diff --git a/README.ja.md b/README.ja.md
index 46d4dfb..ca9df1e 100644
--- a/README.ja.md
+++ b/README.ja.md
@@ -5,7 +5,7 @@
Awesome JEV ギャラリーを見る ·
注目プロジェクト ·
- 全 171 プロジェクト ·
+ 全 183 プロジェクト ·
JSON カタログ ·
English ·
简体中文
@@ -31,8 +31,8 @@
- | 171 |
- 48 |
+ 183 |
+ 49 |
10 |
2026-09-22 |
@@ -44,15 +44,15 @@
カテゴリから探す
- ブラウザ・PC 操作 · 15 ·
- SDK・フレームワーク · 28 ·
+ ブラウザ・PC 操作 · 16 ·
+ SDK・フレームワーク · 30 ·
ルーティング · 16 ·
- オープンモデル · 20 ·
- 検索・データ · 14
- 安全性・レビュー · 13 ·
+ オープンモデル · 21 ·
+ 検索・データ · 15
+ 安全性・レビュー · 14 ·
Agent ワークフロー · 14 ·
UI・自動化 · 9 ·
- 開発者ツール · 29 ·
+ 開発者ツール · 35 ·
業務特化ツール · 13
@@ -74,10 +74,10 @@
フィルターと詳しい説明付きで見る →
-## 全 171 プロジェクト
+## 全 183 プロジェクト
-### ブラウザ・PC 操作 (15)
+### ブラウザ・PC 操作 (16)
- **[Cua · JEV Use](https://github.com/trycua/cua)** · 25.8K Star — Cua Driver の観察と実行を、制限された JEV の選択肢と組み合わせたコンピューター使用例。 [根拠](https://github.com/trycua/cua/blob/83f142c4290a0f7d9ed545ae8532858c6e4f8145/libs/cua-driver/examples/jev-use/python/jev_adapter.py#L11)
- **[Jev Ultrafast](https://github.com/browser-use/jev-ultrafast)** · 16.3K Star — JEV を使用してアクションと一致する DOM 要素を選択し、入力テキストが必要な場合にのみテキスト モデルを呼び出すブラウザ エージェント。 [根拠](https://github.com/browser-use/jev-ultrafast/blob/1231850a0bf1a0c0341fe408ef1668dbbfdfac46/jev_ultrafast/model.py)
@@ -92,13 +92,14 @@
- **[JEV Voice Browser](https://github.com/moritzkremb/jev-voice-browser)** · 216 Star — 増分音声トランスクリプトを JEV に送信することで、Playwright ブラウザを制御します。 [根拠](https://github.com/moritzkremb/jev-voice-browser/blob/054db0f3dbf537af63a8117632d3f941ccd520e1/src/jev.js#L123)
- **[Arc CUA · TypeSafe Policy](https://github.com/shhivv/arc-cua)** · 127 Star — TypeSafe Policy 実装を備えた高速 Computer Use アクション層。 [根拠](https://github.com/shhivv/arc-cua/blob/6d47ce6c906d7d8586d3553e277c1c3611c4f6af/src/arc_cua/policies/typesafe.py)
- **[JEV Use](https://github.com/savka777/jev-use)** · 86 Star — 視覚モデルなしで Accessibility 要素を操作する macOS Computer Use ツール。 [根拠](https://github.com/savka777/jev-use/blob/8907f85354addfa3d2b78f6a462087e4c73310b8/README.md)
+- **[WindTunnel · JEV Benchmarks](https://github.com/nekuda-ai/WindTunnel)** · 76 Star — アクセシビリティと WebMCP を対象に固定条件の JEV 実験を行うブラウザー Agent ベンチマークです。 [根拠](https://github.com/nekuda-ai/WindTunnel/blob/5ca8644e23826ebb30108e7bad240b61043bfe67/experiments/jev/run.mjs)
- **[TypeSafe Adblock](https://github.com/realZachi/typesafe-adblock)** · 68 Star — 候補となる DOM 要素が広告であるかどうかを JEV に尋ね、それらをハイライト表示または削除する実験的な Chrome 拡張機能。 [根拠](https://github.com/realZachi/typesafe-adblock/blob/7e067d243d87b7fe4d511653c0ddcd77b9beee18/src/typesafe.js)
- **[JEV Browser](https://github.com/Ying-Kai-Liao/jev-browser)** · 67 Star — LLM の計画と JEV の操作を組み合わせるブラウザー自動化ライブラリ、CLI、MCP サーバー。 [根拠](https://github.com/Ying-Kai-Liao/jev-browser/blob/578cff6e701a131733d03256078bb559a45ad188/src/jev.mjs)
↑ カテゴリへ戻る
-### SDK・フレームワーク (28)
+### SDK・フレームワーク (30)
- **[LangChain · TypeSafe](https://github.com/langchain-ai/langchain)** · 146.8K Star — Python LangChain ワークフロー用のオプションの JEV 分類子統合。 [根拠](https://github.com/langchain-ai/langchain/blob/eba445b7563d1709427bd8072892975a6ea59fdc/libs/partners/typesafe/langchain_typesafe/classifier.py)
- **[Composio · TypeSafe Provider](https://github.com/ComposioHQ/composio)** · 30.3K Star — JEV を使ってツールと許可済みの引数候補を選ぶ TypeSafe プロバイダー。 [根拠](https://github.com/ComposioHQ/composio/blob/4b5920bf7aa55c8a44657b060d4bd25ce7b13a9a/ts/packages/providers/typesafe/src/decide.ts)
@@ -114,6 +115,7 @@
- **[Ax · TypeSafe Client](https://github.com/ax-llm/ax)** · 2.9K Star — ブール型、有限クラス、およびネイティブ JEV 署名の TypeSafe 統合。 [根拠](https://github.com/ax-llm/ax/blob/5c43344f9ef3016db576fa2c3b59d48ef21b4d71/src/ax/ai/typesafe/client.ts#L1)
- **[http4k · TypeSafe Client](https://github.com/http4k/http4k)** · 2.8K Star — TypeSafe System One API 向けの型付き Kotlin クライアントと Fake 実装。 [根拠](https://github.com/http4k/http4k/blob/528ef94c9533b42be9010396bd1828ed1c84c9d2/connect/ai/typesafe/client/src/main/kotlin/org/http4k/connect/typesafe/action/SystemOne.kt)
- **[Vellum Assistant · JEV](https://github.com/vellum-ai/vellum-assistant)** · 1.3K Star — 会話状態と明示的な質問を送信するオプションの JEV プロバイダー。 [根拠](https://github.com/vellum-ai/vellum-assistant/blob/ee5ba342719e72b67698c2e1a4a78837321d0b1d/assistant/src/providers/jev/client.ts)
+- **[Laravel AI · TypeSafe](https://github.com/laravel/ai)** · 1.2K Star — Laravel AI に、JEV を使う TypeSafe 分類プロバイダーが組み込まれています。 [根拠](https://github.com/laravel/ai/blob/f0a5d4f3c5bddda7c8975eb79e92d62811197484/src/Providers/TypeSafeProvider.php)
- **[Req LLM](https://github.com/agentjido/req_llm)** · 581 Star — Elixir の ReqLLM 評価インターフェイスから JEV を呼び出す TypeSafe プロバイダー。 [根拠](https://github.com/agentjido/req_llm/blob/9cb0ee7a0fea5f3520fc953911d352c93193615e/README.md)
- **[Simple JEV](https://github.com/featherless-ai/simple-jev)** · 458 Star — 専用の分類ヘッドを学習せずに、公開 LLM エンドポイントを JEV 互換の分類サービスへ変換するアダプター。 [根拠](https://github.com/featherless-ai/simple-jev/blob/0dd5396ffce671ab7c4bfc031506d8e558cf8d23/demos/jevpilot/src/simple-jev-api.js#L1-L85)
- **[Classifier.dev](https://github.com/mrmps/classifier-dev)** · 406 Star — JEV を主要な型付き判断バックエンドに使うゼロショット分類サービス。 [根拠](https://github.com/mrmps/classifier-dev/blob/33ca63816f2bc7e93c3f2d0715f7896500370739/src/jev.ts)
@@ -125,6 +127,7 @@
- **[TypeSafe SDK Js](https://github.com/typesafe-ai/typesafe-sdk-js)** · 214 Star — TypeSafe によって公開された JavaScript および TypeScript SDK (型指定された JEV リクエストと回答を含む)。 [根拠](https://github.com/typesafe-ai/typesafe-sdk-js/blob/66880ccded6cb642dc1809620c2b108c33730214/README.md)
- **[TypeSafe SDK Python](https://github.com/typesafe-ai/typesafe-sdk-python)** · 188 Star — JEV System One の同期および非同期クライアントを備えた公式 TypeSafe Python SDK、および質問と回答のタイプ。 [根拠](https://github.com/typesafe-ai/typesafe-sdk-python/blob/2ce5c65f13646cab6e6f782328194c9d85f3300a/src/typesafe_sdk/_core/client/sync/client.py#L206-L221)
- **[Runline](https://github.com/Michaelliv/runline)** · 163 Star — Runline Agent JavaScript で呼び出し可能なアクションとして JEV 決定を公開する TypeSafe プラグイン。 [根拠](https://github.com/Michaelliv/runline/blob/6bdddfa82cd95b6b9a07e57fd93a271ae83a0d1b/README.md)
+- **[NeuroLink · TypeSafe](https://github.com/Juspay/neurolink)** · 137 Star — NeuroLink は TypeSafe プロバイダーと JEV 分類ルーティングを提供します。 [根拠](https://github.com/Juspay/neurolink/blob/e2d87c355cf9e725ae5edc3c6db6c05fa659aaa0/src/lib/providers/typesafe.ts)
- **[AI](https://github.com/hackclub/ai)** · 133 Star — Hack Club AI プロキシの JEV 転送エンドポイント。認証、制限、使用状況ログを使用します。 [根拠](https://github.com/hackclub/ai/blob/a76ea2cb159f707a60107935a5b2e0dbdc7455f5/README.md)
- **[Effect Agent](https://github.com/danieljvdm/effect-agent)** · 121 Star — 型付き質問セットと任意のモデル選択に対応する、Effect Agent 向け TypeSafe 意思決定プロバイダー。 [根拠](https://github.com/danieljvdm/effect-agent/blob/88005e497e9b627eeb16d670f278903c57601da9/README.md)
- **[Advocaat](https://github.com/pithings/advocaat)** · 89 Star — 同じデータについて複数の型付き質問を JEV に送るための、小さな TypeScript クライアント。 [根拠](https://github.com/pithings/advocaat/blob/bc46287fc1102b95852a81d679c6e34a2c44f4a2/README.md)
@@ -154,7 +157,7 @@
↑ カテゴリへ戻る
-### オープンモデル (20)
+### オープンモデル (21)
- **[Laya](https://github.com/NandhaKishorM/laya)** · 11.5K 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)
- **[SemIf](https://github.com/TheoLeeCJ/SemIf)** · 3.4K Star — semantic-if インターフェイス パターンの独立したオープンモデル実装。 [根拠](https://github.com/TheoLeeCJ/SemIf/blob/ca3ba65f142967030ecb453346e94d6f476a69df/README.md)
@@ -166,6 +169,7 @@
- **[Splash](https://github.com/incoai/splash)** · 578 Star — 意思決定系モデル向けの Apple Silicon ローカル推論エンジン。 [根拠](https://github.com/incoai/splash/blob/f53d5ab543a7accdc332c060fd594a693f33f529/README.md)
- **[Von](https://github.com/wfzyx/von)** · 374 Star — JEV 互換インターフェースを持つローカルのオープン System One 判断モデル。 [根拠](https://github.com/wfzyx/von/blob/14d09878e89b103bfbbe641f9bed02e4d72c8830/README.md)
- **[Decider](https://github.com/Mapika/decider)** · 279 Star — Qwen3.5-2B 微調整による、1 パスの型付き意思決定と校正確率。 [根拠](https://github.com/Mapika/decider/blob/c4daaac28af9fea95d627015cffa2dd5a5926ee6/decider/__init__.py)
+- **[Rizzo Flow](https://github.com/Rizzo-AI-Academy/rizzo-flow)** · 273 Star — TypeSafe 互換の System One インターフェースを公開する独立ローカル判断モデルです。 [根拠](https://github.com/Rizzo-AI-Academy/rizzo-flow/blob/d34665b7a28c62b79f37939f2fd83f5fe659fbf9/src/rizzo_flow/compat.py)
- **[OpenJEV SGLang](https://github.com/ekzhang/openjev-sglang)** · 258 Star — オープンモデル上の JEV 互換 API。prefill-only の提供経路を使います。 [根拠](https://github.com/ekzhang/openjev-sglang/blob/604664a22b2cf44c6cc499e503092ae4e3c24c03/src/openjev/__init__.py)
- **[OpenJEV Verdict 2.0](https://github.com/Heman10x-NGU/openJev-verdict-2.0)** · 246 Star — 約 151M の校正済み非自己回帰ローカル意思決定エンジン。JEV 風の型付き回答を目指す。 [根拠](https://github.com/Heman10x-NGU/openJev-verdict-2.0/blob/a458733c5f43fc7f30b6e4381636cbfbf8437633/openjev/__init__.py)
- **[JEV Visual](https://github.com/hr98w/jev-visual)** · 221 Star — Apple Silicon 上の教育向け JEV 風ビジョン推論。共有コンテキストで候補を直接採点。 [根拠](https://github.com/hr98w/jev-visual/blob/19af545f096e8db4c4dd5d47aed42d92ec252111/jev_visual/scoring.py)
@@ -180,11 +184,12 @@
↑ カテゴリへ戻る
-### 検索・データ (14)
+### 検索・データ (15)
- **[OpenViking · JEV Rerank](https://github.com/volcengine/OpenViking)** · 38.4K Star — OpenViking は JEV を使い、Agent の記憶・コンテキスト検索結果を較正して再順位付けできます。 [根拠](https://github.com/volcengine/OpenViking/blob/b8bed5a1ad3a1c524b5e1fd0fa591df51ca9b7cc/openviking/models/rerank/jev_rerank.py)
- **[Hindsight · TypeSafe Rerank](https://github.com/vectorize-io/hindsight)** · 24.8K Star — Agent メモリに TypeSafe リランカーを追加し、無関係な検索候補を除外できます。 [根拠](https://github.com/vectorize-io/hindsight/blob/680406b3dd9cca2108c7f0e204820a09b4e30906/hindsight-api-slim/hindsight_api/engine/cross_encoder.py)
- **[GreptimeDB · JEV SQL](https://github.com/GreptimeTeam/greptimedb)** · 6.7K Star — GreptimeDB に JEV 判断を利用する実験的 SQL 述語を追加。 [根拠](https://github.com/GreptimeTeam/greptimedb/blob/b5199bc59a199875187d808158357a33b09e5f60/src/common/function/src/scalars/jev.rs)
+- **[Hippo Memory · JEV Reranker](https://github.com/kitfunso/hippo-memory)** · 752 Star — ローカル優先の Agent メモリライブラリで、任意で JEV リランカーを利用できます。 [根拠](https://github.com/kitfunso/hippo-memory/blob/c9eb2c31cd307cdae78c05e1fcb3e6d062efd5c0/src/rerankers/jev.ts)
- **[Kody](https://github.com/kentcdodds/kody)** · 663 Star — オプションの第 2 段階の検索: ハイブリッド プールを拡大し、Workers AI typesafe/jev を使用して候補者をスコア再ランク付けします。 [根拠](https://github.com/kentcdodds/kody/blob/ed9275186dc817530dd2289e62c208ac3809391f/packages/worker/src/mcp/tools/search-jev-rerank.ts)
- **[JEV Search](https://github.com/superagents-lab/jev-search)** · 385 Star — JEV を使用して Web を検索し、ソースと時間範囲を選択し、返されたリンクをランク付けします。 [根拠](https://github.com/superagents-lab/jev-search/blob/522868762f0637b20bf533f136e930cceb83b9f3/src/lib/typesafe.ts#L48)
- **[Jev Experiments](https://github.com/dabit3/jev-experiments)** · 358 Star — インテント検索やエージェント支援フローを含む小規模な JEV 実験。 [根拠](https://github.com/dabit3/jev-experiments/tree/c469e5bfdc73eb3e1999bba2569e66b579a970fd/agent-assist)
@@ -200,7 +205,7 @@
↑ カテゴリへ戻る
-### 安全性・レビュー (13)
+### 安全性・レビュー (14)
