diff --git a/README.ja.md b/README.ja.md
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+++ b/README.ja.md
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| 125 |
- 31 |
+ 34 |
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- 2026-09-20 |
+ 2026-09-21 |
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| | |
| --- | --- |
| [](https://github.com/browser-use/jev-ultrafast) | [](https://github.com/BerriAI/litellm) |
-| **[Jev Ultrafast](https://github.com/browser-use/jev-ultrafast)** · ブラウザ・PC 操作 · 9.5K Star
1 回の JEV リクエストでブラウザ操作と対象 DOM を選択します。
[オリジナル事例 · 294 万表示](https://x.com/gregpr07/status/2100411066966749359) · [固定コミットの根拠](https://github.com/browser-use/jev-ultrafast/blob/1231850a0bf1a0c0341fe408ef1668dbbfdfac46/jev_ultrafast/model.py) | **[LiteLLM · JEV Router](https://github.com/BerriAI/litellm)** · ルーティング · 59.2K Star
バックエンドモデルを選ぶ前にリクエストの複雑さを分類します。
[固定コミットの根拠](https://github.com/BerriAI/litellm/blob/56116079c8022da0e8f7ff9ccb017ad5aca5aed2/litellm/router_strategy/complexity_router/jev_classifier.py#L70) |
+| **[Jev Ultrafast](https://github.com/browser-use/jev-ultrafast)** · ブラウザ・PC 操作 · 13.8K Star
1 回の JEV リクエストでブラウザ操作と対象 DOM を選択します。
[オリジナル事例 · 294 万表示](https://x.com/gregpr07/status/2100411066966749359) · [固定コミットの根拠](https://github.com/browser-use/jev-ultrafast/blob/1231850a0bf1a0c0341fe408ef1668dbbfdfac46/jev_ultrafast/model.py) | **[LiteLLM · JEV Router](https://github.com/BerriAI/litellm)** · ルーティング · 59.3K Star
バックエンドモデルを選ぶ前にリクエストの複雑さを分類します。
[固定コミットの根拠](https://github.com/BerriAI/litellm/blob/56116079c8022da0e8f7ff9ccb017ad5aca5aed2/litellm/router_strategy/complexity_router/jev_classifier.py#L70) |
| [](https://github.com/langchain-ai/langchain) | [](https://github.com/vercel/ai) |
-| **[LangChain · TypeSafe](https://github.com/langchain-ai/langchain)** · SDK 連携 · 146.7K Star
Python ワークフローで二値・分類・順序付き評価を扱います。
[固定コミットの根拠](https://github.com/langchain-ai/langchain/blob/eba445b7563d1709427bd8072892975a6ea59fdc/libs/partners/typesafe/langchain_typesafe/classifier.py) | **[Vercel AI SDK · TypeSafe](https://github.com/vercel/ai)** · SDK 連携 · 26.9K Star
choice、score、yes/no を共通の evaluate インターフェースへ変換します。
[固定コミットの根拠](https://github.com/vercel/ai/blob/73ec7015edd4f04ca9144ce93a8a037a731e5db8/packages/typesafe-ai/src/typesafe-ai-evaluation-model.ts) |
+| **[LangChain · TypeSafe](https://github.com/langchain-ai/langchain)** · SDK 連携 · 146.8K Star
Python ワークフローで二値・分類・順序付き評価を扱います。
[固定コミットの根拠](https://github.com/langchain-ai/langchain/blob/eba445b7563d1709427bd8072892975a6ea59fdc/libs/partners/typesafe/langchain_typesafe/classifier.py) | **[Vercel AI SDK · TypeSafe](https://github.com/vercel/ai)** · SDK 連携 · 26.9K Star
choice、score、yes/no を共通の evaluate インターフェースへ変換します。
[固定コミットの根拠](https://github.com/vercel/ai/blob/73ec7015edd4f04ca9144ce93a8a037a731e5db8/packages/typesafe-ai/src/typesafe-ai-evaluation-model.ts) |
| [](https://github.com/NandhaKishorM/laya) | [](https://github.com/can1357/jegrep) |
-| **[Laya](https://github.com/NandhaKishorM/laya)** · オープンモデル · 2.8K stars
多言語 System 1 の型付き判断を 1 回の前向き計算で行い、チェックポイントをルーティングします。
