probabilities and policy actions.
Jev Demos & Experiments#community#jevbest#catalog-import
Communityabhishek085/open-spark-jevPython
fastbrowse
114GitHub stars
Browser agent where Jev picks each action from indexed page candidates while an LLM plans and reads, returning cited answers or schema-checked data with credential controls.
Jev Demos & Experiments#community#jevbest#catalog-import
Communityagent-labs-dev/fastbrowsePython
decision-index
39GitHub stars
Reproduction kit that rebuilds a frozen typed-decision benchmark suite from public sources and runs any engine through it with resume, scoring, and index computation.
Jev Practices & Patterns#community#jevbest#catalog-import
Communityapolinario/decision-indexPython
LegalForecastBench
7GitHub stars
Benchmark harness that tests whether models can forecast federal motion-to-dismiss outcomes from the written record, scored per claim-defendant pair with micro-Brier and clustered intervals.
Jev Practices & Patterns#community#jevbest#catalog-import
Communityjohnhughes3/LegalForecastBenchPython
jev-korean-benchmark
6GitHub stars
Frozen 100-question-per-cell check of TypeSafe Jev on Korean versus English reading, paraphrase, and medical exam items, with recorded responses and uncertainty intervals.
Jev Practices & Patterns#community#jevbest#catalog-import
Communitymahlernim/jev-korean-benchmarkPython
malkuth
5GitHub stars
Small multilingual decision model for classification with a Korean focus that returns probabilities over a fixed choice set, in 4B and 2B sizes served through Kev.
Jev Demos & Experiments#community#jevbest#catalog-import
Communitynewfull5/malkuthPython
ai-elo-ranker
7GitHub stars
Tournament engine that ranks texts by pairwise or cohort duels judged with Jev or local open-weight models, using Elo and TrueSkill ratings with a live web dashboard.
Jev Tools & CLIs#community#jevbest#catalog-import
Communityopaielsheikh/ai-elo-rankerPython
riff
7GitHub stars
Prose linter that combines millisecond static Python checks with per-judgement Jev probability calls, reporting ruff-style rule codes with tunable thresholds.
Jev Agents & MCP#community#jevbest#catalog-import
Communityscale-venture-partners/riffPython
OpenJev
5GitHub stars
Independent Jev-inspired decision API with choice, score, and noul primitives, shipping a local mock server plus Python and JavaScript SDKs for interface prototyping.
Jev Demos & Experiments#community#jevbest#catalog-import
Communityxingwudao/OpenJevPython
edgejev
21GitHub stars
Local offline pipeline that converts open Jev reproductions to ONNX, applies quantization, and serves typed decisions on CPU with a protocol-compatible endpoint.
Jev Demos & Experiments#community#jevbest#catalog-import
Communityyzfly/edgejevPython
JevOnly
5GitHub stars
Browser automation loop with no LLM where code enumerates page actions and Jev only picks, verifies, and stops, including a live viewer and QA regression mode.
Jev Demos & Experiments#community#awesomejev#catalog-import
Communitybuluoray/JevOnlyPython
jev-docs-zh
335GitHub stars
Chinese Jev Cookbook with runnable Jupyter notebooks covering the three question primitives, 18 official recipes, a voice-driven 3D smart home, eval discipline, and local Laya fine-tuning.
Jev Tools & CLIs#community#awesomejev#catalog-import
CommunityBald0Wang/jev-docs-zhPython
jev-usecases
22GitHub stars
Callable Python collection implementing most documented Jev decisions, where each module builds state, asks typed questions, and returns a UseCaseResult for code to execute.
Jev Agents & MCP#community#awesomejev#catalog-import
Communitykenhuangus/jev-usecasesPython
jevbench
8GitHub stars
Reproducible harness comparing Jev, Laya, two LLMs, and two BERT variants on SST-2, AG News, and Banking77 for accuracy, calibration, latency, throughput, and cost.
Jev Practices & Patterns#community#awesomejev#catalog-import
Communitydhruvmehra/jevbenchPython
Jev_Ontology
12GitHub stars
Research pilot pairing an LLM-authored support ontology with Jev classification, testing 78 synthetic tickets over 190 passes and 380 calls plus a 3-iteration convergence check.
Jev Tools & CLIs#community#awesomejev#catalog-import
Communitydagfinndybvig/Jev_OntologyPython
jev-chat-windows
10GitHub stars
Unofficial Windows overlay that reads your own WeChat window with local offline OCR and drafts one to three replies for one-click fill, with auto-send off by default.
Jev Demos & Experiments#community#awesomejev#catalog-import
Communitycaizili999/jev-chat-windowsPython
daf-jev
7GitHub stars
Python client and decision toolkit for the Jev System One endpoint with noul, choice, and score primitives, batched asks, composition helpers, concurrent evaluation, and an MCP server.
Jev Practices & Patterns#community#jevbest#catalog-import
Communitydocxology/daf-jevPython
OneJev
156GitHub stars
Community multimodal System One model in sizes from 0.8B to 27B that answers typed Noul, Choice, and Score questions over screenshots, photos, video, and text.
Jev Demos & Experiments#community#jevbest#catalog-import
CommunityOmniJev/OneJevPython
jev-oas-sentinel
5GitHub stars
OpenAPI compatibility gate that pairs deterministic structural checks with bounded Jev questions over changed prose to catch behavioral breaks that schema diffs miss.
Jev Agents & MCP#community#jevbest#catalog-import
CommunityShuhanSun/jev-oas-sentinelPython
jevify
5GitHub stars
Inference engine around Qwen2.5-1.5B-Instruct for classification, yes/no judgements, and rubric scoring with 100% schema-valid JSON, no fine-tuning required.
Jev Tools & CLIs#community#awesomejev#catalog-import
CommunityMintzs/jevifyPython
jev-pr-labeler
4GitHub stars
Semantic PR labeling with Jev through OpenRouter Decisions API, assigning type, area, platform, and conceptual-scope size from a fixed taxonomy.
Jev Tools & CLIs#community#awesomejev#catalog-import
Community1jehuang/jev-pr-labelerPython
OpenJev
19GitHub stars
Open-source Jev-compatible decision engine with a Claude Code style REPL, answering Choice, Score, and Noul questions in one forward pass over open models.
Jev Practices & Patterns#community#awesomejev#catalog-import
CommunityGPT-AGI/OpenJevPython
jev-reward-model-evaluation
4GitHub stars
Reproducible study of Jev 1.13 as reward model, judge, and process verifier across eight tracks and 40,940 examples with CSV data and an interactive report.
Jev Practices & Patterns#community#awesomejev#catalog-import
Communitygoya4140/jev-reward-model-evaluationPython
agi-jev-containment
5GitHub stars
Local agent observability stack that scores chains of tool events with Jev, Sentinel rules, and SafetyDrift, then sets escalate-only incident levels with graph forensics.
Jev Demos & Experiments#community#awesomejev#catalog-import
Communitycarlosedm10/agi-jev-containmentPython
jev-arena-nanojev
5GitHub stars
Local grid tactics arena and NanoJev experiment field where each turn offers real candidate actions across 2-AP rounds, enemies, hazards, ammo, cooldowns, and staged bosses.
Jev Demos & Experiments#community#awesomejev#catalog-import
Communityliao96312/jev-arena-nanojevPython
tink-route
5GitHub stars
CLI that routes a task to one specialist skill from a Tink library using TypeSafe Jev, verifies the winner with tink mount, then prints it inline or as a mounted path.
Jev Agents & MCP#community#awesomejev#catalog-import
Communityjon-devlapaz/tink-routePython
jevloop
7GitHub stars
Independent open-source agent runtime where Jev makes typed tool decisions, an LLM authors text only when needed and reviews low-confidence calls, and code owns execution.
Jev Practices & Patterns#community#awesomejev#catalog-import
Communityparkavenue9639/jevloopPython
sysone-bench
6GitHub stars
Independent harness grading System One decision models on the same sealed manifest and seed with byte-identical inputs, pitting closed Jev against open Laya and constrained Qwen.
Jev Practices & Patterns#community#awesomejev#catalog-import
Communityinstax-dutta/sysone-benchPython
jevseek
4GitHub stars
Experiment turning Jev into a sampler: DeepSeek proposes top-k next tokens with logprobs and Jev picks each token, also judging when to stop or cut rambling.
Jev Tools & CLIs#community#awesomejev#catalog-import
Communityblingdivinity/jevseekPython
macos-computer-use-kit
5GitHub stars
macOS computer-use kit exposing an 18-tool stdio MCP server plus CLI that drives apps through the accessibility tree, posting input in the background without moving the user cursor.
Jev Demos & Experiments#community#awesomejev#catalog-import
CommunitySur-Cai/macos-computer-use-kitPython