- **[Sub2API · JEV Moderation](https://github.com/Wei-Shaw/sub2api)** · 42.3K Star — サブスクリプションを API 化するゲートウェイに、コンテンツ審査用 TypeSafe クライアントを内蔵。 [根拠](https://github.com/Wei-Shaw/sub2api/blob/1c0a69c0ceddb2fd21581c17ab09f6c500b89ba1/backend/internal/pkg/typesafe/client.go)
- **[Agentgateway · JEV Guardrail](https://github.com/agentgateway/agentgateway)** · 5.0K Star — モデルのリクエストとレスポンスを検査するための JEV Webhook ガードレールの例。 [根拠](https://github.com/agentgateway/agentgateway/blob/6b0270efd25b5255932943e48b5ca47583d3ad28/examples/llm-guardrail-jev/guardrail.ts)
@@ -214,6 +219,7 @@
- **[Pi Warden](https://github.com/DevMortimer/pi-warden)** · 132 Star — プロジェクト ルール、範囲外のアクション、繰り返される失敗、完了要求のチェックを Pi エージェントに追加します。 [根拠](https://github.com/DevMortimer/pi-warden/blob/e6c801679464b1a9624225114eb5fb443c27d823/src/guard.ts)
- **[Supercov](https://github.com/supercorp-ai/supercov)** · 94 Star — JEV で限定的な品質チェックを行うコード品質・カバレッジツール。 [根拠](https://github.com/supercorp-ai/supercov/blob/55f5ce93a239829c224b89e6749991310be91ea4/crates/supercov-cli/src/quality.rs)
- **[Captaincore](https://github.com/CaptainCore/captaincore)** · 71 Star — WordPress ツールキットCaptainCore の JEV コマンドは、構造化された質問に答え、マルウェア スキャナーの検出結果に優先順位を付けてレビューします。 [根拠](https://github.com/CaptainCore/captaincore/blob/f54e0669350707b2f4f4c67a0130fdd6574bd0b5/cmd/typesafe.go)
+- **[JEV Lint](https://github.com/mizchi/jev-lint)** · 70 Star — 依存なしの JEV クライアントでリポジトリの検出候補を一括評価する意味的コードリンターです。 [根拠](https://github.com/mizchi/jev-lint/blob/c9846c8c9ee13a917f3af26294a4fdf1421d21b1/src/jev.ts)
- **[Oxlint Plugin JEV](https://github.com/wobsoriano/oxlint-plugin-jev)** · 55 Star — JEV で意味的な lint ルールを評価する Oxlint プラグイン。 [根拠](https://github.com/wobsoriano/oxlint-plugin-jev/blob/18c5bc9097d88344382a98a78a67698c9c7ecf01/src/jev.ts)
↑ カテゴリへ戻る
@@ -254,7 +260,7 @@
↑ カテゴリへ戻る
-### 開発者ツール (29)
+### 開発者ツール (35)
- **[Fast Jev Compaction](https://github.com/tamaratran/fast-jev-compaction)** · 6.0K Star — 保持されたテキストをそのまま保持しながら、Claude Code ツール履歴を圧縮します。 [根拠](https://github.com/tamaratran/fast-jev-compaction/blob/e3f262a7f4d42bd8dd32ced30d26176f7cb545b0/src/client.ts)
- **[TypeSafe Skills](https://github.com/typesafe-ai/skills)** · 1.6K Star — TypeSafe の System One / JEV API 向け公式 Agent Skill 集。 [根拠](https://github.com/typesafe-ai/skills/blob/65a39f393687675ce170e6094757de20370365b9/skills/typesafe-ai/SKILL.md)
@@ -267,6 +273,7 @@
- **[Foreman](https://github.com/thruwire/foreman)** · 472 Star — ワーカーの差分、ログ、テストを読み取り、スタック/オフトラック/検証について JEV Nouls に質問し、Python ポリシーを適用する独立したスーパーバイザー ループ。 [根拠](https://github.com/thruwire/foreman/blob/209182dac7a3467033fd093ab4ca47d21279984a/src/foreman/foreman/jev.py)
- **[Awesome TypeSafe](https://github.com/AbdelStark/awesome-typesafe)** · 431 Star — TypeSafe・System One・JEV の公式／コミュニティ資源をまとめたキュレーション一覧。 [根拠](https://github.com/AbdelStark/awesome-typesafe/blob/d44dc0a1e26d41bc7f543d39b4b62ae5cb9f13c8/README.md)
- **[Awesome TypeSafe JEV](https://github.com/AbdelStark/awesome-typesafe-jev)** · 431 Star — TypeSafe JEV のプロジェクト・SDK・デモ・評価を根拠付きでまとめたガイド。 [根拠](https://github.com/AbdelStark/awesome-typesafe-jev/blob/9384099af36cd439b7f0bd4311560ac02eeabe7c/README.md)
+- **[Awesome Jev Skills](https://github.com/wuyoscar/jev-skill)** · 398 Star — 標準ライブラリだけで動く JEV クライアントを含む Agent スキルとワークフロー集です。 [根拠](https://github.com/wuyoscar/jev-skill/blob/4d6efbc5b87a4172524ad4ab4590aef077fdc13b/skills/jev/scripts/jev.py)
- **[Awesome JEV Projects](https://github.com/logicrw/awesome-jev-projects)** · 334 Star — 根拠付き JEV エコシステムレーダー。平易な発見 UI と GitHub 同期付き。 [根拠](https://github.com/logicrw/awesome-jev-projects/blob/d1b1b8d6c68c1754425778606d20d2cb14b09895/SKILL.md)
- **[Awesome JEV (cobanov)](https://github.com/cobanov/awesome-jev)** · 316 Star — JEV / TypeSafe System One で作られたプロジェクトの根拠付き一覧。 [根拠](https://github.com/cobanov/awesome-jev/blob/2c8c34a7a89499a0cec3ca7de3a23fec3ea9dc97/README.md)
- **[Orchestkit](https://github.com/yonatangross/orchestkit)** · 281 Star — OrchestKit はオプションで JEV を使用してコーディング セッションを分類し、信頼度がしきい値を満たしたときにその色を設定できます。 [根拠](https://github.com/yonatangross/orchestkit/blob/569095f35ce61a4881197dfb8117f4c3312e2bee/src/hooks/src/lib/session-category-provider.ts)
@@ -281,10 +288,15 @@
- **[Building with JEV Skill](https://github.com/dbreunig/building-with-jev-skill)** · 128 Star — JEV / System One を呼ぶプログラムの作成・改善を助ける Agent Skill。 [根拠](https://github.com/dbreunig/building-with-jev-skill/blob/04fe3666c6b8b8abfec1271c0e581c823a181f6d/skills/jev/SKILL.md)
- **[Awesome Jev](https://github.com/hellogumbo/awesome-jev)** · 127 Star — awesomejev.com の元カタログで、リポジトリ、連携、デモ、研究を収録。 [根拠](https://github.com/hellogumbo/awesome-jev/blob/e18fa74fa53e27395a074cf94c7a127e912fb090/data/projects.json)
- **[Awesome JEV TypeSafe](https://github.com/valentynkit/awesome-jev-typesafe)** · 125 Star — 型付きで信頼度を扱う判断を中心にした TypeSafe JEV 資料一覧。 [根拠](https://github.com/valentynkit/awesome-jev-typesafe/blob/7eec7360d502826b51d1c8862c9fd2d76eecf6e4/readme.md)
+- **[Awesome JEV (Promethe-us)](https://github.com/Promethe-us/awesome-jev)** · 122 Star — 出典を確認した JEV の資料、プロジェクト、研究、運用情報をまとめた二言語コレクションです。 [根拠](https://github.com/Promethe-us/awesome-jev/blob/636623538eda3c363b8c396880ccdc8aba70d424/README.md)
- **[Taskuary](https://github.com/ldbumble/taskuary)** · 116 Star — タスク状態に関するユーザー定義の条件をチェックするための Taskuary のオプションの JEV 判定モジュール。 [根拠](https://github.com/ldbumble/taskuary/blob/4ad29d7b292a7899767338cfcc83b2dde8f43330/README.md)
- **[Stanley Code](https://github.com/devagrawal09/stanley-code)** · 111 Star — 専用アダプターを備えたコーディング Agent 向けの限定 JEV ワークフロー。 [根拠](https://github.com/devagrawal09/stanley-code/blob/fd092558ebea389c81d44f9b10e826d9a72afaa3/src/adapters/jev.ts)
+- **[Awesome JEV (kraayenjon)](https://github.com/kraayenjon/awesome-jev)** · 100 Star — JEV のユースケース、プロジェクト、SDK、ツール、学習資料をまとめたガイドです。 [根拠](https://github.com/kraayenjon/awesome-jev/blob/22570dcd8662ae039860a1dfad7d7aec4aff8e15/README.md)
- **[JEV Shell History](https://github.com/mrnugget/jev-shell-history)** · 96 Star — JEV によってランク付けされた Fish スタイルの Zsh 履歴提案ツール。コンテキストに基づいてローカル履歴から候補コマンドを順序付けします。 [根拠](https://github.com/mrnugget/jev-shell-history/blob/4b2b75d26c0ccf5726263904514a22a8e11659ea/src/suggest.ts#L1-L196)
+- **[Awesome JEV Use Cases](https://github.com/walidboulanouar/awesome-jev-use-cases)** · 84 Star — 公開済み JEV デモ、リポジトリ、報告値、モデル制約を出典付きで整理したカタログです。 [根拠](https://github.com/walidboulanouar/awesome-jev-use-cases/blob/80bd47333db768044cec10b1327c9ca3bb247994/README.md)
- **[Awesome JEV (AppitStudio)](https://github.com/AppitStudio/awesome-jev)** · 73 Star — 実行可能な型付き判断例を含む JEV 資料一覧。 [根拠](https://github.com/AppitStudio/awesome-jev/blob/5d654f24aecf992617bbc45e76f32a36eba62f65/README.md)
+- **[JevBench](https://github.com/fstandhartinger/jevbench)** · 71 Star — JEV、オープン判断モデル、分類器、リランカーを比較する再現可能なベンチマークです。 [根拠](https://github.com/fstandhartinger/jevbench/blob/75e6224ed8103bbc3485ca74820a2eaf7ce8abe0/jevbench/adapters/typesafe.py)
+- **[Awesome JEV ZH](https://github.com/yzfly/awesome-jev-zh)** · 59 Star — 厳選プロジェクト、実践チュートリアル、価格、独立した注意点を含む中国語 JEV ガイドです。 [根拠](https://github.com/yzfly/awesome-jev-zh/blob/cdb8a78cb3ac4cec36ebe305b73a4e0b4f5cba21/README.md)
↑ カテゴリへ戻る
@@ -296,6 +308,7 @@
- **[JEV Trader](https://github.com/jarrodwatts/jev-trader)** · 1.9K Star — モナドブロックごとに 1 つの JEV 取引決定を要求できるマーケットメイク実験。 [根拠](https://github.com/jarrodwatts/jev-trader/blob/b587759e459ea049590102e54a0b07800864cdc3/src/model.ts)
- **[Astra + JEV Minecraft Agent](https://github.com/rmalde/minecraft-agent)** · 485 Star — プランナーが目標を定め、JEV が合法なゲーム操作を選ぶ Minecraft Agent。 [根拠](https://github.com/rmalde/minecraft-agent/blob/78b40ed59514e5e2abde33a05ce398ecb2c39e05/models.mjs)
- **[TypeSafe Mario](https://github.com/fhshaik/typesafe-mario)** · 338 Star — JEV 構造化エミュレータ RAM とスクリーンショットの代わりにテレメトリを提供する実験的な NES マリオ コントローラ。 [根拠](https://github.com/fhshaik/typesafe-mario/blob/ca22449ed187118d19326d1f54b01b6636578aa4/README.md)
+- **[Embodied JEV](https://github.com/FBddcz/embodied-jev)** · 170 Star — JEV、ローカルモデル、汎用モデルの判断ポリシーを比較する身体化 Agent 評価基盤です。 [根拠](https://github.com/FBddcz/embodied-jev/blob/687210b62f3fad831295ebb1b83dab0b4e013baa/src/embodied_jev/policies.py)
- **[Jevpilot](https://github.com/standardagents/jevpilot)** · 155 Star — JEV がローカルで生成されたパスと速度の中から選択するブラウザー運転シミュレーター。 [根拠](https://github.com/standardagents/jevpilot/blob/e1beeb13b9a928fb76f167f86af584f4ce9cf180/README.md)
- **[Dasheng](https://github.com/wquguru/dasheng)** · 119 Star — ストリーミング ASR と単語ごとの JEV 判断を組み合わせた音読練習アプリ。 [根拠](https://github.com/wquguru/dasheng/blob/1bacff4a075527e6c02da242a72d117e7cb3286b/lib/jev.js)
- **[JEV Drone](https://github.com/RomanSlack/jev-drone)** · 119 Star — JEV 戦術的なアドバイスのためにカメラ バッファーからシーンの特徴を導出する MuJoCo ドローン実験。 [根拠](https://github.com/RomanSlack/jev-drone/blob/cbeb53ce4f17a06ea490ae43effcdad231143610/tactics.py#L184)
@@ -303,7 +316,6 @@
- **[Formanator](https://github.com/timrogers/formanator)** · 99 Star — 任意の JEV レシート分類を備えた福利厚生申請 CLI / MCP クライアント。 [根拠](https://github.com/timrogers/formanator/blob/548740edef37a4169eef163e4988e64f43a560ec/src/typesafe.rs)
- **[JEV Trade](https://github.com/aowang-ai/jev-trade)** · 95 Star — JEV を限定判断レイヤーに使う Hyperliquid ライブ取引 Agent。 [根拠](https://github.com/aowang-ai/jev-trade/blob/df2c9656324a8a75996eb0612de7adcfe3ce6f89/src/model.ts)
- **[Prism Liquidity Agent](https://github.com/irfndi/prism-liquidity-agent)** · 69 Star — リバランス判断サービスで JEV を使う自律流動性 Agent。 [根拠](https://github.com/irfndi/prism-liquidity-agent/blob/22c67bdbe30bab608226832256a5013ad826b707/engine/jev-service.ts)
-- **[Jev Reviewer](https://github.com/choxos/jev-reviewer)** · 32 Star — 試験報告書から原文の引用を抜き出し、システマティックレビューの抽出フォームを埋めるブラウザアプリ。 [根拠](https://github.com/choxos/jev-reviewer/blob/da15868cdca5e64555e6643243a52ea71f60cf3b/docs/jev.js#L51)
↑ カテゴリへ戻る
diff --git a/README.md b/README.md
index a6370ca..287057e 100644
--- a/README.md
+++ b/README.md
@@ -5,7 +5,7 @@
Browse the live Awesome JEV gallery ·
Featured projects ·
- All 171 projects ·
+ All 183 projects ·
JSON catalogue ·
简体中文 ·
日本語
@@ -31,8 +31,8 @@
- | 171 |
- 48 |
+ 183 |
+ 49 |
10 |
2026-09-22 |
@@ -44,15 +44,15 @@
Browse by category
- Browser & computer use · 15 ·
- SDK integrations · 28 ·
+ Browser & computer use · 16 ·
+ SDK integrations · 30 ·
Routing & optimization · 16 ·
- Open models · 20 ·
- Search & data · 14
- Safety & review · 13 ·
+ Open models · 21 ·
+ Search & data · 15
+ Safety & review · 14 ·
Agent workflows · 14 ·
Interfaces & automation · 9 ·
- Developer tools · 29 ·
+ Developer tools · 35 ·
Domain tools · 13
@@ -74,10 +74,10 @@
Explore with filters and full descriptions →
-## All 171 projects
+## All 183 projects
-### Browser & computer use (15)
+### Browser & computer use (16)
- **[Cua · JEV Use](https://github.com/trycua/cua)** · 25.8K stars — A computer-use example pairing Cua Driver observation and execution with bounded JEV choices. [Source](https://github.com/trycua/cua/blob/83f142c4290a0f7d9ed545ae8532858c6e4f8145/libs/cua-driver/examples/jev-use/python/jev_adapter.py#L11)