[Hugging Face モデル](https://huggingface.co/convaiinnovations/laya) · [固定コミット根拠](https://github.com/NandhaKishorM/laya/blob/d113dca2512fb3eaca313534bc54c7162d87c1d4/README.md)|
+| **[Laya](https://github.com/NandhaKishorM/laya)** · オープンモデル · 6.7K stars
多言語 System 1 の型付き判断を 1 回の前向き計算で行い、チェックポイントをルーティングします。
[Hugging Face モデル](https://huggingface.co/convaiinnovations/laya) · [固定コミット根拠](https://github.com/NandhaKishorM/laya/blob/d113dca2512fb3eaca313534bc54c7162d87c1d4/README.md)|
| [](https://github.com/trycua/cua) | [](https://github.com/agentgateway/agentgateway) |
-| **[Cua · JEV Use](https://github.com/trycua/cua)** · ブラウザ・PC 操作 · 24.7K Star
DOM や画面領域の説明から次のアクション ID を選択します。
[固定コミットの根拠](https://github.com/trycua/cua/blob/83f142c4290a0f7d9ed545ae8532858c6e4f8145/libs/cua-driver/examples/jev-use/python/jev_adapter.py#L11) | **[Agentgateway · JEV Guardrail](https://github.com/agentgateway/agentgateway)** · 安全性・レビュー · 4.9K Star
ゲートウェイで脱獄、有害コンテンツ、秘密情報漏えいを判定します。
[固定コミットの根拠](https://github.com/agentgateway/agentgateway/blob/6b0270efd25b5255932943e48b5ca47583d3ad28/examples/llm-guardrail-jev/guardrail.ts) |
+| **[Cua · JEV Use](https://github.com/trycua/cua)** · ブラウザ・PC 操作 · 25.4K Star
DOM や画面領域の説明から次のアクション ID を選択します。
[固定コミットの根拠](https://github.com/trycua/cua/blob/83f142c4290a0f7d9ed545ae8532858c6e4f8145/libs/cua-driver/examples/jev-use/python/jev_adapter.py#L11) | **[Agentgateway · JEV Guardrail](https://github.com/agentgateway/agentgateway)** · 安全性・レビュー · 5.0K Star
ゲートウェイで脱獄、有害コンテンツ、秘密情報漏えいを判定します。
[固定コミットの根拠](https://github.com/agentgateway/agentgateway/blob/6b0270efd25b5255932943e48b5ca47583d3ad28/examples/llm-guardrail-jev/guardrail.ts) |
| [](https://github.com/elvisun/newsjack) | [](https://github.com/OpenByteInc/QuantDinger) |
-| **[NewsJack](https://github.com/elvisun/newsjack)** · Agent ワークフロー · 1.2K Star
大量のニュースを先に絞り込み、選ばれた機会だけを Agent が処理します。
[オリジナル事例 · 58.3 万表示](https://x.com/elvissun/status/2100951347080421409) · [固定コミットの根拠](https://github.com/elvisun/newsjack/tree/092d882fc69912622f620c50eb493afe625f99dc/demos/news-desk-dealer) | **[QuantDinger · JEV Gate](https://github.com/OpenByteInc/QuantDinger)** · 業務特化ツール · 11.8K Star
一部の実取引エントリー前に、根拠とリスクの判断ゲートを追加します。
[固定コミットの根拠](https://github.com/OpenByteInc/QuantDinger/blob/12c04eb2cdb8a9d08dc84502f5261ec3f1c56bf7/backend_api_python/app/services/ai_decision_filter.py) |
+| **[NewsJack](https://github.com/elvisun/newsjack)** · Agent ワークフロー · 1.3K Star
大量のニュースを先に絞り込み、選ばれた機会だけを Agent が処理します。
[オリジナル事例 · 58.3 万表示](https://x.com/elvissun/status/2100951347080421409) · [固定コミットの根拠](https://github.com/elvisun/newsjack/tree/092d882fc69912622f620c50eb493afe625f99dc/demos/news-desk-dealer) | **[QuantDinger · JEV Gate](https://github.com/OpenByteInc/QuantDinger)** · 業務特化ツール · 11.9K Star
一部の実取引エントリー前に、根拠とリスクの判断ゲートを追加します。
[固定コミットの根拠](https://github.com/OpenByteInc/QuantDinger/blob/12c04eb2cdb8a9d08dc84502f5261ec3f1c56bf7/backend_api_python/app/services/ai_decision_filter.py) |
フィルターと詳しい説明付きで見る →
## 全 125 プロジェクト
-- [Jev Ultrafast](https://github.com/browser-use/jev-ultrafast) · 9,549 stars
