Skip to content
Open
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
9 changes: 5 additions & 4 deletions README.ja.md
Original file line number Diff line number Diff line change
Expand Up @@ -16,7 +16,7 @@

<p align="center"><a href="./README.md">English</a> · <a href="./README.zh-CN.md">简体中文</a> · <a href="./README.ja.md">日本語</a></p>

<p align="center">228 プロジェクト · 10 種類 · 更新 2026-09-28<br><sub>各リポジトリ 50★以上 · ソース確認済み</sub></p>
<p align="center">229 プロジェクト · 10 種類 · 更新 2026-09-28<br><sub>各リポジトリ 50★以上 · ソース確認済み</sub></p>

<a id="discovery"></a>

Expand Down Expand Up @@ -68,11 +68,11 @@ npx skills add BeatAPI/awesome-jev
<a id="categories"></a>
<a id="all-projects"></a>

## 全 228 プロジェクト
## 全 229 プロジェクト

種類別に全カタログを確認できます。具体的な目的がある場合は、上の用途別ガイドから始めてください。

[ブラウザ・PC 操作 · 20](#browser-computer-use) · [SDK・フレームワーク · 32](#sdk-integrations) · [ルーティング · 16](#routing-optimization) · [オープンモデル · 31](#open-models) · [検索・データ · 20](#search-data)<br>
[ブラウザ・PC 操作 · 20](#browser-computer-use) · [SDK・フレームワーク · 32](#sdk-integrations) · [ルーティング · 16](#routing-optimization) · [オープンモデル · 32](#open-models) · [検索・データ · 20](#search-data)<br>
[安全性・レビュー · 16](#safety-review) · [Agent ワークフロー · 17](#agent-workflows) · [UI・自動化 · 14](#interfaces) · [開発者ツール · 42](#developer-tools) · [業務特化ツール · 20](#domain-tools)

<a id="browser-computer-use"></a>
Expand Down Expand Up @@ -166,7 +166,7 @@ npx skills add BeatAPI/awesome-jev

<a id="open-models"></a>

### オープンモデル (31)
### オープンモデル (32)

- **[Laya](https://github.com/NandhaKishorM/laya)** · 17.1K Star — 多言語・非自己回帰の System 1 意思決定エンジン。1 回の前向き計算で型付き choice/score/noul を出し、ルータがチェックポイントを選びます。 [根拠](https://github.com/NandhaKishorM/laya/blob/d113dca2512fb3eaca313534bc54c7162d87c1d4/README.md)
- **[Kev 0.5B](https://github.com/jaredpalmer/kev)** · 4.5K Star — Qwen2.5-0.5B に基づく、小さなトレーニング可能な JEV のような意思決定モデル。 [根拠](https://github.com/jaredpalmer/kev/blob/20fa6268c8ceb226530be2fb5266ab2c36b37724/README.md)
Expand Down Expand Up @@ -199,6 +199,7 @@ npx skills add BeatAPI/awesome-jev
- **[jevmlx](https://github.com/bnsd55/jevmlx)** · 59 Star — Apple Silicon 上で MLX logits から制約付きフィールドを採点し、System One HTTP を提供するローカル層。 [根拠](https://github.com/bnsd55/jevmlx/blob/9d3621516826a5de4480c9fdab0aa6d59e93e113/jevmlx/serve.py)
- **[QwenJev](https://github.com/RJMSWD/QwenJev)** · 57 Star — ローカルの Qwen で画像の閉じた選択肢を判定する実験。 [根拠](https://github.com/RJMSWD/QwenJev/blob/b1fde638be0747a71d1acafb1f99d4a7ce67651d/qwen_choice.py)
- **[Open Alternative to Jev](https://github.com/ikermoel/open-alternative-jev)** · 51 Star — 型付き質問をローカル開放モデルの一回 forward に詰める、オープンな System One 風 Decider。 [根拠](https://github.com/ikermoel/open-alternative-jev/blob/4a85df1831b537343c9e133b5150fa3a3b1ce98e/so1/decider.py)
- **[WaterSheep](https://github.com/SamratDuttaOfficial/WaterSheep)** · 3 Star — 選択・スコア・はい/いいえ・マルチラベルの質問に答え、すべての選択肢に確率を返すオープンウェイトの意思決定モデル。Jev 互換の /v1/systemone サーバーと、ブラウザで動く ONNX 版があります。 [根拠](https://github.com/SamratDuttaOfficial/WaterSheep/blob/3ccf02b3839fd2d72e6fb29750488010c7d76360/watersheep/cli.py#L24-L31)