- **[Jev Ultrafast](https://github.com/browser-use/jev-ultrafast)** · 16.3K stars — A browser agent that uses JEV to choose an action and matching DOM element, calling a text model only when input text is needed. [Source](https://github.com/browser-use/jev-ultrafast/blob/1231850a0bf1a0c0341fe408ef1668dbbfdfac46/jev_ultrafast/model.py)
@@ -92,13 +92,14 @@
- **[JEV Voice Browser](https://github.com/moritzkremb/jev-voice-browser)** · 216 stars — Controls a Playwright browser by sending incremental speech transcripts to Jev. [Source](https://github.com/moritzkremb/jev-voice-browser/blob/054db0f3dbf537af63a8117632d3f941ccd520e1/src/jev.js#L123)
- **[Arc CUA · TypeSafe Policy](https://github.com/shhivv/arc-cua)** · 127 stars — A fast computer-use action layer with a TypeSafe policy implementation. [Source](https://github.com/shhivv/arc-cua/blob/6d47ce6c906d7d8586d3553e277c1c3611c4f6af/src/arc_cua/policies/typesafe.py)
- **[JEV Use](https://github.com/savka777/jev-use)** · 86 stars — A macOS computer-use harness that drives Accessibility controls without a vision model. [Source](https://github.com/savka777/jev-use/blob/8907f85354addfa3d2b78f6a462087e4c73310b8/README.md)
+- **[WindTunnel · JEV Benchmarks](https://github.com/nekuda-ai/WindTunnel)** · 76 stars — A browser-agent benchmark harness with frozen JEV experiments across accessibility and WebMCP interfaces. [Source](https://github.com/nekuda-ai/WindTunnel/blob/5ca8644e23826ebb30108e7bad240b61043bfe67/experiments/jev/run.mjs)
- **[TypeSafe Adblock](https://github.com/realZachi/typesafe-adblock)** · 68 stars — An experimental Chrome extension that asks Jev whether candidate DOM elements are ads, then highlights or removes them. [Source](https://github.com/realZachi/typesafe-adblock/blob/7e067d243d87b7fe4d511653c0ddcd77b9beee18/src/typesafe.js)
- **[JEV Browser](https://github.com/Ying-Kai-Liao/jev-browser)** · 67 stars — A browser automation library, CLI, and MCP server pairing LLM plans with JEV actions. [Source](https://github.com/Ying-Kai-Liao/jev-browser/blob/578cff6e701a131733d03256078bb559a45ad188/src/jev.mjs)
↑ Back to categories
-### SDK integrations (28)
+### SDK integrations (30)
- **[LangChain · TypeSafe](https://github.com/langchain-ai/langchain)** · 146.8K stars — An optional JEV classifier integration for Python LangChain workflows. [Source](https://github.com/langchain-ai/langchain/blob/eba445b7563d1709427bd8072892975a6ea59fdc/libs/partners/typesafe/langchain_typesafe/classifier.py)
- **[Composio · TypeSafe Provider](https://github.com/ComposioHQ/composio)** · 30.3K stars — A TypeSafe provider that uses JEV to choose among tools and bounded argument options. [Source](https://github.com/ComposioHQ/composio/blob/4b5920bf7aa55c8a44657b060d4bd25ce7b13a9a/ts/packages/providers/typesafe/src/decide.ts)
@@ -114,6 +115,7 @@
- **[Ax · TypeSafe Client](https://github.com/ax-llm/ax)** · 2.9K stars — A TypeSafe integration for boolean, finite-class, and native JEV signatures. [Source](https://github.com/ax-llm/ax/blob/5c43344f9ef3016db576fa2c3b59d48ef21b4d71/src/ax/ai/typesafe/client.ts#L1)
- **[http4k · TypeSafe Client](https://github.com/http4k/http4k)** · 2.8K stars — A typed Kotlin client and fake implementation for the TypeSafe System One API. [Source](https://github.com/http4k/http4k/blob/528ef94c9533b42be9010396bd1828ed1c84c9d2/connect/ai/typesafe/client/src/main/kotlin/org/http4k/connect/typesafe/action/SystemOne.kt)
- **[Vellum Assistant · JEV](https://github.com/vellum-ai/vellum-assistant)** · 1.3K stars — An optional JEV provider that submits conversation state and explicit questions. [Source](https://github.com/vellum-ai/vellum-assistant/blob/ee5ba342719e72b67698c2e1a4a78837321d0b1d/assistant/src/providers/jev/client.ts)
+- **[Laravel AI · TypeSafe](https://github.com/laravel/ai)** · 1.2K stars — Laravel AI includes a native TypeSafe classification provider backed by JEV. [Source](https://github.com/laravel/ai/blob/f0a5d4f3c5bddda7c8975eb79e92d62811197484/src/Providers/TypeSafeProvider.php)
- **[Req LLM](https://github.com/agentjido/req_llm)** · 581 stars — A TypeSafe provider for calling Jev through ReqLLM’s evaluate interface in Elixir. [Source](https://github.com/agentjido/req_llm/blob/9cb0ee7a0fea5f3520fc953911d352c93193615e/README.md)
- **[Simple JEV](https://github.com/featherless-ai/simple-jev)** · 458 stars — Adapter turning open LLM endpoints into Jev-compatible classification services without training a separate classifier head. [Source](https://github.com/featherless-ai/simple-jev/blob/0dd5396ffce671ab7c4bfc031506d8e558cf8d23/demos/jevpilot/src/simple-jev-api.js#L1-L85)
- **[Classifier.dev](https://github.com/mrmps/classifier-dev)** · 406 stars — A zero-shot classification service with JEV as its primary typed-decision backend. [Source](https://github.com/mrmps/classifier-dev/blob/33ca63816f2bc7e93c3f2d0715f7896500370739/src/jev.ts)
@@ -125,6 +127,7 @@
- **[TypeSafe SDK Js](https://github.com/typesafe-ai/typesafe-sdk-js)** · 214 stars — The JavaScript and TypeScript SDK published by TypeSafe, with typed Jev requests and answers. [Source](https://github.com/typesafe-ai/typesafe-sdk-js/blob/66880ccded6cb642dc1809620c2b108c33730214/README.md)
- **[TypeSafe SDK Python](https://github.com/typesafe-ai/typesafe-sdk-python)** · 188 stars — Official TypeSafe Python SDK with synchronous and asynchronous clients for Jev System One, plus question and answer types. [Source](https://github.com/typesafe-ai/typesafe-sdk-python/blob/2ce5c65f13646cab6e6f782328194c9d85f3300a/src/typesafe_sdk/_core/client/sync/client.py#L206-L221)
- **[Runline](https://github.com/Michaelliv/runline)** · 163 stars — A TypeSafe plugin exposing Jev decisions as callable actions in Runline Agent JavaScript. [Source](https://github.com/Michaelliv/runline/blob/6bdddfa82cd95b6b9a07e57fd93a271ae83a0d1b/README.md)
+- **[NeuroLink · TypeSafe](https://github.com/Juspay/neurolink)** · 137 stars — NeuroLink ships a TypeSafe provider and classifier-routing support for JEV. [Source](https://github.com/Juspay/neurolink/blob/e2d87c355cf9e725ae5edc3c6db6c05fa659aaa0/src/lib/providers/typesafe.ts)
- **[AI](https://github.com/hackclub/ai)** · 133 stars — A Jev forwarding endpoint in the Hack Club AI proxy, using its authentication, limits and usage logging. [Source](https://github.com/hackclub/ai/blob/a76ea2cb159f707a60107935a5b2e0dbdc7455f5/README.md)
- **[Effect Agent](https://github.com/danieljvdm/effect-agent)** · 121 stars — An Effect Agent TypeSafe decision provider for typed question sets and optional model selection. [Source](https://github.com/danieljvdm/effect-agent/blob/88005e497e9b627eeb16d670f278903c57601da9/README.md)
- **[Advocaat](https://github.com/pithings/advocaat)** · 89 stars — A small TypeScript client for asking Jev multiple typed questions about the same data. [Source](https://github.com/pithings/advocaat/blob/bc46287fc1102b95852a81d679c6e34a2c44f4a2/README.md)
@@ -154,7 +157,7 @@
↑ Back to categories
-### Open models (20)
+### Open models (21)
- **[Laya](https://github.com/NandhaKishorM/laya)** · 11.5K 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)
- **[SemIf](https://github.com/TheoLeeCJ/SemIf)** · 3.4K stars — An independent open-model implementation of the semantic-if interface pattern. [Source](https://github.com/TheoLeeCJ/SemIf/blob/ca3ba65f142967030ecb453346e94d6f476a69df/README.md)
@@ -166,6 +169,7 @@
- **[Splash](https://github.com/incoai/splash)** · 578 stars — A local Apple Silicon inference engine oriented around decision-style models. [Source](https://github.com/incoai/splash/blob/f53d5ab543a7accdc332c060fd594a693f33f529/README.md)
- **[Von](https://github.com/wfzyx/von)** · 374 stars — An open, local System One decision model with a JEV-compatible interface. [Source](https://github.com/wfzyx/von/blob/14d09878e89b103bfbbe641f9bed02e4d72c8830/README.md)
- **[Decider](https://github.com/Mapika/decider)** · 279 stars — One-pass typed decisions with calibrated probabilities, fine-tuned from Qwen3.5-2B. [Source](https://github.com/Mapika/decider/blob/c4daaac28af9fea95d627015cffa2dd5a5926ee6/decider/__init__.py)
+- **[Rizzo Flow](https://github.com/Rizzo-AI-Academy/rizzo-flow)** · 273 stars — An independent local decision model exposing a TypeSafe-compatible System One interface. [Source](https://github.com/Rizzo-AI-Academy/rizzo-flow/blob/d34665b7a28c62b79f37939f2fd83f5fe659fbf9/src/rizzo_flow/compat.py)
- **[OpenJEV SGLang](https://github.com/ekzhang/openjev-sglang)** · 258 stars — A JEV-compatible API endpoint built on open models with a prefill-only serving path. [Source](https://github.com/ekzhang/openjev-sglang/blob/604664a22b2cf44c6cc499e503092ae4e3c24c03/src/openjev/__init__.py)
- **[OpenJEV Verdict 2.0](https://github.com/Heman10x-NGU/openJev-verdict-2.0)** · 246 stars — A calibrated ~151M non-autoregressive local decision engine aiming at JEV-style typed answers. [Source](https://github.com/Heman10x-NGU/openJev-verdict-2.0/blob/a458733c5f43fc7f30b6e4381636cbfbf8437633/openjev/__init__.py)
- **[JEV Visual](https://github.com/hr98w/jev-visual)** · 221 stars — An educational JEV-like visual inference experiment on Apple Silicon with shared context scoring. [Source](https://github.com/hr98w/jev-visual/blob/19af545f096e8db4c4dd5d47aed42d92ec252111/jev_visual/scoring.py)
@@ -180,11 +184,12 @@
↑ Back to categories
-### Search & data (14)
+### Search & data (15)
- **[OpenViking · JEV Rerank](https://github.com/volcengine/OpenViking)** · 38.4K stars — OpenViking can use JEV as a calibrated reranker for agent memory and context retrieval. [Source](https://github.com/volcengine/OpenViking/blob/b8bed5a1ad3a1c524b5e1fd0fa591df51ca9b7cc/openviking/models/rerank/jev_rerank.py)
- **[Hindsight · TypeSafe Rerank](https://github.com/vectorize-io/hindsight)** · 24.8K stars — An agent-memory system with a TypeSafe reranker that can prune irrelevant recall candidates. [Source](https://github.com/vectorize-io/hindsight/blob/680406b3dd9cca2108c7f0e204820a09b4e30906/hindsight-api-slim/hindsight_api/engine/cross_encoder.py)
- **[GreptimeDB · JEV SQL](https://github.com/GreptimeTeam/greptimedb)** · 6.7K stars — GreptimeDB adds an experimental SQL predicate backed by JEV judgments. [Source](https://github.com/GreptimeTeam/greptimedb/blob/b5199bc59a199875187d808158357a33b09e5f60/src/common/function/src/scalars/jev.rs)
+- **[Hippo Memory · JEV Reranker](https://github.com/kitfunso/hippo-memory)** · 752 stars — A local-first agent-memory library with an opt-in JEV reranker for recalled memories. [Source](https://github.com/kitfunso/hippo-memory/blob/c9eb2c31cd307cdae78c05e1fcb3e6d062efd5c0/src/rerankers/jev.ts)
- **[Kody](https://github.com/kentcdodds/kody)** · 663 stars — Optional second-stage search: widen the hybrid pool, then Score-rerank candidates with Workers AI typesafe/jev. [Source](https://github.com/kentcdodds/kody/blob/ed9275186dc817530dd2289e62c208ac3809391f/packages/worker/src/mcp/tools/search-jev-rerank.ts)