-- [LangChain · TypeSafe](https://github.com/langchain-ai/langchain) · 146,702 stars
-- [AI Hedge Fund · JEV Adapter](https://github.com/virattt/ai-hedge-fund) · 63,571 stars
-- [LiteLLM · JEV Router](https://github.com/BerriAI/litellm) · 59,192 stars
-- [Oh My Pi · JEV Judgments](https://github.com/can1357/oh-my-pi) · 32,024 stars
-- [Jev Model Router](https://github.com/davila7/claude-code-templates) · 30,822 stars
-- [Composio · TypeSafe Provider](https://github.com/ComposioHQ/composio) · 30,258 stars
-- [Vercel AI SDK · TypeSafe](https://github.com/vercel/ai) · 26,858 stars
-- [Cua · JEV Use](https://github.com/trycua/cua) · 24,683 stars
-- [Pydantic AI · TypeSafe](https://github.com/pydantic/pydantic-ai) · 20,066 stars
-- [Eliza · TypeSafe Client](https://github.com/elizaOS/eliza) · 19,382 stars
-- [LangChain.js · TypeSafe](https://github.com/langchain-ai/langchainjs) · 18,213 stars
-- [json-render · JEV Compose](https://github.com/vercel-labs/json-render) · 16,898 stars
-- [QuantDinger · JEV Gate](https://github.com/OpenByteInc/QuantDinger) · 11,763 stars
-- [OpenChamber · JEV Router](https://github.com/openchamber/openchamber) · 10,100 stars
-- [Rig · TypeSafe Crate](https://github.com/0xPlaygrounds/rig) · 8,679 stars
-- [Firstmate · JEV Dispatch](https://github.com/kunchenguid/firstmate) · 6,771 stars
-- [Agentgateway · JEV Guardrail](https://github.com/agentgateway/agentgateway) · 4,936 stars
-- [Latitude · JEV Preclassifier](https://github.com/latitude-dev/latitude-llm) · 4,661 stars
-- [Fast Jev Compaction](https://github.com/tamaratran/fast-jev-compaction) · 4,463 stars
-- [Ax · TypeSafe Client](https://github.com/ax-llm/ax) · 2,927 stars
-- [SemIf](https://github.com/TheoLeeCJ/SemIf) · 2,047 stars
-- [Laya](https://github.com/NandhaKishorM/laya) · 2,820 stars
-- [JEV Trader](https://github.com/jarrodwatts/jev-trader) · 1,364 stars
-- [Agent Desktop · JEV Skill](https://github.com/lahfir/agent-desktop) · 1,310 stars
-- [Vellum Assistant · JEV](https://github.com/vellum-ai/vellum-assistant) · 1,292 stars
-- [NewsJack](https://github.com/elvisun/newsjack) · 1,181 stars
-- [NanoJev](https://github.com/TianyuCodings/NanoJev) · 1,104 stars
-- [Jevlike](https://github.com/vinnylarouge/jevlike) · 1,018 stars
-- [TipTour macOS](https://github.com/milind-soni/tiptour-macos) · 600 stars
-- [Kev 0.5B](https://github.com/jaredpalmer/kev) · 591 stars
-- [Nimble](https://github.com/bespokelabsai/nimble) · 573 stars
-- [LocalJev](https://github.com/githubnext/localjev) · 484 stars
-- [Jev Experiments](https://github.com/dabit3/jev-experiments) · 312 stars
-- [Tax Document Classifier](https://github.com/kyotofin/tax-doc-classifier) · 270 stars
-- [Abide](https://github.com/coldteadotai/abide) · 169 stars
-- [jev-align](https://github.com/sutro-sh/jev-align) · 158 stars
-- [Jeff](https://github.com/logan-markewich/jeff) · 120 stars
-- [jev-semgrep](https://github.com/uehaj/jev-semgrep) · 92 stars
-- [jev-gateway](https://github.com/vinilana/jev-gateway) · 57 stars