[↑ 検索入口に戻る](#discovery)

Expand Down
9 changes: 5 additions & 4 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -16,7 +16,7 @@

<p align="center"><a href="./README.md">English</a> · <a href="./README.zh-CN.md">简体中文</a> · <a href="./README.ja.md">日本語</a></p>

<p align="center">228 projects · 10 project types · Updated 2026-09-28<br><sub>50+ GitHub stars per repository · Source-reviewed</sub></p>
<p align="center">229 projects · 10 project types · Updated 2026-09-28<br><sub>50+ GitHub stars per repository · Source-reviewed</sub></p>

<a id="discovery"></a>

Expand Down Expand Up @@ -68,11 +68,11 @@ npx skills add BeatAPI/awesome-jev
<a id="categories"></a>
<a id="all-projects"></a>

## All 228 projects
## All 229 projects

Browse the full catalogue by project type. Use the scenario guides above when you have a specific task in mind.

[Browser & computer use · 20](#browser-computer-use) · [SDK integrations · 32](#sdk-integrations) · [Routing & optimization · 16](#routing-optimization) · [Open models · 31](#open-models) · [Search & data · 20](#search-data)<br>
[Browser & computer use · 20](#browser-computer-use) · [SDK integrations · 32](#sdk-integrations) · [Routing & optimization · 16](#routing-optimization) · [Open models · 32](#open-models) · [Search & data · 20](#search-data)<br>
[Safety & review · 16](#safety-review) · [Agent workflows · 17](#agent-workflows) · [Interfaces & automation · 14](#interfaces) · [Developer tools · 42](#developer-tools) · [Domain tools · 20](#domain-tools)

<a id="browser-computer-use"></a>
Expand Down Expand Up @@ -166,7 +166,7 @@ Browse the full catalogue by project type. Use the scenario guides above when yo

<a id="open-models"></a>

### Open models (31)
### Open models (32)

- **[Laya](https://github.com/NandhaKishorM/laya)** · 17.1K stars — Multilingual non-autoregressive System 1 decision engine: typed choice/score/noul in one forward pass, with a router across checkpoints. [Source](https://github.com/NandhaKishorM/laya/blob/d113dca2512fb3eaca313534bc54c7162d87c1d4/README.md)
- **[Kev 0.5B](https://github.com/jaredpalmer/kev)** · 4.5K stars — A tiny trainable Jev-like decision model based on Qwen2.5-0.5B. [Source](https://github.com/jaredpalmer/kev/blob/20fa6268c8ceb226530be2fb5266ab2c36b37724/README.md)
Expand Down Expand Up @@ -199,6 +199,7 @@ Browse the full catalogue by project type. Use the scenario guides above when yo
- **[jevmlx](https://github.com/bnsd55/jevmlx)** · 59 stars — A local Apple Silicon decision layer that scores constrained fields from MLX logits and speaks System One HTTP. [Source](https://github.com/bnsd55/jevmlx/blob/9d3621516826a5de4480c9fdab0aa6d59e93e113/jevmlx/serve.py)
- **[QwenJev](https://github.com/RJMSWD/QwenJev)** · 57 stars — A local Qwen experiment for closed-set visual decisions. [Source](https://github.com/RJMSWD/QwenJev/blob/b1fde638be0747a71d1acafb1f99d4a7ce67651d/qwen_choice.py)
- **[Open Alternative to Jev](https://github.com/ikermoel/open-alternative-jev)** · 51 stars — An open System One-style decider that packs typed questions into one forward pass over local open models. [Source](https://github.com/ikermoel/open-alternative-jev/blob/4a85df1831b537343c9e133b5150fa3a3b1ce98e/so1/decider.py)
- **[WaterSheep](https://github.com/SamratDuttaOfficial/WaterSheep)** · 3 stars — Open-weight decision model that answers choice, score, yes/no and multi-label questions with a probability for every option, with a Jev-compatible /v1/systemone server and an ONNX build for the browser. [Source](https://github.com/SamratDuttaOfficial/WaterSheep/blob/3ccf02b3839fd2d72e6fb29750488010c7d76360/watersheep/cli.py#L24-L31)