- **[JEV Search](https://github.com/superagents-lab/jev-search)** · 385 stars — Searches the web with Jev choosing sources and time ranges, then ranking returned links. [Source](https://github.com/superagents-lab/jev-search/blob/522868762f0637b20bf533f136e930cceb83b9f3/src/lib/typesafe.ts#L48)
- **[Jev Experiments](https://github.com/dabit3/jev-experiments)** · 358 stars — Small Jev experiments including intent search and agent-assist flows. [Source](https://github.com/dabit3/jev-experiments/tree/c469e5bfdc73eb3e1999bba2569e66b579a970fd/agent-assist)
@@ -200,7 +205,7 @@
↑ Back to categories
-### Safety & review (13)
+### Safety & review (14)
- **[Sub2API · JEV Moderation](https://github.com/Wei-Shaw/sub2api)** · 42.3K stars — A subscription-to-API gateway with a native TypeSafe client for content moderation. [Source](https://github.com/Wei-Shaw/sub2api/blob/1c0a69c0ceddb2fd21581c17ab09f6c500b89ba1/backend/internal/pkg/typesafe/client.go)
- **[Agentgateway · JEV Guardrail](https://github.com/agentgateway/agentgateway)** · 5.0K stars — A JEV webhook guardrail example for inspecting model requests and responses. [Source](https://github.com/agentgateway/agentgateway/blob/6b0270efd25b5255932943e48b5ca47583d3ad28/examples/llm-guardrail-jev/guardrail.ts)
@@ -214,6 +219,7 @@
- **[Pi Warden](https://github.com/DevMortimer/pi-warden)** · 132 stars — Adds checks for project rules, out-of-scope actions, repeated failures, and completion claims to Pi Agents. [Source](https://github.com/DevMortimer/pi-warden/blob/e6c801679464b1a9624225114eb5fb443c27d823/src/guard.ts)
- **[Supercov](https://github.com/supercorp-ai/supercov)** · 94 stars — A code-quality and coverage tool that uses JEV for bounded quality checks. [Source](https://github.com/supercorp-ai/supercov/blob/55f5ce93a239829c224b89e6749991310be91ea4/crates/supercov-cli/src/quality.rs)
- **[Captaincore](https://github.com/CaptainCore/captaincore)** · 71 stars — Jev commands in the WordPress toolkit CaptainCore answer structured questions and prioritize malware scanner findings for review. [Source](https://github.com/CaptainCore/captaincore/blob/f54e0669350707b2f4f4c67a0130fdd6574bd0b5/cmd/typesafe.go)
+- **[JEV Lint](https://github.com/mizchi/jev-lint)** · 70 stars — A semantic code linter that batches repository findings through a zero-dependency JEV client. [Source](https://github.com/mizchi/jev-lint/blob/c9846c8c9ee13a917f3af26294a4fdf1421d21b1/src/jev.ts)
- **[Oxlint Plugin JEV](https://github.com/wobsoriano/oxlint-plugin-jev)** · 55 stars — An Oxlint plugin that evaluates semantic lint rules with JEV. [Source](https://github.com/wobsoriano/oxlint-plugin-jev/blob/18c5bc9097d88344382a98a78a67698c9c7ecf01/src/jev.ts)
↑ Back to categories
@@ -254,7 +260,7 @@
↑ Back to categories
-### Developer tools (29)
+### Developer tools (35)
- **[Fast Jev Compaction](https://github.com/tamaratran/fast-jev-compaction)** · 6.0K stars — Compacts Claude Code tool history while keeping retained text verbatim. [Source](https://github.com/tamaratran/fast-jev-compaction/blob/e3f262a7f4d42bd8dd32ced30d26176f7cb545b0/src/client.ts)
- **[TypeSafe Skills](https://github.com/typesafe-ai/skills)** · 1.6K stars — Official agent skills for building against TypeSafe’s System One / JEV API. [Source](https://github.com/typesafe-ai/skills/blob/65a39f393687675ce170e6094757de20370365b9/skills/typesafe-ai/SKILL.md)
@@ -267,6 +273,7 @@
- **[Foreman](https://github.com/thruwire/foreman)** · 472 stars — An independent supervisor loop that reads worker diffs, logs and tests, asks Jev Nouls about stuck / off-track / verify, then applies a Python policy. [Source](https://github.com/thruwire/foreman/blob/209182dac7a3467033fd093ab4ca47d21279984a/src/foreman/foreman/jev.py)
- **[Awesome TypeSafe](https://github.com/AbdelStark/awesome-typesafe)** · 431 stars — A curated list of official and community resources for TypeSafe, System One, and JEV. [Source](https://github.com/AbdelStark/awesome-typesafe/blob/d44dc0a1e26d41bc7f543d39b4b62ae5cb9f13c8/README.md)
- **[Awesome TypeSafe JEV](https://github.com/AbdelStark/awesome-typesafe-jev)** · 431 stars — A source-backed field guide to TypeSafe JEV projects, SDKs, demos, and evaluations. [Source](https://github.com/AbdelStark/awesome-typesafe-jev/blob/9384099af36cd439b7f0bd4311560ac02eeabe7c/README.md)
+- **[Awesome Jev Skills](https://github.com/wuyoscar/jev-skill)** · 398 stars — A collection of agent skills and workflows with a standard-library JEV decision client. [Source](https://github.com/wuyoscar/jev-skill/blob/4d6efbc5b87a4172524ad4ab4590aef077fdc13b/skills/jev/scripts/jev.py)
- **[Awesome JEV Projects](https://github.com/logicrw/awesome-jev-projects)** · 334 stars — A source-backed JEV ecosystem radar with plain-language discovery and GitHub sync. [Source](https://github.com/logicrw/awesome-jev-projects/blob/d1b1b8d6c68c1754425778606d20d2cb14b09895/SKILL.md)
- **[Awesome JEV (cobanov)](https://github.com/cobanov/awesome-jev)** · 316 stars — A source-backed list of projects built with JEV / TypeSafe System One. [Source](https://github.com/cobanov/awesome-jev/blob/2c8c34a7a89499a0cec3ca7de3a23fec3ea9dc97/README.md)
- **[Orchestkit](https://github.com/yonatangross/orchestkit)** · 281 stars — OrchestKit can optionally use Jev to classify coding sessions and set their colors when confidence meets a threshold. [Source](https://github.com/yonatangross/orchestkit/blob/569095f35ce61a4881197dfb8117f4c3312e2bee/src/hooks/src/lib/session-category-provider.ts)
@@ -281,10 +288,15 @@
- **[Building with JEV Skill](https://github.com/dbreunig/building-with-jev-skill)** · 128 stars — An agent skill for writing and improving programs that call JEV / System One. [Source](https://github.com/dbreunig/building-with-jev-skill/blob/04fe3666c6b8b8abfec1271c0e581c823a181f6d/skills/jev/SKILL.md)
- **[Awesome Jev](https://github.com/hellogumbo/awesome-jev)** · 127 stars — The source catalogue behind awesomejev.com, covering repos, integrations, demos, and research. [Source](https://github.com/hellogumbo/awesome-jev/blob/e18fa74fa53e27395a074cf94c7a127e912fb090/data/projects.json)
- **[Awesome JEV TypeSafe](https://github.com/valentynkit/awesome-jev-typesafe)** · 125 stars — A TypeSafe JEV resource list centered on typed, confidence-aware decisions. [Source](https://github.com/valentynkit/awesome-jev-typesafe/blob/7eec7360d502826b51d1c8862c9fd2d76eecf6e4/readme.md)
+- **[Awesome JEV (Promethe-us)](https://github.com/Promethe-us/awesome-jev)** · 122 stars — A source-backed bilingual collection of JEV resources, projects, research, and operational updates. [Source](https://github.com/Promethe-us/awesome-jev/blob/636623538eda3c363b8c396880ccdc8aba70d424/README.md)
- **[Taskuary](https://github.com/ldbumble/taskuary)** · 116 stars — An optional Jev judgment module in Taskuary for checking user-defined conditions on task state. [Source](https://github.com/ldbumble/taskuary/blob/4ad29d7b292a7899767338cfcc83b2dde8f43330/README.md)
- **[Stanley Code](https://github.com/devagrawal09/stanley-code)** · 111 stars — Bounded JEV workflows for coding agents with a dedicated adapter. [Source](https://github.com/devagrawal09/stanley-code/blob/fd092558ebea389c81d44f9b10e826d9a72afaa3/src/adapters/jev.ts)
+- **[Awesome JEV (kraayenjon)](https://github.com/kraayenjon/awesome-jev)** · 100 stars — A curated guide to JEV use cases, projects, SDKs, tools, and learning resources. [Source](https://github.com/kraayenjon/awesome-jev/blob/22570dcd8662ae039860a1dfad7d7aec4aff8e15/README.md)
- **[JEV Shell History](https://github.com/mrnugget/jev-shell-history)** · 96 stars — Fish-style Zsh history suggestion tool ranked by Jev, ordering candidate commands from local history based on context. [Source](https://github.com/mrnugget/jev-shell-history/blob/4b2b75d26c0ccf5726263904514a22a8e11659ea/src/suggest.ts#L1-L196)
+- **[Awesome JEV Use Cases](https://github.com/walidboulanouar/awesome-jev-use-cases)** · 84 stars — A source-linked catalogue of shipped JEV demos, repositories, reported metrics, and model limits. [Source](https://github.com/walidboulanouar/awesome-jev-use-cases/blob/80bd47333db768044cec10b1327c9ca3bb247994/README.md)
- **[Awesome JEV (AppitStudio)](https://github.com/AppitStudio/awesome-jev)** · 73 stars — A curated JEV resource list with runnable typed-decision examples. [Source](https://github.com/AppitStudio/awesome-jev/blob/5d654f24aecf992617bbc45e76f32a36eba62f65/README.md)
+- **[JevBench](https://github.com/fstandhartinger/jevbench)** · 71 stars — A reproducible benchmark comparing JEV with open decision models, classifiers, and rerankers. [Source](https://github.com/fstandhartinger/jevbench/blob/75e6224ed8103bbc3485ca74820a2eaf7ce8abe0/jevbench/adapters/typesafe.py)
+- **[Awesome JEV ZH](https://github.com/yzfly/awesome-jev-zh)** · 59 stars — A Chinese JEV ecosystem guide with curated projects, practical tutorials, pricing, and independent caveats. [Source](https://github.com/yzfly/awesome-jev-zh/blob/cdb8a78cb3ac4cec36ebe305b73a4e0b4f5cba21/README.md)
↑ Back to categories
@@ -296,6 +308,7 @@
- **[JEV Trader](https://github.com/jarrodwatts/jev-trader)** · 1.9K stars — A market-making experiment that can request one JEV trade decision per Monad block. [Source](https://github.com/jarrodwatts/jev-trader/blob/b587759e459ea049590102e54a0b07800864cdc3/src/model.ts)
- **[Astra + JEV Minecraft Agent](https://github.com/rmalde/minecraft-agent)** · 485 stars — A Minecraft agent where a planner sets objectives and JEV selects legal game actions. [Source](https://github.com/rmalde/minecraft-agent/blob/78b40ed59514e5e2abde33a05ce398ecb2c39e05/models.mjs)
- **[TypeSafe Mario](https://github.com/fhshaik/typesafe-mario)** · 338 stars — An experimental NES Mario controller that gives Jev structured emulator RAM and telemetry instead of screenshots. [Source](https://github.com/fhshaik/typesafe-mario/blob/ca22449ed187118d19326d1f54b01b6636578aa4/README.md)
+- **[Embodied JEV](https://github.com/FBddcz/embodied-jev)** · 170 stars — An embodied-agent evaluation stack comparing JEV with local and general-model decision policies. [Source](https://github.com/FBddcz/embodied-jev/blob/687210b62f3fad831295ebb1b83dab0b4e013baa/src/embodied_jev/policies.py)
- **[Jevpilot](https://github.com/standardagents/jevpilot)** · 155 stars — A browser driving simulator where Jev chooses among locally generated paths and speeds. [Source](https://github.com/standardagents/jevpilot/blob/e1beeb13b9a928fb76f167f86af584f4ce9cf180/README.md)
- **[Dasheng](https://github.com/wquguru/dasheng)** · 119 stars — A reading-practice app that combines streaming ASR with per-word JEV judgments. [Source](https://github.com/wquguru/dasheng/blob/1bacff4a075527e6c02da242a72d117e7cb3286b/lib/jev.js)