-- [Hono Jev Router](https://github.com/yusukebe/hono-jev-router) · 39 stars
-- [Live Jev](https://github.com/okinaaudio/live-jev) · 32 stars
-- [jegrep](https://github.com/can1357/jegrep) · 31 stars
-- [Jev Reviewer](https://github.com/choxos/jev-reviewer) · 19 stars
-- [Celesto](https://github.com/CelestoAI/celesto) · 943 stars
-- [Atomic](https://github.com/bastani-inc/atomic) · 806 stars
-- [Aiavatarkit](https://github.com/uezo/aiavatarkit) · 676 stars
-- [Kody](https://github.com/kentcdodds/kody) · 654 stars
-- [Agent](https://github.com/AgentiLoop/Agent) · 616 stars
-- [Req LLM](https://github.com/agentjido/req_llm) · 577 stars
-- [Omg.dev](https://github.com/BennyKok/omg.dev) · 531 stars
-- [Vexjoy Agent](https://github.com/notque/vexjoy-agent) · 420 stars
-- [Foreman](https://github.com/thruwire/foreman) · 344 stars
+- [LangChain · TypeSafe](https://github.com/langchain-ai/langchain) · 146,779 stars
+- [AI Hedge Fund · JEV Adapter](https://github.com/virattt/ai-hedge-fund) · 63,642 stars
+- [LiteLLM · JEV Router](https://github.com/BerriAI/litellm) · 59,305 stars
+- [Oh My Pi · JEV Judgments](https://github.com/can1357/oh-my-pi) · 32,236 stars
+- [Jev Model Router](https://github.com/davila7/claude-code-templates) · 30,870 stars
+- [Composio · TypeSafe Provider](https://github.com/ComposioHQ/composio) · 30,268 stars
+- [Vercel AI SDK · TypeSafe](https://github.com/vercel/ai) · 26,870 stars
+- [Cua · JEV Use](https://github.com/trycua/cua) · 25,422 stars
+- [Openwork](https://github.com/different-ai/openwork) · 23,682 stars
+- [Pydantic AI · TypeSafe](https://github.com/pydantic/pydantic-ai) · 20,084 stars
+- [Eliza · TypeSafe Client](https://github.com/elizaOS/eliza) · 19,404 stars
+- [LangChain.js · TypeSafe](https://github.com/langchain-ai/langchainjs) · 18,215 stars
+- [json-render · JEV Compose](https://github.com/vercel-labs/json-render) · 17,731 stars
+- [Jev Ultrafast](https://github.com/browser-use/jev-ultrafast) · 13,811 stars
+- [QuantDinger · JEV Gate](https://github.com/OpenByteInc/QuantDinger) · 11,883 stars
+- [OpenChamber · JEV Router](https://github.com/openchamber/openchamber) · 10,213 stars
+- [Rig · TypeSafe Crate](https://github.com/0xPlaygrounds/rig) · 8,691 stars
+- [Firstmate · JEV Dispatch](https://github.com/kunchenguid/firstmate) · 6,889 stars
+- [Laya](https://github.com/NandhaKishorM/laya) · 6,688 stars
+- [Fast Jev Compaction](https://github.com/tamaratran/fast-jev-compaction) · 5,719 stars
+- [Eve](https://github.com/vercel/eve) · 5,291 stars
+- [Agentgateway · JEV Guardrail](https://github.com/agentgateway/agentgateway) · 4,953 stars
+- [Latitude · JEV Preclassifier](https://github.com/latitude-dev/latitude-llm) · 4,665 stars
+- [Ax · TypeSafe Client](https://github.com/ax-llm/ax) · 2,934 stars
+- [SemIf](https://github.com/TheoLeeCJ/SemIf) · 2,749 stars
+- [JEV Trader](https://github.com/jarrodwatts/jev-trader) · 1,672 stars
+- [NanoJev](https://github.com/TianyuCodings/NanoJev) · 1,672 stars
+- [Kev 0.5B](https://github.com/jaredpalmer/kev) · 1,530 stars
+- [TypeSafe Skills](https://github.com/typesafe-ai/skills) · 1,388 stars