Related languages

Languages that overlap with Python.

Jev articles

Original guides that go deeper on Jev python.

All Jev articles
Retries, Rate Limits, and Choosing Fail-Open or Fail-Closed
Every decision path has a failure posture, whether you chose one or not. How to put retries in the client, bound the whole call, and make the fallback an explicit, per-action policy.
Jev Practices & Patterns#reliability#retries#api
Read article
Jev in Customer Support: Triage, Routing, and Escalation
Support is a long chain of small judgments over text. Triage category and urgency separately, route with a confidence gate, decompose hard tickets, and decide the action in code.
Jev Practices & Patterns#customer-support#routing#triage
Read article
Jev in Software Testing
A test loop is a long series of small judgments. What the Playwright, mobile QA, and CI experiments report: two calls per probe, 131 ms medians, and near coin-flip failures to design around.
Jev Practices & Patterns#testing#qa#confidence
Read article

Watch: Jev in action

Video walkthroughs and demos from the community.

YouTube: Greg Isenberg and Ryan Vogel on the businesses Jev unlocks, and a path in through the Vercel AI Gateway.

YouTube: CJ from Syntax demos browser use, classification, code review, a model router, and a chat bot with no LLM.

YouTube: Ryan Vogel runs Jev on 100 and then 1,000 emails: category, priority, spam, and reply predictions.

Discussions about Jev

Threads from Reddit and Hacker News about building with Jev.

Hacker News: Show HN: Ad Spend Guard gates budget before the auction, not the creative after.

Show HN: Gating ad budget with a decision modelRead the thread on Hacker News

Reddit: Reranking rebooking options with a decision model, ranked with reasons.

Hacker News: Pick Verify: a single decision at the warehouse pick station catches confusable picks.

Show HN: Verifying robot picks with a decision modelRead the thread on Hacker News

Hacker News: Decision Index 0.2.1 scores open reproductions of Jev on a frozen suite.

jackbravo4 pointsDecision Index 0.2.1 – 70 open reproductions of TypeSafe Jev's Decision ModelRead the thread on Hacker News

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