- **[JEV Drone](https://github.com/RomanSlack/jev-drone)** · 119 stars — A MuJoCo drone experiment deriving scene features from camera buffers for Jev tactical advice. [Source](https://github.com/RomanSlack/jev-drone/blob/cbeb53ce4f17a06ea490ae43effcdad231143610/tactics.py#L184)
@@ -303,7 +316,6 @@
- **[Formanator](https://github.com/timrogers/formanator)** · 99 stars — A CLI and MCP client for benefit claims with optional JEV receipt classification. [Source](https://github.com/timrogers/formanator/blob/548740edef37a4169eef163e4988e64f43a560ec/src/typesafe.rs)
- **[JEV Trade](https://github.com/aowang-ai/jev-trade)** · 95 stars — A live Hyperliquid trading agent with JEV as a bounded decision layer. [Source](https://github.com/aowang-ai/jev-trade/blob/df2c9656324a8a75996eb0612de7adcfe3ce6f89/src/model.ts)
- **[Prism Liquidity Agent](https://github.com/irfndi/prism-liquidity-agent)** · 69 stars — An autonomous liquidity agent that uses JEV inside its rebalancing decision service. [Source](https://github.com/irfndi/prism-liquidity-agent/blob/22c67bdbe30bab608226832256a5013ad826b707/engine/jev-service.ts)
-- **[Jev Reviewer](https://github.com/choxos/jev-reviewer)** · 32 stars — A browser app that pulls verbatim quotes from trial reports to fill systematic-review extraction forms. [Source](https://github.com/choxos/jev-reviewer/blob/da15868cdca5e64555e6643243a52ea71f60cf3b/docs/jev.js#L51)
↑ Back to categories
diff --git a/README.zh-CN.md b/README.zh-CN.md
index 8264da6..d59487d 100644
--- a/README.zh-CN.md
+++ b/README.zh-CN.md
@@ -5,7 +5,7 @@
浏览 Awesome JEV 主站 Gallery ·
精选项目 ·
- 全部 171 个项目 ·
+ 全部 183 个项目 ·
JSON 目录 ·
English ·
日本語
@@ -31,8 +31,8 @@
- | 171 |
- 48 |
+ 183 |
+ 49 |
10 |
2026-09-22 |
@@ -44,15 +44,15 @@
按分类浏览
- 浏览器与电脑操作 · 15 ·
- SDK 与框架集成 · 28 ·
+ 浏览器与电脑操作 · 16 ·
+ SDK 与框架集成 · 30 ·
路由与优化 · 16 ·
- 开放模型 · 20 ·
- 搜索与数据 · 14
- 安全与审查 · 13 ·
+ 开放模型 · 21 ·
+ 搜索与数据 · 15
+ 安全与审查 · 14 ·
Agent 工作流 · 14 ·
界面与自动化 · 9 ·
- 开发者工具 · 29 ·
+ 开发者工具 · 35 ·
垂直工具 · 13
@@ -74,10 +74,10 @@
在主站筛选并查看完整项目说明 →
-## 全部 171 个项目
+## 全部 183 个项目
-### 浏览器与电脑操作 (15)
+### 浏览器与电脑操作 (16)
- **[Cua · JEV Use](https://github.com/trycua/cua)** · 25.8K Star — 把 Cua Driver 的观察与执行能力和 JEV 的有限动作选择结合起来。 [源码证据](https://github.com/trycua/cua/blob/83f142c4290a0f7d9ed545ae8532858c6e4f8145/libs/cua-driver/examples/jev-use/python/jev_adapter.py#L11)
- **[Jev Ultrafast](https://github.com/browser-use/jev-ultrafast)** · 16.3K Star — 用 JEV 一次选出浏览器动作与对应 DOM 元素，只在需要输入文本时再调用文本模型。 [源码证据](https://github.com/browser-use/jev-ultrafast/blob/1231850a0bf1a0c0341fe408ef1668dbbfdfac46/jev_ultrafast/model.py)
@@ -92,13 +92,14 @@
- **[JEV Voice Browser](https://github.com/moritzkremb/jev-voice-browser)** · 216 Star — 用语音控制 Playwright 浏览器，将逐步转写的口令交给 Jev 判断。 [源码证据](https://github.com/moritzkremb/jev-voice-browser/blob/054db0f3dbf537af63a8117632d3f941ccd520e1/src/jev.js#L123)
- **[Arc CUA · TypeSafe Policy](https://github.com/shhivv/arc-cua)** · 127 Star — 带 TypeSafe Policy 实现的高速 Computer Use 动作层。 [源码证据](https://github.com/shhivv/arc-cua/blob/6d47ce6c906d7d8586d3553e277c1c3611c4f6af/src/arc_cua/policies/typesafe.py)
- **[JEV Use](https://github.com/savka777/jev-use)** · 86 Star — 无需视觉模型、通过无障碍控件操作 macOS 的 Computer Use 工具。 [源码证据](https://github.com/savka777/jev-use/blob/8907f85354addfa3d2b78f6a462087e4c73310b8/README.md)
+- **[WindTunnel · JEV Benchmarks](https://github.com/nekuda-ai/WindTunnel)** · 76 Star — 浏览器 Agent 基准测试工具，包含基于无障碍树与 WebMCP 接口的冻结 JEV 实验。 [源码证据](https://github.com/nekuda-ai/WindTunnel/blob/5ca8644e23826ebb30108e7bad240b61043bfe67/experiments/jev/run.mjs)
- **[TypeSafe Adblock](https://github.com/realZachi/typesafe-adblock)** · 68 Star — 一个实验性 Chrome 扩展，让 Jev 判断候选 DOM 元素是否是广告，再高亮或移除。 [源码证据](https://github.com/realZachi/typesafe-adblock/blob/7e067d243d87b7fe4d511653c0ddcd77b9beee18/src/typesafe.js)
- **[JEV Browser](https://github.com/Ying-Kai-Liao/jev-browser)** · 67 Star — 把 LLM 规划与 JEV 动作结合的浏览器自动化库、CLI 与 MCP Server。 [源码证据](https://github.com/Ying-Kai-Liao/jev-browser/blob/578cff6e701a131733d03256078bb559a45ad188/src/jev.mjs)
↑ 返回分类
-### SDK 与框架集成 (28)
+### SDK 与框架集成 (30)
- **[LangChain · TypeSafe](https://github.com/langchain-ai/langchain)** · 146.8K Star — 面向 Python LangChain 工作流的可选 JEV 分类器集成。 [源码证据](https://github.com/langchain-ai/langchain/blob/eba445b7563d1709427bd8072892975a6ea59fdc/libs/partners/typesafe/langchain_typesafe/classifier.py)
- **[Composio · TypeSafe Provider](https://github.com/ComposioHQ/composio)** · 30.3K Star — 用 JEV 在工具与有限参数选项之间做选择的 TypeSafe Provider。 [源码证据](https://github.com/ComposioHQ/composio/blob/4b5920bf7aa55c8a44657b060d4bd25ce7b13a9a/ts/packages/providers/typesafe/src/decide.ts)
@@ -114,6 +115,7 @@
- **[Ax · TypeSafe Client](https://github.com/ax-llm/ax)** · 2.9K Star — 支持布尔、有限分类以及原生 JEV 请求的 TypeSafe 集成。 [源码证据](https://github.com/ax-llm/ax/blob/5c43344f9ef3016db576fa2c3b59d48ef21b4d71/src/ax/ai/typesafe/client.ts#L1)
- **[http4k · TypeSafe Client](https://github.com/http4k/http4k)** · 2.8K Star — 面向 TypeSafe System One API 的 Kotlin 类型化客户端与 Fake 实现。 [源码证据](https://github.com/http4k/http4k/blob/528ef94c9533b42be9010396bd1828ed1c84c9d2/connect/ai/typesafe/client/src/main/kotlin/org/http4k/connect/typesafe/action/SystemOne.kt)
- **[Vellum Assistant · JEV](https://github.com/vellum-ai/vellum-assistant)** · 1.3K Star — 提交会话状态与显式问题的可选 JEV Provider。 [源码证据](https://github.com/vellum-ai/vellum-assistant/blob/ee5ba342719e72b67698c2e1a4a78837321d0b1d/assistant/src/providers/jev/client.ts)
+- **[Laravel AI · TypeSafe](https://github.com/laravel/ai)** · 1.2K Star — Laravel AI 内置由 JEV 驱动的 TypeSafe 分类 Provider。 [源码证据](https://github.com/laravel/ai/blob/f0a5d4f3c5bddda7c8975eb79e92d62811197484/src/Providers/TypeSafeProvider.php)
- **[Req LLM](https://github.com/agentjido/req_llm)** · 581 Star — ReqLLM 的 TypeSafe provider，让 Elixir 应用通过 evaluate 接口调用 Jev。 [源码证据](https://github.com/agentjido/req_llm/blob/9cb0ee7a0fea5f3520fc953911d352c93193615e/README.md)
- **[Simple JEV](https://github.com/featherless-ai/simple-jev)** · 458 Star — 将任意开源大语言模型转化为分类器与 Jev 兼容端点的适配服务，无需额外训练专用分类头。 [源码证据](https://github.com/featherless-ai/simple-jev/blob/0dd5396ffce671ab7c4bfc031506d8e558cf8d23/demos/jevpilot/src/simple-jev-api.js#L1-L85)
- **[Classifier.dev](https://github.com/mrmps/classifier-dev)** · 406 Star — 以 JEV 为主要类型化决策后端的零样本分类服务。 [源码证据](https://github.com/mrmps/classifier-dev/blob/33ca63816f2bc7e93c3f2d0715f7896500370739/src/jev.ts)
@@ -125,6 +127,7 @@
- **[TypeSafe SDK Js](https://github.com/typesafe-ai/typesafe-sdk-js)** · 214 Star — TypeSafe 组织发布的 JavaScript 与 TypeScript SDK，提供 Jev 请求和回答类型。 [源码证据](https://github.com/typesafe-ai/typesafe-sdk-js/blob/66880ccded6cb642dc1809620c2b108c33730214/README.md)
- **[TypeSafe SDK Python](https://github.com/typesafe-ai/typesafe-sdk-python)** · 188 Star — TypeSafe 官方 Python SDK，提供 Jev System One 的同步、异步客户端及问题和回答类型。 [源码证据](https://github.com/typesafe-ai/typesafe-sdk-python/blob/2ce5c65f13646cab6e6f782328194c9d85f3300a/src/typesafe_sdk/_core/client/sync/client.py#L206-L221)
- **[Runline](https://github.com/Michaelliv/runline)** · 163 Star — Runline 的 TypeSafe 插件，把 Jev 判断作为 Agent JavaScript 可调用的动作。 [源码证据](https://github.com/Michaelliv/runline/blob/6bdddfa82cd95b6b9a07e57fd93a271ae83a0d1b/README.md)
+- **[NeuroLink · TypeSafe](https://github.com/Juspay/neurolink)** · 137 Star — NeuroLink 提供 TypeSafe Provider 与基于 JEV 的分类路由能力。 [源码证据](https://github.com/Juspay/neurolink/blob/e2d87c355cf9e725ae5edc3c6db6c05fa659aaa0/src/lib/providers/typesafe.ts)
- **[AI](https://github.com/hackclub/ai)** · 133 Star — Hack Club AI 代理中的 Jev 转发接口，复用已有鉴权、限额和用量记录。 [源码证据](https://github.com/hackclub/ai/blob/a76ea2cb159f707a60107935a5b2e0dbdc7455f5/README.md)
- **[Effect Agent](https://github.com/danieljvdm/effect-agent)** · 121 Star — Effect Agent 的 TypeSafe 决策 provider，支持类型化问题集与可选模型选择。 [源码证据](https://github.com/danieljvdm/effect-agent/blob/88005e497e9b627eeb16d670f278903c57601da9/README.md)
- **[Advocaat](https://github.com/pithings/advocaat)** · 89 Star — 用简短的 TypeScript 调用向 Jev 提问。把同一份数据里的多个判断一次写好，直接拿到概率、选项和分数。 [源码证据](https://github.com/pithings/advocaat/blob/bc46287fc1102b95852a81d679c6e34a2c44f4a2/README.md)
@@ -154,7 +157,7 @@
↑ 返回分类
-### 开放模型 (20)
+### 开放模型 (21)
- **[Laya](https://github.com/NandhaKishorM/laya)** · 11.5K 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)
- **[SemIf](https://github.com/TheoLeeCJ/SemIf)** · 3.4K Star — 用开放模型实现“语义 if”接口模式的独立研究项目。 [源码证据](https://github.com/TheoLeeCJ/SemIf/blob/ca3ba65f142967030ecb453346e94d6f476a69df/README.md)
@@ -166,6 +169,7 @@
- **[Splash](https://github.com/incoai/splash)** · 578 Star — 面向决策类模型的本地 Apple Silicon 推理引擎。 [源码证据](https://github.com/incoai/splash/blob/f53d5ab543a7accdc332c060fd594a693f33f529/README.md)
- **[Von](https://github.com/wfzyx/von)** · 374 Star — 提供 JEV 兼容接口的本地开放 System One 决策模型。 [源码证据](https://github.com/wfzyx/von/blob/14d09878e89b103bfbbe641f9bed02e4d72c8830/README.md)
- **[Decider](https://github.com/Mapika/decider)** · 279 Star — 一次前向的类型化决策与校准概率，基于 Qwen3.5-2B 微调。 [源码证据](https://github.com/Mapika/decider/blob/c4daaac28af9fea95d627015cffa2dd5a5926ee6/decider/__init__.py)
+- **[Rizzo Flow](https://github.com/Rizzo-AI-Academy/rizzo-flow)** · 273 Star — 独立的本地决策模型，提供兼容 TypeSafe 的 System One 接口。 [源码证据](https://github.com/Rizzo-AI-Academy/rizzo-flow/blob/d34665b7a28c62b79f37939f2fd83f5fe659fbf9/src/rizzo_flow/compat.py)
- **[OpenJEV SGLang](https://github.com/ekzhang/openjev-sglang)** · 258 Star — 基于开源模型的 JEV 兼容 API，采用 prefill-only 服务路径。 [源码证据](https://github.com/ekzhang/openjev-sglang/blob/604664a22b2cf44c6cc499e503092ae4e3c24c03/src/openjev/__init__.py)
- **[OpenJEV Verdict 2.0](https://github.com/Heman10x-NGU/openJev-verdict-2.0)** · 246 Star — 约 151M 的校准非自回归本地决策引擎，目标对齐类 JEV 类型化答案。 [源码证据](https://github.com/Heman10x-NGU/openJev-verdict-2.0/blob/a458733c5f43fc7f30b6e4381636cbfbf8437633/openjev/__init__.py)
- **[JEV Visual](https://github.com/hr98w/jev-visual)** · 221 Star — 在 Apple Silicon 上的教学向类 JEV 视觉推理实验，共享上下文直接给候选打分。 [源码证据](https://github.com/hr98w/jev-visual/blob/19af545f096e8db4c4dd5d47aed42d92ec252111/jev_visual/scoring.py)
@@ -180,11 +184,12 @@
↑ 返回分类
-### 搜索与数据 (14)
+### 搜索与数据 (15)
- **[OpenViking · JEV Rerank](https://github.com/volcengine/OpenViking)** · 38.4K Star — OpenViking 可用 JEV 对 Agent 记忆与上下文检索结果做校准重排。 [源码证据](https://github.com/volcengine/OpenViking/blob/b8bed5a1ad3a1c524b5e1fd0fa591df51ca9b7cc/openviking/models/rerank/jev_rerank.py)
- **[Hindsight · TypeSafe Rerank](https://github.com/vectorize-io/hindsight)** · 24.8K Star — 在 Agent 记忆系统中加入 TypeSafe 重排器，可剔除无关召回候选。 [源码证据](https://github.com/vectorize-io/hindsight/blob/680406b3dd9cca2108c7f0e204820a09b4e30906/hindsight-api-slim/hindsight_api/engine/cross_encoder.py)
- **[GreptimeDB · JEV SQL](https://github.com/GreptimeTeam/greptimedb)** · 6.7K Star — GreptimeDB 增加由 JEV 判断驱动的实验性 SQL 谓词。 [源码证据](https://github.com/GreptimeTeam/greptimedb/blob/b5199bc59a199875187d808158357a33b09e5f60/src/common/function/src/scalars/jev.rs)