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+- [Nimble](https://github.com/bespokelabsai/nimble) · 1,357 stars
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+- [NewsJack](https://github.com/elvisun/newsjack) · 1,271 stars
+- [Jevlike](https://github.com/vinnylarouge/jevlike) · 1,132 stars
+- [Celesto](https://github.com/CelestoAI/celesto) · 946 stars
+- [Atomic](https://github.com/bastani-inc/atomic) · 809 stars
+- [AI CLI](https://github.com/vercel-labs/ai-cli) · 808 stars
+- [Awesome JEV by TypeSafe](https://github.com/Anil-matcha/awesome-jev-by-typesafe) · 742 stars
+- [TypeSafe Computer Use](https://github.com/awlevin/typesafe-computer-use) · 693 stars
+- [Aiavatarkit](https://github.com/uezo/aiavatarkit) · 678 stars
+- [Kody](https://github.com/kentcdodds/kody) · 659 stars
+- [LocalJev](https://github.com/githubnext/localjev) · 657 stars
+- [TipTour macOS](https://github.com/milind-soni/tiptour-macos) · 627 stars
+- [Agent](https://github.com/AgentiLoop/Agent) · 618 stars
+- [Req LLM](https://github.com/agentjido/req_llm) · 580 stars
+- [Omg.dev](https://github.com/BennyKok/omg.dev) · 533 stars
+- [Jev CU](https://github.com/Sac-Y/Jev-cu) · 519 stars
+- [Splash](https://github.com/incoai/splash) · 506 stars
+- [Foreman](https://github.com/thruwire/foreman) · 446 stars
+- [Jev Review](https://github.com/devagrawal09/jev-review) · 438 stars
+- [Simple JEV](https://github.com/featherless-ai/simple-jev) · 428 stars
+- [Vexjoy Agent](https://github.com/notque/vexjoy-agent) · 421 stars
+- [Smithers](https://github.com/smithersai/smithers) · 418 stars
+- [Awesome TypeSafe](https://github.com/AbdelStark/awesome-typesafe) · 414 stars
+- [Jev Experiments](https://github.com/dabit3/jev-experiments) · 352 stars
+- [JEV Search](https://github.com/superagents-lab/jev-search) · 352 stars
+- [Hermes JEV Skills](https://github.com/kerpopule/hermes-jev-skills) · 335 stars
- [WrongStack](https://github.com/WrongStack/WrongStack) · 329 stars
- [Instructor Php](https://github.com/cognesy/instructor-php) · 327 stars
-- [TypeSafe Computer Use](https://github.com/awlevin/typesafe-computer-use) · 302 stars
-- [Jev Review](https://github.com/devagrawal09/jev-review) · 284 stars
-- [Orchestkit](https://github.com/yonatangross/orchestkit) · 278 stars
-- [TypeSafe Mario](https://github.com/fhshaik/typesafe-mario) · 266 stars
+- [Tax Document Classifier](https://github.com/kyotofin/tax-doc-classifier) · 314 stars
+- [TypeSafe Mario](https://github.com/fhshaik/typesafe-mario) · 314 stars
+- [Mobile JEV](https://github.com/droidrun/mobile-jev) · 304 stars
+- [Awesome JEV (cobanov)](https://github.com/cobanov/awesome-jev) · 292 stars
+- [JEV Browser Use](https://github.com/wy-coliney/jev-browser-use) · 291 stars
+- [JEV Router](https://github.com/gargpratyush/jev-router) · 283 stars
+- [Orchestkit](https://github.com/yonatangross/orchestkit) · 280 stars
+- [Third Hand](https://github.com/shhivv/third-hand) · 270 stars
+- [Awesome JEV Projects](https://github.com/logicrw/awesome-jev-projects) · 264 stars