[↑ Back to discovery](#discovery)

Expand Down
9 changes: 5 additions & 4 deletions README.zh-CN.md
Original file line number Diff line number Diff line change
Expand Up @@ -16,7 +16,7 @@

<p align="center"><a href="./README.md">English</a> · <a href="./README.zh-CN.md">简体中文</a> · <a href="./README.ja.md">日本語</a></p>

<p align="center">228 个项目 · 10 种项目类型 · 更新于 2026-09-28<br><sub>每个仓库 50+ Star · 已核对源码</sub></p>
<p align="center">229 个项目 · 10 种项目类型 · 更新于 2026-09-28<br><sub>每个仓库 50+ Star · 已核对源码</sub></p>

<a id="discovery"></a>

Expand Down Expand Up @@ -68,11 +68,11 @@ npx skills add BeatAPI/awesome-jev
<a id="categories"></a>
<a id="all-projects"></a>

## 全部 228 个项目
## 全部 229 个项目

下面按项目类型浏览完整目录。如果已经有具体需求,可以先看上方的场景指南。

[浏览器与电脑操作 · 20](#browser-computer-use) · [SDK 与框架集成 · 32](#sdk-integrations) · [路由与优化 · 16](#routing-optimization) · [开放模型 · 31](#open-models) · [搜索与数据 · 20](#search-data)<br>
[浏览器与电脑操作 · 20](#browser-computer-use) · [SDK 与框架集成 · 32](#sdk-integrations) · [路由与优化 · 16](#routing-optimization) · [开放模型 · 32](#open-models) · [搜索与数据 · 20](#search-data)<br>
[安全与审查 · 16](#safety-review) · [Agent 工作流 · 17](#agent-workflows) · [界面与自动化 · 14](#interfaces) · [开发者工具 · 42](#developer-tools) · [垂直工具 · 20](#domain-tools)

<a id="browser-computer-use"></a>
Expand Down Expand Up @@ -166,7 +166,7 @@ npx skills add BeatAPI/awesome-jev

<a id="open-models"></a>

### 开放模型 (31)
### 开放模型 (32)

- **[Laya](https://github.com/NandhaKishorM/laya)** · 17.1K Star — 多语言非自回归 System 1 决策引擎:单次前向完成类型化 choice/score/noul,并由路由在检查点间选型。 [源码证据](https://github.com/NandhaKishorM/laya/blob/d113dca2512fb3eaca313534bc54c7162d87c1d4/README.md)
- **[Kev 0.5B](https://github.com/jaredpalmer/kev)** · 4.5K Star — 基于 Qwen2.5-0.5B、可在 MacBook 上训练运行的轻量决策模型。 [源码证据](https://github.com/jaredpalmer/kev/blob/20fa6268c8ceb226530be2fb5266ab2c36b37724/README.md)
Expand Down Expand Up @@ -199,6 +199,7 @@ npx skills add BeatAPI/awesome-jev
- **[jevmlx](https://github.com/bnsd55/jevmlx)** · 59 Star — 在 Apple Silicon 本地从 MLX logits 为受限字段打分,并提供 System One HTTP 接口。 [源码证据](https://github.com/bnsd55/jevmlx/blob/9d3621516826a5de4480c9fdab0aa6d59e93e113/jevmlx/serve.py)
- **[QwenJev](https://github.com/RJMSWD/QwenJev)** · 57 Star — 使用本地 Qwen 做封闭选项视觉判断的实验。 [源码证据](https://github.com/RJMSWD/QwenJev/blob/b1fde638be0747a71d1acafb1f99d4a7ce67651d/qwen_choice.py)
- **[Open Alternative to Jev](https://github.com/ikermoel/open-alternative-jev)** · 51 Star — 开源 System One 风格决策器,把类型化问题打包进本地开放模型的一次前向。 [源码证据](https://github.com/ikermoel/open-alternative-jev/blob/4a85df1831b537343c9e133b5150fa3a3b1ce98e/so1/decider.py)
- **[WaterSheep](https://github.com/SamratDuttaOfficial/WaterSheep)** · 3 Star — 开源权重的决策模型,回答选择、评分、是非和多标签问题,并为每个选项给出概率;提供兼容 Jev 的 /v1/systemone 服务,也有可在浏览器中运行的 ONNX 版本。 [源码证据](https://github.com/SamratDuttaOfficial/WaterSheep/blob/3ccf02b3839fd2d72e6fb29750488010c7d76360/watersheep/cli.py#L24-L31)