+- **[Hippo Memory · JEV Reranker](https://github.com/kitfunso/hippo-memory)** · 752 Star — 本地优先的 Agent Memory 类库，可选用 JEV 对召回记忆重新排序。 [源码证据](https://github.com/kitfunso/hippo-memory/blob/c9eb2c31cd307cdae78c05e1fcb3e6d062efd5c0/src/rerankers/jev.ts)
- **[Kody](https://github.com/kentcdodds/kody)** · 663 Star — 可选的二段检索：先扩大混合召回，再用 Cloudflare Workers AI 上的 `typesafe/jev` Score 重排。 [源码证据](https://github.com/kentcdodds/kody/blob/ed9275186dc817530dd2289e62c208ac3809391f/packages/worker/src/mcp/tools/search-jev-rerank.ts)
- **[JEV Search](https://github.com/superagents-lab/jev-search)** · 385 Star — 用自然语言搜网页：Jev 选择搜索来源和时间范围，再给返回的链接排序。 [源码证据](https://github.com/superagents-lab/jev-search/blob/522868762f0637b20bf533f136e930cceb83b9f3/src/lib/typesafe.ts#L48)
- **[Jev Experiments](https://github.com/dabit3/jev-experiments)** · 358 Star — 包含意图搜索与 Agent Assist 流程的一组 JEV 实验。 [源码证据](https://github.com/dabit3/jev-experiments/tree/c469e5bfdc73eb3e1999bba2569e66b579a970fd/agent-assist)
@@ -200,7 +205,7 @@
↑ 返回分类
-### 安全与审查 (13)
+### 安全与审查 (14)
- **[Sub2API · JEV Moderation](https://github.com/Wei-Shaw/sub2api)** · 42.3K Star — 在订阅转 API 网关中内置 TypeSafe 客户端，用于内容审核。 [源码证据](https://github.com/Wei-Shaw/sub2api/blob/1c0a69c0ceddb2fd21581c17ab09f6c500b89ba1/backend/internal/pkg/typesafe/client.go)
- **[Agentgateway · JEV Guardrail](https://github.com/agentgateway/agentgateway)** · 5.0K Star — 用 JEV Webhook 检查模型请求与响应的 Guardrail 示例。 [源码证据](https://github.com/agentgateway/agentgateway/blob/6b0270efd25b5255932943e48b5ca47583d3ad28/examples/llm-guardrail-jev/guardrail.ts)
@@ -214,6 +219,7 @@
- **[Pi Warden](https://github.com/DevMortimer/pi-warden)** · 132 Star — 给 Pi Agent 加项目规则、越界操作、重复失败和完成声明的检查。 [源码证据](https://github.com/DevMortimer/pi-warden/blob/e6c801679464b1a9624225114eb5fb443c27d823/src/guard.ts)
- **[Supercov](https://github.com/supercorp-ai/supercov)** · 94 Star — 使用 JEV 做有限质量检查的代码质量与覆盖率工具。 [源码证据](https://github.com/supercorp-ai/supercov/blob/55f5ce93a239829c224b89e6749991310be91ea4/crates/supercov-cli/src/quality.rs)
- **[Captaincore](https://github.com/CaptainCore/captaincore)** · 71 Star — WordPress 运维工具 CaptainCore 的 Jev 命令，可询问结构化问题，并给恶意代码扫描结果排复核优先级。 [源码证据](https://github.com/CaptainCore/captaincore/blob/f54e0669350707b2f4f4c67a0130fdd6574bd0b5/cmd/typesafe.go)
+- **[JEV Lint](https://github.com/mizchi/jev-lint)** · 70 Star — 语义代码 Linter，通过零依赖 JEV 客户端批量判断仓库问题。 [源码证据](https://github.com/mizchi/jev-lint/blob/c9846c8c9ee13a917f3af26294a4fdf1421d21b1/src/jev.ts)
- **[Oxlint Plugin JEV](https://github.com/wobsoriano/oxlint-plugin-jev)** · 55 Star — 用 JEV 评估语义 Lint 规则的 Oxlint 插件。 [源码证据](https://github.com/wobsoriano/oxlint-plugin-jev/blob/18c5bc9097d88344382a98a78a67698c9c7ecf01/src/jev.ts)
↑ 返回分类
@@ -254,7 +260,7 @@
↑ 返回分类
-### 开发者工具 (29)
+### 开发者工具 (35)
- **[Fast Jev Compaction](https://github.com/tamaratran/fast-jev-compaction)** · 6.0K Star — 压缩 Claude Code 工具历史，同时原样保留仍有价值的内容。 [源码证据](https://github.com/tamaratran/fast-jev-compaction/blob/e3f262a7f4d42bd8dd32ced30d26176f7cb545b0/src/client.ts)
- **[TypeSafe Skills](https://github.com/typesafe-ai/skills)** · 1.6K Star — 面向 TypeSafe System One / JEV API 的官方 Agent Skill 集合。 [源码证据](https://github.com/typesafe-ai/skills/blob/65a39f393687675ce170e6094757de20370365b9/skills/typesafe-ai/SKILL.md)
@@ -267,6 +273,7 @@
- **[Foreman](https://github.com/thruwire/foreman)** · 472 Star — 独立监督环读取编码工人的 diff、日志和测试，用 Jev Noul 判断卡住、跑偏、该验证，再由 Python 策略干预。 [源码证据](https://github.com/thruwire/foreman/blob/209182dac7a3467033fd093ab4ca47d21279984a/src/foreman/foreman/jev.py)
- **[Awesome TypeSafe](https://github.com/AbdelStark/awesome-typesafe)** · 431 Star — TypeSafe、System One 与 JEV 的官方与社区资源精选列表。 [源码证据](https://github.com/AbdelStark/awesome-typesafe/blob/d44dc0a1e26d41bc7f543d39b4b62ae5cb9f13c8/README.md)
- **[Awesome TypeSafe JEV](https://github.com/AbdelStark/awesome-typesafe-jev)** · 431 Star — 带源码依据的 TypeSafe JEV 项目、SDK、演示与评测指南。 [源码证据](https://github.com/AbdelStark/awesome-typesafe-jev/blob/9384099af36cd439b7f0bd4311560ac02eeabe7c/README.md)
+- **[Awesome Jev Skills](https://github.com/wuyoscar/jev-skill)** · 398 Star — 一套 Agent Skills 与工作流，内含仅依赖标准库的 JEV 决策客户端。 [源码证据](https://github.com/wuyoscar/jev-skill/blob/4d6efbc5b87a4172524ad4ab4590aef077fdc13b/skills/jev/scripts/jev.py)
- **[Awesome JEV Projects](https://github.com/logicrw/awesome-jev-projects)** · 334 Star — 有源码依据的 JEV 生态雷达，含白话发现页与 GitHub 同步。 [源码证据](https://github.com/logicrw/awesome-jev-projects/blob/d1b1b8d6c68c1754425778606d20d2cb14b09895/SKILL.md)
- **[Awesome JEV (cobanov)](https://github.com/cobanov/awesome-jev)** · 316 Star — 基于源码核对的 JEV / TypeSafe System One 项目精选列表。 [源码证据](https://github.com/cobanov/awesome-jev/blob/2c8c34a7a89499a0cec3ca7de3a23fec3ea9dc97/README.md)
- **[Orchestkit](https://github.com/yonatangross/orchestkit)** · 281 Star — OrchestKit 可选用 Jev 给编程会话分类，符合阈值时用结果决定会话颜色。 [源码证据](https://github.com/yonatangross/orchestkit/blob/569095f35ce61a4881197dfb8117f4c3312e2bee/src/hooks/src/lib/session-category-provider.ts)
@@ -281,10 +288,15 @@
- **[Building with JEV Skill](https://github.com/dbreunig/building-with-jev-skill)** · 128 Star — 帮助编写与改进调用 JEV / System One 程序的 Agent Skill。 [源码证据](https://github.com/dbreunig/building-with-jev-skill/blob/04fe3666c6b8b8abfec1271c0e581c823a181f6d/skills/jev/SKILL.md)
- **[Awesome Jev](https://github.com/hellogumbo/awesome-jev)** · 127 Star — awesomejev.com 的源数据目录，覆盖仓库、集成、演示与研究。 [源码证据](https://github.com/hellogumbo/awesome-jev/blob/e18fa74fa53e27395a074cf94c7a127e912fb090/data/projects.json)
- **[Awesome JEV TypeSafe](https://github.com/valentynkit/awesome-jev-typesafe)** · 125 Star — 围绕类型化、置信度感知决策整理的 TypeSafe JEV 资源列表。 [源码证据](https://github.com/valentynkit/awesome-jev-typesafe/blob/7eec7360d502826b51d1c8862c9fd2d76eecf6e4/readme.md)
+- **[Awesome JEV (Promethe-us)](https://github.com/Promethe-us/awesome-jev)** · 122 Star — 带来源核验的双语 JEV 资源、项目、研究与动态合集。 [源码证据](https://github.com/Promethe-us/awesome-jev/blob/636623538eda3c363b8c396880ccdc8aba70d424/README.md)
- **[Taskuary](https://github.com/ldbumble/taskuary)** · 116 Star — Taskuary 的可选 Jev 判断模块，对任务运行状态检查用户定义的条件。 [源码证据](https://github.com/ldbumble/taskuary/blob/4ad29d7b292a7899767338cfcc83b2dde8f43330/README.md)
- **[Stanley Code](https://github.com/devagrawal09/stanley-code)** · 111 Star — 为编码 Agent 提供带专用适配器的有限 JEV 工作流。 [源码证据](https://github.com/devagrawal09/stanley-code/blob/fd092558ebea389c81d44f9b10e826d9a72afaa3/src/adapters/jev.ts)
+- **[Awesome JEV (kraayenjon)](https://github.com/kraayenjon/awesome-jev)** · 100 Star — 涵盖 JEV 用例、项目、SDK、工具与学习资料的精选指南。 [源码证据](https://github.com/kraayenjon/awesome-jev/blob/22570dcd8662ae039860a1dfad7d7aec4aff8e15/README.md)
- **[JEV Shell History](https://github.com/mrnugget/jev-shell-history)** · 96 Star — 类似于 Fish 终端样式的 Zsh 历史命令建议工具，利用 Jev 对已有历史记录根据当前上下文进行智能打分排序。 [源码证据](https://github.com/mrnugget/jev-shell-history/blob/4b2b75d26c0ccf5726263904514a22a8e11659ea/src/suggest.ts#L1-L196)
+- **[Awesome JEV Use Cases](https://github.com/walidboulanouar/awesome-jev-use-cases)** · 84 Star — 带原始来源的 JEV 已发布 Demo、仓库、自报指标与模型限制目录。 [源码证据](https://github.com/walidboulanouar/awesome-jev-use-cases/blob/80bd47333db768044cec10b1327c9ca3bb247994/README.md)
- **[Awesome JEV (AppitStudio)](https://github.com/AppitStudio/awesome-jev)** · 73 Star — 带可运行类型化决策示例的 JEV 精选资源列表。 [源码证据](https://github.com/AppitStudio/awesome-jev/blob/5d654f24aecf992617bbc45e76f32a36eba62f65/README.md)
+- **[JevBench](https://github.com/fstandhartinger/jevbench)** · 71 Star — 用于比较 JEV、开放决策模型、分类器与重排模型的可复现基准。 [源码证据](https://github.com/fstandhartinger/jevbench/blob/75e6224ed8103bbc3485ca74820a2eaf7ce8abe0/jevbench/adapters/typesafe.py)
+- **[Awesome JEV ZH](https://github.com/yzfly/awesome-jev-zh)** · 59 Star — 中文 JEV 生态指南，包含精选项目、实践教程、价格信息与独立限制说明。 [源码证据](https://github.com/yzfly/awesome-jev-zh/blob/cdb8a78cb3ac4cec36ebe305b73a4e0b4f5cba21/README.md)
↑ 返回分类
@@ -296,6 +308,7 @@
- **[JEV Trader](https://github.com/jarrodwatts/jev-trader)** · 1.9K Star — 可在 Monad 每个区块请求一次 JEV 交易判断的做市实验。 [源码证据](https://github.com/jarrodwatts/jev-trader/blob/b587759e459ea049590102e54a0b07800864cdc3/src/model.ts)
- **[Astra + JEV Minecraft Agent](https://github.com/rmalde/minecraft-agent)** · 485 Star — 由规划模型设定目标、JEV 选择合法游戏动作的 Minecraft Agent。 [源码证据](https://github.com/rmalde/minecraft-agent/blob/78b40ed59514e5e2abde33a05ce398ecb2c39e05/models.mjs)
- **[TypeSafe Mario](https://github.com/fhshaik/typesafe-mario)** · 338 Star — 从 NES 模拟器 RAM 和状态数据中提取环境，让 Jev 选择超级马力欧的手柄按键。 [源码证据](https://github.com/fhshaik/typesafe-mario/blob/ca22449ed187118d19326d1f54b01b6636578aa4/README.md)
+- **[Embodied JEV](https://github.com/FBddcz/embodied-jev)** · 170 Star — 面向具身 Agent 的评测栈，用于比较 JEV、本地模型与通用模型决策策略。 [源码证据](https://github.com/FBddcz/embodied-jev/blob/687210b62f3fad831295ebb1b83dab0b4e013baa/src/embodied_jev/policies.py)
- **[Jevpilot](https://github.com/standardagents/jevpilot)** · 155 Star — 在浏览器里开一辆小车，让 Jev 从提前算好的路线和速度里选下一步。 [源码证据](https://github.com/standardagents/jevpilot/blob/e1beeb13b9a928fb76f167f86af584f4ce9cf180/README.md)
- **[Dasheng](https://github.com/wquguru/dasheng)** · 119 Star — 把流式 ASR 与 JEV 逐词判断结合的朗读练习应用。 [源码证据](https://github.com/wquguru/dasheng/blob/1bacff4a075527e6c02da242a72d117e7cb3286b/lib/jev.js)
- **[JEV Drone](https://github.com/RomanSlack/jev-drone)** · 119 Star — MuJoCo 无人机仿真实验：从相机缓冲区提取场景，Jev 提供战术动作建议。 [源码证据](https://github.com/RomanSlack/jev-drone/blob/cbeb53ce4f17a06ea490ae43effcdad231143610/tactics.py#L184)
@@ -303,7 +316,6 @@
- **[Formanator](https://github.com/timrogers/formanator)** · 99 Star — 支持可选 JEV 收据分类的福利报销 CLI 与 MCP 客户端。 [源码证据](https://github.com/timrogers/formanator/blob/548740edef37a4169eef163e4988e64f43a560ec/src/typesafe.rs)
- **[JEV Trade](https://github.com/aowang-ai/jev-trade)** · 95 Star — 以 JEV 作为有限决策层的 Hyperliquid 实盘交易 Agent。 [源码证据](https://github.com/aowang-ai/jev-trade/blob/df2c9656324a8a75996eb0612de7adcfe3ce6f89/src/model.ts)
- **[Prism Liquidity Agent](https://github.com/irfndi/prism-liquidity-agent)** · 69 Star — 在再平衡决策服务中使用 JEV 的自动化流动性 Agent。 [源码证据](https://github.com/irfndi/prism-liquidity-agent/blob/22c67bdbe30bab608226832256a5013ad826b707/engine/jev-service.ts)
-- **[Jev Reviewer](https://github.com/choxos/jev-reviewer)** · 32 Star — 在浏览器中运行的应用，从试验报告里摘录原文引文，用于填写系统综述的数据提取表。 [源码证据](https://github.com/choxos/jev-reviewer/blob/da15868cdca5e64555e6643243a52ea71f60cf3b/docs/jev.js#L51)
↑ 返回分类
diff --git a/data/projects.json b/data/projects.json
index 89d994f..808a59a 100644
--- a/data/projects.json
+++ b/data/projects.json
@@ -3,8 +3,8 @@
"capturedAt": "2026-09-22",
"source": {
"name": "BeatAPI Awesome JEV curation",
- "batch": "2026-09-22-star50-cross-search-and-source-review",
- "policy": "Project-level deduplication. Public JEV-related GitHub repositories at or above 50 stars are included only after fixed-commit source review. Discovery includes GitHub repository search, GitHub code search, current competitor catalogues, and direct source inspection. Runtime behavior is not independently verified."