+- [Pg JEV](https://github.com/realZachi/pg-jev) · 259 stars
+- [jev-align](https://github.com/sutro-sh/jev-align) · 253 stars
- [Openai Scala Client](https://github.com/cequence-io/openai-scala-client) · 248 stars
-- [Pi Fabric](https://github.com/monotykamary/pi-fabric) · 236 stars
-- [OpenWhisper](https://github.com/Knuckles92/OpenWhisper) · 185 stars
-- [Pg JEV](https://github.com/realZachi/pg-jev) · 179 stars
-- [Interlinked CLI](https://github.com/QuentinCody/interlinked-cli) · 177 stars
-- [JEV Router](https://github.com/gargpratyush/jev-router) · 174 stars
-- [Skillbox](https://github.com/kitze/skillbox) · 165 stars
-- [Mobile JEV](https://github.com/droidrun/mobile-jev) · 162 stars
+- [Openjev](https://github.com/razorback16/openjev) · 245 stars
+- [OpenJEV SGLang](https://github.com/ekzhang/openjev-sglang) · 245 stars
+- [Pi Fabric](https://github.com/monotykamary/pi-fabric) · 241 stars
+- [OpenJEV Verdict 2.0](https://github.com/Heman10x-NGU/openJev-verdict-2.0) · 221 stars
+- [Skillbox](https://github.com/kitze/skillbox) · 220 stars
+- [System One Adapter (Python)](https://github.com/typesafe-ai/system-one-adapter-python) · 218 stars
+- [JEV Browser](https://github.com/jkudish/jev-browser) · 209 stars
+- [Abide](https://github.com/coldteadotai/abide) · 199 stars
+- [Notra](https://github.com/usenotra/notra) · 199 stars
+- [TypeSafe SDK Js](https://github.com/typesafe-ai/typesafe-sdk-js) · 196 stars
+- [JEV MCP](https://github.com/jkudish/jev-mcp) · 196 stars
+- [JEV Visual](https://github.com/hr98w/jev-visual) · 192 stars
+- [JEV Review](https://github.com/NiazMorshed2007/jev-review) · 191 stars
+- [OpenWhisper](https://github.com/Knuckles92/OpenWhisper) · 187 stars
+- [JEV Voice Browser](https://github.com/moritzkremb/jev-voice-browser) · 187 stars
+- [Awesome JEV (fatwang2)](https://github.com/fatwang2/awesome-jev) · 185 stars
+- [Jeff](https://github.com/logan-markewich/jeff) · 183 stars
+- [Decider](https://github.com/Mapika/decider) · 180 stars
+- [Interlinked CLI](https://github.com/QuentinCody/interlinked-cli) · 178 stars
+- [TypeSafe MCP](https://github.com/itsmostafa/typesafe-mcp) · 173 stars
+- [TypeSafe SDK Python](https://github.com/typesafe-ai/typesafe-sdk-python) · 171 stars
+- [Perch](https://github.com/lakeday-org/perch) · 167 stars
- [Runline](https://github.com/Michaelliv/runline) · 162 stars
-- [JEV Search](https://github.com/superagents-lab/jev-search) · 146 stars
-- [JEV Browser Use](https://github.com/wy-coliney/jev-browser-use) · 136 stars
-- [JEV Review](https://github.com/NiazMorshed2007/jev-review) · 126 stars
-- [Effect Agent](https://github.com/danieljvdm/effect-agent) · 119 stars
-- [JEV Browser](https://github.com/jkudish/jev-browser) · 117 stars
-- [Unclutter](https://github.com/kitze/unclutter) · 110 stars
-- [TypeSafe SDK Python](https://github.com/typesafe-ai/typesafe-sdk-python) · 101 stars
-- [JEV Eval Agent](https://github.com/vinilana/jev-eval-agent) · 87 stars
-- [Bluenoise](https://github.com/rokcso/bluenoise) · 83 stars