[↑ 返回检索入口](#discovery)

Expand Down
29 changes: 29 additions & 0 deletions data/projects.json
Original file line number Diff line number Diff line change
Expand Up @@ -6423,6 +6423,35 @@
},
"verification": "source-reviewed",
"runtimeVerified": false
},
{
"id": "watersheep",
"name": "WaterSheep",
"owner": "SamratDuttaOfficial",
"category": "open-models",
"repoUrl": "https://github.com/SamratDuttaOfficial/WaterSheep",
"evidenceUrl": "https://github.com/SamratDuttaOfficial/WaterSheep/blob/3ccf02b3839fd2d72e6fb29750488010c7d76360/watersheep/cli.py#L24-L31",
"modelUrl": "https://huggingface.co/samratduttaofficial/WaterSheep",
"language": "Python",
"license": "Apache-2.0",
"starsAtCapture": 3,
"summary": {
"en": "Open-weight decision model that answers choice, score, yes/no and multi-label questions with a probability for every option, with a Jev-compatible /v1/systemone server and an ONNX build for the browser.",
"zh": "开源权重的决策模型,回答选择、评分、是非和多标签问题,并为每个选项给出概率;提供兼容 Jev 的 /v1/systemone 服务,也有可在浏览器中运行的 ONNX 版本。",
"ja": "選択・スコア・はい/いいえ・マルチラベルの質問に答え、すべての選択肢に確率を返すオープンウェイトの意思決定モデル。Jev 互換の /v1/systemone サーバーと、ブラウザで動く ONNX 版があります。"
},
"decision": {
"en": "Picks among the options a caller defines and returns a probability for each, so code can act on the answer or hold back below a threshold.",
"zh": "在调用方定义的选项中作出选择,并为每个选项给出概率,代码可以据此执行,或在低于阈值时暂缓。",
"ja": "呼び出し側が定義した選択肢から選び、それぞれに確率を返すので、コードはその答えで動くか、しきい値未満なら保留できます。"
},
"source": {
"type": "github",
"label": "GitHub source",
"url": "https://github.com/SamratDuttaOfficial/WaterSheep/blob/3ccf02b3839fd2d72e6fb29750488010c7d76360/README.md"
},
"verification": "source-reviewed",
"runtimeVerified": false
}
]
}
2 changes: 1 addition & 1 deletion scripts/validate.test.mjs
Original file line number Diff line number Diff line change
Expand Up @@ -9,7 +9,7 @@ const catalogue = JSON.parse(
test('catalogue metadata is explicit', () => {
assert.equal(catalogue.schemaVersion, 3);
assert.match(catalogue.capturedAt, /^\d{4}-\d{2}-\d{2}$/);
assert.equal(catalogue.projects.length, 228);
assert.equal(catalogue.projects.length, 229);
const belowFloor = catalogue.projects.filter((project) => project.starsAtCapture < 50).map((project) => project.id);
assert.deepEqual(belowFloor, []);
assert.doesNotMatch(catalogue.source.policy, /exception/i);
Expand Down