+ "batch": "2026-09-22-jevbest-star50-source-review",
+ "policy": "Project-level deduplication, including repository redirects. Public JEV-related GitHub repositories at or above 50 stars are included only after fixed-commit source review. Discovery includes jevbest.com and direct upstream repository inspection. Runtime behavior is not independently verified."
},
"projects": [
{
@@ -1310,6 +1310,34 @@
"views": 583285
}
},
+ {
+ "id": "laravel-ai-typesafe",
+ "name": "Laravel AI · TypeSafe",
+ "owner": "laravel",
+ "category": "sdk-integrations",
+ "repoUrl": "https://github.com/laravel/ai",
+ "evidenceUrl": "https://github.com/laravel/ai/blob/f0a5d4f3c5bddda7c8975eb79e92d62811197484/src/Providers/TypeSafeProvider.php",
+ "language": "PHP",
+ "license": "MIT",
+ "starsAtCapture": 1183,
+ "summary": {
+ "en": "Laravel AI includes a native TypeSafe classification provider backed by JEV.",
+ "zh": "Laravel AI 内置由 JEV 驱动的 TypeSafe 分类 Provider。",
+ "ja": "Laravel AI に、JEV を使う TypeSafe 分類プロバイダーが組み込まれています。"
+ },
+ "decision": {
+ "en": "Maps Laravel classification requests to the System One gateway and a configured JEV model.",
+ "zh": "把 Laravel 分类请求映射到 System One Gateway 与配置的 JEV 模型。",
+ "ja": "Laravel の分類リクエストを System One ゲートウェイと設定済み JEV モデルへ変換します。"
+ },
+ "source": {
+ "type": "github",
+ "label": "GitHub source",
+ "url": "https://github.com/laravel/ai/blob/f0a5d4f3c5bddda7c8975eb79e92d62811197484/src/Providers/TypeSafeProvider.php"
+ },
+ "verification": "source-reviewed",
+ "runtimeVerified": false
+ },
{
"id": "jevlike",
"name": "Jevlike",
@@ -1506,6 +1534,34 @@
"verification": "source-reviewed",
"runtimeVerified": false
},
+ {
+ "id": "hippo-memory-jev",
+ "name": "Hippo Memory · JEV Reranker",
+ "owner": "kitfunso",
+ "category": "search-data",
+ "repoUrl": "https://github.com/kitfunso/hippo-memory",
+ "evidenceUrl": "https://github.com/kitfunso/hippo-memory/blob/c9eb2c31cd307cdae78c05e1fcb3e6d062efd5c0/src/rerankers/jev.ts",
+ "language": "TypeScript",
+ "license": "MIT",
+ "starsAtCapture": 752,
+ "summary": {
+ "en": "A local-first agent-memory library with an opt-in JEV reranker for recalled memories.",
+ "zh": "本地优先的 Agent Memory 类库，可选用 JEV 对召回记忆重新排序。",
+ "ja": "ローカル優先の Agent メモリライブラリで、任意で JEV リランカーを利用できます。"
+ },
+ "decision": {
+ "en": "Scores each recalled memory against the query in one batched Noul request and falls back locally on failure.",
+ "zh": "用一次批量 Noul 请求判断每条召回记忆与查询的相关性，失败时回退到本地排序。",
+ "ja": "1 回の Noul バッチで各メモリと検索内容の関連性を評価し、失敗時はローカル処理へ戻します。"
+ },
+ "source": {
+ "type": "github",
+ "label": "GitHub source",
+ "url": "https://github.com/kitfunso/hippo-memory/blob/c9eb2c31cd307cdae78c05e1fcb3e6d062efd5c0/src/rerankers/jev.ts"
+ },
+ "verification": "source-reviewed",
+ "runtimeVerified": false
+ },
{
"id": "localjev",
"name": "LocalJev",
@@ -2098,6 +2154,34 @@
"verification": "source-reviewed",
"runtimeVerified": false
},
+ {
+ "id": "wuyoscar-jev-skill",
+ "name": "Awesome Jev Skills",
+ "owner": "wuyoscar",
+ "category": "developer-tools",
+ "repoUrl": "https://github.com/wuyoscar/jev-skill",
+ "evidenceUrl": "https://github.com/wuyoscar/jev-skill/blob/4d6efbc5b87a4172524ad4ab4590aef077fdc13b/skills/jev/scripts/jev.py",
+ "language": "Python",
+ "license": "MIT",
+ "starsAtCapture": 398,
+ "summary": {
+ "en": "A collection of agent skills and workflows with a standard-library JEV decision client.",
+ "zh": "一套 Agent Skills 与工作流，内含仅依赖标准库的 JEV 决策客户端。",
+ "ja": "標準ライブラリだけで動く JEV クライアントを含む Agent スキルとワークフロー集です。"
+ },
+ "decision": {
+ "en": "Runs typed decisions through TypeSafe or OpenRouter and applies confidence-aware review rules.",
+ "zh": "通过 TypeSafe 或 OpenRouter 执行类型化决策，并应用基于置信度的复核规则。",
+ "ja": "TypeSafe または OpenRouter で型付き判断を実行し、信頼度に応じた確認ルールを適用します。"
+ },
+ "source": {
+ "type": "github",
+ "label": "GitHub source",
+ "url": "https://github.com/wuyoscar/jev-skill/blob/4d6efbc5b87a4172524ad4ab4590aef077fdc13b/skills/jev/scripts/jev.py"
+ },
+ "verification": "source-reviewed",
+ "runtimeVerified": false
+ },
{
"id": "superagents-lab:jev-search",
"name": "JEV Search",
@@ -2578,6 +2662,34 @@
"verification": "source-reviewed",
"runtimeVerified": false
},
+ {
+ "id": "rizzo-flow",
+ "name": "Rizzo Flow",
+ "owner": "Rizzo-AI-Academy",
+ "category": "open-models",
+ "repoUrl": "https://github.com/Rizzo-AI-Academy/rizzo-flow",
+ "evidenceUrl": "https://github.com/Rizzo-AI-Academy/rizzo-flow/blob/d34665b7a28c62b79f37939f2fd83f5fe659fbf9/src/rizzo_flow/compat.py",
+ "language": "Python",
+ "license": "Apache-2.0",
+ "starsAtCapture": 273,
+ "summary": {
+ "en": "An independent local decision model exposing a TypeSafe-compatible System One interface.",
+ "zh": "独立的本地决策模型，提供兼容 TypeSafe 的 System One 接口。",
+ "ja": "TypeSafe 互換の System One インターフェースを公開する独立ローカル判断モデルです。"
+ },
+ "decision": {
+ "en": "Translates Noul, Choice, and Score wire questions into local model requests without claiming JEV model parity.",
+ "zh": "把 Noul、Choice 与 Score 协议问题转换为本地模型请求，不宣称与 JEV 模型等价。",
+ "ja": "Noul、Choice、Score の質問をローカルモデル向けに変換し、JEV と同等のモデルだとは主張しません。"
+ },
+ "source": {
+ "type": "github",
+ "label": "GitHub source",
+ "url": "https://github.com/Rizzo-AI-Academy/rizzo-flow/blob/d34665b7a28c62b79f37939f2fd83f5fe659fbf9/src/rizzo_flow/compat.py"
+ },
+ "verification": "source-reviewed",
+ "runtimeVerified": false
+ },
{
"id": "jev-align",
"name": "jev-align",
@@ -3368,6 +3480,34 @@
"verification": "source-reviewed",
"runtimeVerified": false
},
+ {
+ "id": "embodied-jev",
+ "name": "Embodied JEV",
+ "owner": "FBddcz",
+ "category": "domain-tools",
+ "repoUrl": "https://github.com/FBddcz/embodied-jev",
+ "evidenceUrl": "https://github.com/FBddcz/embodied-jev/blob/687210b62f3fad831295ebb1b83dab0b4e013baa/src/embodied_jev/policies.py",
+ "language": "Python",
+ "license": "MIT",
+ "starsAtCapture": 170,
+ "summary": {
+ "en": "An embodied-agent evaluation stack comparing JEV with local and general-model decision policies.",
+ "zh": "面向具身 Agent 的评测栈，用于比较 JEV、本地模型与通用模型决策策略。",
+ "ja": "JEV、ローカルモデル、汎用モデルの判断ポリシーを比較する身体化 Agent 評価基盤です。"
+ },
+ "decision": {
+ "en": "Offers legal actions as bounded choices, validates returned probabilities, and keeps execution under local policy.",
+ "zh": "把合法动作作为有限选项提交，校验返回概率，并由本地策略控制执行。",
+ "ja": "許可済み操作を有限候補として提示し、返却確率を検証したうえで実行はローカルポリシーが管理します。"
+ },
+ "source": {
+ "type": "github",
+ "label": "GitHub source",
+ "url": "https://github.com/FBddcz/embodied-jev/blob/687210b62f3fad831295ebb1b83dab0b4e013baa/src/embodied_jev/policies.py"
+ },
+ "verification": "source-reviewed",
+ "runtimeVerified": false
+ },
{
"id": "djev-spark",
"name": "djev-spark",
@@ -3564,6 +3704,34 @@
"verification": "source-reviewed",
"runtimeVerified": false
},
+ {
+ "id": "neurolink-typesafe",
+ "name": "NeuroLink · TypeSafe",
+ "owner": "Juspay",
+ "category": "sdk-integrations",
+ "repoUrl": "https://github.com/Juspay/neurolink",
+ "evidenceUrl": "https://github.com/Juspay/neurolink/blob/e2d87c355cf9e725ae5edc3c6db6c05fa659aaa0/src/lib/providers/typesafe.ts",
+ "language": "TypeScript",
+ "license": "MIT",
+ "starsAtCapture": 137,
+ "summary": {
+ "en": "NeuroLink ships a TypeSafe provider and classifier-routing support for JEV.",
+ "zh": "NeuroLink 提供 TypeSafe Provider 与基于 JEV 的分类路由能力。",
+ "ja": "NeuroLink は TypeSafe プロバイダーと JEV 分類ルーティングを提供します。"
+ },
+ "decision": {
+ "en": "Validates typed decision requests, calls JEV directly or through a gateway, and normalizes answers for routing.",
+ "zh": "校验类型化决策请求，直连或经网关调用 JEV，再将答案标准化用于路由。",
+ "ja": "型付き判断リクエストを検証し、JEV を直接またはゲートウェイ経由で呼び出してルーティング用に整形します。"
+ },
+ "source": {
+ "type": "github",
+ "label": "GitHub source",
+ "url": "https://github.com/Juspay/neurolink/blob/e2d87c355cf9e725ae5edc3c6db6c05fa659aaa0/src/lib/providers/typesafe.ts"
+ },
+ "verification": "source-reviewed",
+ "runtimeVerified": false
+ },
{
"id": "jev-pruner",
"name": "JEV Pruner",
@@ -3846,6 +4014,34 @@
"views": 81889
}
},
+ {
+ "id": "promethe-us-awesome-jev",
+ "name": "Awesome JEV (Promethe-us)",
+ "owner": "Promethe-us",
+ "category": "developer-tools",
+ "repoUrl": "https://github.com/Promethe-us/awesome-jev",
+ "evidenceUrl": "https://github.com/Promethe-us/awesome-jev/blob/636623538eda3c363b8c396880ccdc8aba70d424/README.md",
+ "language": "",
+ "license": "MIT",
+ "starsAtCapture": 122,
+ "summary": {
+ "en": "A source-backed bilingual collection of JEV resources, projects, research, and operational updates.",
+ "zh": "带来源核验的双语 JEV 资源、项目、研究与动态合集。",
+ "ja": "出典を確認した JEV の資料、プロジェクト、研究、運用情報をまとめた二言語コレクションです。"
+ },
+ "decision": {
+ "en": "Separates official facts, author-reported experiments, and leads that still need verification.",
+ "zh": "区分官方事实、作者自报实验与仍待验证的线索。",
+ "ja": "公式情報、作者報告の実験、未確認の手掛かりを分けて整理します。"
+ },
+ "source": {
+ "type": "github",
+ "label": "GitHub source",
+ "url": "https://github.com/Promethe-us/awesome-jev/blob/636623538eda3c363b8c396880ccdc8aba70d424/README.md"
+ },
+ "verification": "source-reviewed",
+ "runtimeVerified": false
+ },
{
"id": "danieljvdm:effect-agent",
"name": "Effect Agent",
@@ -4100,6 +4296,34 @@
"verification": "source-reviewed",
"runtimeVerified": false
},
+ {
+ "id": "kraayenjon-awesome-jev",
+ "name": "Awesome JEV (kraayenjon)",
+ "owner": "kraayenjon",
+ "category": "developer-tools",
+ "repoUrl": "https://github.com/kraayenjon/awesome-jev",
+ "evidenceUrl": "https://github.com/kraayenjon/awesome-jev/blob/22570dcd8662ae039860a1dfad7d7aec4aff8e15/README.md",
+ "language": "",
+ "license": "NOASSERTION",
+ "starsAtCapture": 100,
+ "summary": {
+ "en": "A curated guide to JEV use cases, projects, SDKs, tools, and learning resources.",
+ "zh": "涵盖 JEV 用例、项目、SDK、工具与学习资料的精选指南。",
+ "ja": "JEV のユースケース、プロジェクト、SDK、ツール、学習資料をまとめたガイドです。"
+ },
+ "decision": {
+ "en": "Explains typed Choice, Score, and Noul patterns and links them to public ecosystem implementations.",
+ "zh": "讲解 Choice、Score 与 Noul 类型化模式，并关联公开生态实现。",
+ "ja": "Choice、Score、Noul の型付きパターンを説明し、公開実装へ案内します。"
+ },
+ "source": {
+ "type": "github",