-- [TypeSafe MCP](https://github.com/itsmostafa/typesafe-mcp) · 80 stars
-- [JEV Shell History](https://github.com/mrnugget/jev-shell-history) · 57 stars
-- [JEV Codex Router](https://github.com/0xNatoshi/jev-codex-router) · 53 stars
-- [TypeSafe Adblock](https://github.com/realZachi/typesafe-adblock) · 50 stars
-- [JEV Skip](https://github.com/valentynkit/jev-skip) · 1 stars
-- [JEV Commit](https://github.com/valentynkit/jev-commit) · 0 stars
-- [Jev.nvim](https://github.com/valentynkit/jev.nvim) · 0 stars
-- [Jevpilot](https://github.com/standardagents/jevpilot) · 77 stars
-- [JEV Drone](https://github.com/RomanSlack/jev-drone) · 66 stars
-- [Youtube Sponsor Detection](https://github.com/trungdq88/youtube-sponsor-detection) · 61 stars
-- [Jevmeter](https://github.com/ChetasLua/jevmeter) · 58 stars
-- [Captaincore](https://github.com/CaptainCore/captaincore) · 71 stars
-- [Pg TypeSafe](https://github.com/giuliosmall/pg_typesafe) · 76 stars
-- [Simple JEV](https://github.com/featherless-ai/simple-jev) · 168 stars
-- [TypeSafe SDK Js](https://github.com/typesafe-ai/typesafe-sdk-js) · 139 stars
+- [Compact Adviser](https://github.com/kunchenguid/compact-adviser) · 157 stars
+- [Unclutter](https://github.com/kitze/unclutter) · 152 stars
+- [djev-spark](https://github.com/mmastrac/djev-spark) · 152 stars
+- [Jevpilot](https://github.com/standardagents/jevpilot) · 143 stars
- [AI](https://github.com/hackclub/ai) · 133 stars
-- [Taskuary](https://github.com/ldbumble/taskuary) · 105 stars
-- [JEV Voice Browser](https://github.com/moritzkremb/jev-voice-browser) · 84 stars
-- [JEV MCP](https://github.com/jkudish/jev-mcp) · 75 stars
-- [Advocaat](https://github.com/pithings/advocaat) · 75 stars
-- [Pi JEV](https://github.com/y0usaf/pi-jev) · 70 stars
-- [Pi Warden](https://github.com/DevMortimer/pi-warden) · 67 stars
-- [Openjev](https://github.com/razorback16/openjev) · 50 stars
-- [Openwork](https://github.com/different-ai/openwork) · 23,660 stars
-- [Eve](https://github.com/vercel/eve) · 5,278 stars
-- [AI CLI](https://github.com/vercel-labs/ai-cli) · 807 stars
-- [TypeSafe Skills](https://github.com/typesafe-ai/skills) · 880 stars
-- [Awesome JEV by TypeSafe](https://github.com/Anil-matcha/awesome-jev-by-typesafe) · 661 stars
-- [Smithers](https://github.com/smithersai/smithers) · 417 stars
-- [Jev CU](https://github.com/Sac-Y/Jev-cu) · 406 stars
-- [Splash](https://github.com/incoai/splash) · 381 stars
-- [Awesome TypeSafe](https://github.com/AbdelStark/awesome-typesafe) · 369 stars
-- [Awesome JEV (cobanov)](https://github.com/cobanov/awesome-jev) · 238 stars
-- [OpenJEV SGLang](https://github.com/ekzhang/openjev-sglang) · 207 stars
-- [Notra](https://github.com/usenotra/notra) · 192 stars
-- [System One Adapter (Python)](https://github.com/typesafe-ai/system-one-adapter-python) · 184 stars
-- [Awesome JEV (fatwang2)](https://github.com/fatwang2/awesome-jev) · 173 stars
-- [Perch](https://github.com/lakeday-org/perch) · 162 stars
-- [JEV Visual](https://github.com/hr98w/jev-visual) · 163 stars
-- [Third Hand](https://github.com/shhivv/third-hand) · 147 stars