+ "label": "GitHub source",
+ "url": "https://github.com/kraayenjon/awesome-jev/blob/22570dcd8662ae039860a1dfad7d7aec4aff8e15/README.md"
+ },
+ "verification": "source-reviewed",
+ "runtimeVerified": false
+ },
{
"id": "formanator-jev",
"name": "Formanator",
@@ -4324,6 +4548,34 @@
"verification": "source-reviewed",
"runtimeVerified": false
},
+ {
+ "id": "awesome-jev-use-cases",
+ "name": "Awesome JEV Use Cases",
+ "owner": "walidboulanouar",
+ "category": "developer-tools",
+ "repoUrl": "https://github.com/walidboulanouar/awesome-jev-use-cases",
+ "evidenceUrl": "https://github.com/walidboulanouar/awesome-jev-use-cases/blob/80bd47333db768044cec10b1327c9ca3bb247994/README.md",
+ "language": "",
+ "license": "CC0-1.0",
+ "starsAtCapture": 84,
+ "summary": {
+ "en": "A source-linked catalogue of shipped JEV demos, repositories, reported metrics, and model limits.",
+ "zh": "带原始来源的 JEV 已发布 Demo、仓库、自报指标与模型限制目录。",
+ "ja": "公開済み JEV デモ、リポジトリ、報告値、モデル制約を出典付きで整理したカタログです。"
+ },
+ "decision": {
+ "en": "Keeps shipped examples separate from unbuilt ideas and links each entry back to its original evidence.",
+ "zh": "把已发布案例与未实现想法分开，并把每条记录链接回原始证据。",
+ "ja": "公開済み事例と未実装アイデアを分け、各項目を元の根拠へリンクします。"
+ },
+ "source": {
+ "type": "github",
+ "label": "GitHub source",
+ "url": "https://github.com/walidboulanouar/awesome-jev-use-cases/blob/80bd47333db768044cec10b1327c9ca3bb247994/README.md"
+ },
+ "verification": "source-reviewed",
+ "runtimeVerified": false
+ },
{
"id": "jev-chat",
"name": "JEV Chat",
@@ -4492,6 +4744,34 @@
"verification": "source-reviewed",
"runtimeVerified": false
},
+ {
+ "id": "windtunnel-jev",
+ "name": "WindTunnel · JEV Benchmarks",
+ "owner": "nekuda-ai",
+ "category": "browser-computer-use",
+ "repoUrl": "https://github.com/nekuda-ai/WindTunnel",
+ "evidenceUrl": "https://github.com/nekuda-ai/WindTunnel/blob/5ca8644e23826ebb30108e7bad240b61043bfe67/experiments/jev/run.mjs",
+ "language": "HTML",
+ "license": "Apache-2.0",
+ "starsAtCapture": 76,
+ "summary": {
+ "en": "A browser-agent benchmark harness with frozen JEV experiments across accessibility and WebMCP interfaces.",
+ "zh": "浏览器 Agent 基准测试工具，包含基于无障碍树与 WebMCP 接口的冻结 JEV 实验。",
+ "ja": "アクセシビリティと WebMCP を対象に固定条件の JEV 実験を行うブラウザー Agent ベンチマークです。"
+ },
+ "decision": {
+ "en": "Combines JEV action selection with a bounded browser executor and records drift, cost, and failure evidence.",
+ "zh": "把 JEV 动作选择与有限浏览器执行器结合，并记录漂移、成本与失败证据。",
+ "ja": "JEV の操作選択を有限ブラウザー実行器と組み合わせ、ドリフト、費用、失敗の証拠を記録します。"
+ },
+ "source": {
+ "type": "github",
+ "label": "GitHub source",
+ "url": "https://github.com/nekuda-ai/WindTunnel/blob/5ca8644e23826ebb30108e7bad240b61043bfe67/experiments/jev/run.mjs"
+ },
+ "verification": "source-reviewed",
+ "runtimeVerified": false
+ },
{
"id": "jegrep",
"name": "jegrep",
@@ -4604,6 +4884,62 @@
"verification": "source-reviewed",
"runtimeVerified": false
},
+ {
+ "id": "jevbench",
+ "name": "JevBench",
+ "owner": "fstandhartinger",
+ "category": "developer-tools",
+ "repoUrl": "https://github.com/fstandhartinger/jevbench",
+ "evidenceUrl": "https://github.com/fstandhartinger/jevbench/blob/75e6224ed8103bbc3485ca74820a2eaf7ce8abe0/jevbench/adapters/typesafe.py",
+ "language": "Python",
+ "license": "MIT",
+ "starsAtCapture": 71,
+ "summary": {
+ "en": "A reproducible benchmark comparing JEV with open decision models, classifiers, and rerankers.",
+ "zh": "用于比较 JEV、开放决策模型、分类器与重排模型的可复现基准。",
+ "ja": "JEV、オープン判断モデル、分類器、リランカーを比較する再現可能なベンチマークです。"
+ },
+ "decision": {
+ "en": "Uses a dedicated TypeSafe adapter to run the same bounded tasks and preserve model, latency, token, and cost evidence.",
+ "zh": "通过专用 TypeSafe Adapter 执行相同有限任务，并保留模型、延迟、Token 与成本证据。",
+ "ja": "専用 TypeSafe アダプターで同じ有限タスクを実行し、モデル、遅延、トークン、費用の記録を残します。"
+ },
+ "source": {
+ "type": "github",
+ "label": "GitHub source",
+ "url": "https://github.com/fstandhartinger/jevbench/blob/75e6224ed8103bbc3485ca74820a2eaf7ce8abe0/jevbench/adapters/typesafe.py"
+ },
+ "verification": "source-reviewed",
+ "runtimeVerified": false
+ },
+ {
+ "id": "jev-lint",
+ "name": "JEV Lint",
+ "owner": "mizchi",
+ "category": "safety-review",
+ "repoUrl": "https://github.com/mizchi/jev-lint",
+ "evidenceUrl": "https://github.com/mizchi/jev-lint/blob/c9846c8c9ee13a917f3af26294a4fdf1421d21b1/src/jev.ts",
+ "language": "TypeScript",
+ "license": "MIT",
+ "starsAtCapture": 70,
+ "summary": {
+ "en": "A semantic code linter that batches repository findings through a zero-dependency JEV client.",
+ "zh": "语义代码 Linter，通过零依赖 JEV 客户端批量判断仓库问题。",
+ "ja": "依存なしの JEV クライアントでリポジトリの検出候補を一括評価する意味的コードリンターです。"
+ },
+ "decision": {
+ "en": "Asks many bounded questions against one file state, validates probabilities, and splits requests when token limits are reached.",
+ "zh": "针对单个文件状态批量提出有限问题，校验概率，并在触及 Token 限制时拆分请求。",
+ "ja": "1 つのファイル状態に複数の有限質問を送り、確率を検証し、トークン上限時はリクエストを分割します。"
+ },
+ "source": {
+ "type": "github",
+ "label": "GitHub source",
+ "url": "https://github.com/mizchi/jev-lint/blob/c9846c8c9ee13a917f3af26294a4fdf1421d21b1/src/jev.ts"
+ },
+ "verification": "source-reviewed",
+ "runtimeVerified": false
+ },
{
"id": "prism-liquidity-agent",
"name": "Prism Liquidity Agent",
@@ -4772,6 +5108,34 @@
"verification": "source-reviewed",
"runtimeVerified": false
},
+ {
+ "id": "awesome-jev-zh",
+ "name": "Awesome JEV ZH",
+ "owner": "yzfly",
+ "category": "developer-tools",
+ "repoUrl": "https://github.com/yzfly/awesome-jev-zh",
+ "evidenceUrl": "https://github.com/yzfly/awesome-jev-zh/blob/cdb8a78cb3ac4cec36ebe305b73a4e0b4f5cba21/README.md",
+ "language": "HTML",
+ "license": "CC0-1.0",
+ "starsAtCapture": 59,
+ "summary": {
+ "en": "A Chinese JEV ecosystem guide with curated projects, practical tutorials, pricing, and independent caveats.",
+ "zh": "中文 JEV 生态指南，包含精选项目、实践教程、价格信息与独立限制说明。",
+ "ja": "厳選プロジェクト、実践チュートリアル、価格、独立した注意点を含む中国語 JEV ガイドです。"
+ },
+ "decision": {
+ "en": "Explains when typed decisions fit, documents counterexamples, and groups public implementations by use case.",
+ "zh": "说明类型化决策何时适用，同时记录反例，并按用例整理公开实现。",
+ "ja": "型付き判断が向く場面と反例を説明し、公開実装を用途別に整理します。"
+ },
+ "source": {
+ "type": "github",
+ "label": "GitHub source",
+ "url": "https://github.com/yzfly/awesome-jev-zh/blob/cdb8a78cb3ac4cec36ebe305b73a4e0b4f5cba21/README.md"
+ },
+ "verification": "source-reviewed",
+ "runtimeVerified": false
+ },
{
"id": "oxlint-plugin-jev",
"name": "Oxlint Plugin JEV",
@@ -4799,34 +5163,6 @@
},
"verification": "source-reviewed",
"runtimeVerified": false
- },
- {
- "id": "choxos:jev-reviewer",
- "name": "Jev Reviewer",
- "owner": "choxos",
- "category": "domain-tools",
- "repoUrl": "https://github.com/choxos/jev-reviewer",
- "evidenceUrl": "https://github.com/choxos/jev-reviewer/blob/da15868cdca5e64555e6643243a52ea71f60cf3b/docs/jev.js#L51",
- "source": {
- "type": "github",
- "label": "GitHub source",
- "url": "https://github.com/choxos/jev-reviewer/blob/da15868cdca5e64555e6643243a52ea71f60cf3b/docs/jev.js#L51"
- },
- "language": "JavaScript",
- "license": "MIT",
- "starsAtCapture": 32,
- "summary": {
- "en": "A browser app that pulls verbatim quotes from trial reports to fill systematic-review extraction forms.",
- "zh": "在浏览器中运行的应用，从试验报告里摘录原文引文，用于填写系统综述的数据提取表。",
- "ja": "試験報告書から原文の引用を抜き出し、システマティックレビューの抽出フォームを埋めるブラウザアプリ。"
- },
- "decision": {
- "en": "Points at the report lines that answer each extraction question; code copies the quote and a reviewer checks it.",
- "zh": "指出报告中回答每个提取问题的行；由代码复制原文引文，再由审阅者核对。",
- "ja": "各抽出質問に答える報告書の行を指し示し、コードが引用を複製して、レビュー担当者が確認します。"
- },
- "verification": "source-reviewed",
- "runtimeVerified": false
}
]
}
diff --git a/scripts/validate.test.mjs b/scripts/validate.test.mjs
index 62bd57e..37e23f9 100644
--- a/scripts/validate.test.mjs
+++ b/scripts/validate.test.mjs
@@ -9,9 +9,9 @@ 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, 171);
+ assert.equal(catalogue.projects.length, 183);
const belowFloor = catalogue.projects.filter((project) => project.starsAtCapture < 50).map((project) => project.id);
- assert.deepEqual(belowFloor, ['choxos:jev-reviewer']);
+ assert.deepEqual(belowFloor, []);
assert.doesNotMatch(catalogue.source.policy, /exception/i);
});
@@ -42,10 +42,28 @@ test('every project keeps repository and fixed-commit evidence links', () => {
test('catalogue covers multiple practical patterns', () => {
assert.ok(new Set(catalogue.projects.map((project) => project.category)).size >= 9);
- assert.equal(catalogue.projects.filter((project) => project.starsAtCapture >= 1_000).length, 48);
- for (const required of ['jev-ultrafast', 'laya', 'jegrep']) {
+ assert.equal(catalogue.projects.filter((project) => project.starsAtCapture >= 1_000).length, 49);
+ for (const required of [
+ 'jev-ultrafast',
+ 'laya',
+ 'jegrep',
+ 'laravel-ai-typesafe',
+ 'hippo-memory-jev',
+ 'wuyoscar-jev-skill',
+ 'rizzo-flow',
+ 'embodied-jev',
+ 'neurolink-typesafe',
+ 'promethe-us-awesome-jev',
+ 'kraayenjon-awesome-jev',
+ 'awesome-jev-use-cases',
+ 'windtunnel-jev',
+ 'jevbench',
+ 'awesome-jev-zh',
+ 'jev-lint',
+ ]) {
assert.ok(catalogue.projects.some((project) => project.id === required), `missing ${required}`);
}
+ assert.ok(!catalogue.projects.some((project) => project.id === 'choxos:jev-reviewer'));
});
test('README identity and project-owned cover stay present', async () => {
@@ -63,9 +81,9 @@ test('README identity and project-owned cover stay present', async () => {
assert.match(japaneseReadme, /概要<\/h2>/);
for (const localizedReadme of [readme, chineseReadme, japaneseReadme]) {
assert.match(localizedReadme, /\s*
/);
- assert.match(localizedReadme, /171<\/strong><\/td>/);
+ assert.match(localizedReadme, /| 183<\/strong><\/td>/);
assert.doesNotMatch(localizedReadme, /editorial exception|编辑例外|編集上の例外/i);
- assert.doesNotMatch(localizedReadme, /GitHub 100|100\+ Star|100 stars/);
+ assert.doesNotMatch(localizedReadme, /GitHub 100|100\+ Star/);
assert.match(localizedReadme, /\/v1\/systemone/);
assert.match(localizedReadme, /jev-1\.13/);
}
| |