-- [Compact Adviser](https://github.com/kunchenguid/compact-adviser) · 143 stars
-- [Awesome JEV Projects](https://github.com/logicrw/awesome-jev-projects) · 168 stars
-- [Hermes JEV Skills](https://github.com/kerpopule/hermes-jev-skills) · 136 stars
-- [JEV Pruner](https://github.com/tamaratran/jev-pruner) · 119 stars
-- [OpenJEV Verdict 2.0](https://github.com/Heman10x-NGU/openJev-verdict-2.0) · 119 stars
-- [Building with JEV Skill](https://github.com/dbreunig/building-with-jev-skill) · 121 stars
-- [Decider](https://github.com/Mapika/decider) · 107 stars
-- [djev-spark](https://github.com/mmastrac/djev-spark) · 103 stars
+- [Pi JEV](https://github.com/y0usaf/pi-jev) · 131 stars
+- [JEV Pruner](https://github.com/tamaratran/jev-pruner) · 130 stars
+- [Building with JEV Skill](https://github.com/dbreunig/building-with-jev-skill) · 128 stars
+- [JEV Codex Router](https://github.com/0xNatoshi/jev-codex-router) · 125 stars
+- [jev-semgrep](https://github.com/uehaj/jev-semgrep) · 122 stars
+- [Effect Agent](https://github.com/danieljvdm/effect-agent) · 121 stars
+- [Pi Warden](https://github.com/DevMortimer/pi-warden) · 118 stars
+- [Taskuary](https://github.com/ldbumble/taskuary) · 116 stars
+- [JEV Eval Agent](https://github.com/vinilana/jev-eval-agent) · 99 stars
+- [JEV Drone](https://github.com/RomanSlack/jev-drone) · 96 stars
+- [Bluenoise](https://github.com/rokcso/bluenoise) · 90 stars
+- [Advocaat](https://github.com/pithings/advocaat) · 88 stars
+- [Youtube Sponsor Detection](https://github.com/trungdq88/youtube-sponsor-detection) · 81 stars
+- [Pg TypeSafe](https://github.com/giuliosmall/pg_typesafe) · 81 stars
+- [JEV Shell History](https://github.com/mrnugget/jev-shell-history) · 80 stars
+- [jev-gateway](https://github.com/vinilana/jev-gateway) · 79 stars
+- [Jevmeter](https://github.com/ChetasLua/jevmeter) · 77 stars
+- [Captaincore](https://github.com/CaptainCore/captaincore) · 71 stars
+- [TypeSafe Adblock](https://github.com/realZachi/typesafe-adblock) · 64 stars
+- [jegrep](https://github.com/can1357/jegrep) · 57 stars
+- [Hono Jev Router](https://github.com/yusukebe/hono-jev-router) · 45 stars
+- [Live Jev](https://github.com/okinaaudio/live-jev) · 38 stars
+- [Jev Reviewer](https://github.com/choxos/jev-reviewer) · 30 stars
+- [JEV Commit](https://github.com/valentynkit/jev-commit) · 8 stars
+- [JEV Skip](https://github.com/valentynkit/jev-skip) · 3 stars
+- [Jev.nvim](https://github.com/valentynkit/jev.nvim) · 3 stars
## BeatAPI
diff --git a/README.md b/README.md
index 8f82154..a82aaad 100644
--- a/README.md
+++ b/README.md
@@ -32,9 +32,9 @@
| 125 |
- 31 |
+ 34 |
10 |
- 2026-09-20 |
+ 2026-09-21 |
@@ -60,145 +60,145 @@
| | |
| --- | --- |
| [](https://github.com/browser-use/jev-ultrafast) | [](https://github.com/BerriAI/litellm) |
-| **[Jev Ultrafast](https://github.com/browser-use/jev-ultrafast)** · Browser & computer use · 9.5K stars
Chooses a browser action and matching DOM target in one JEV request.
[Original case · 2.9M views](https://x.com/gregpr07/status/2100411066966749359) · [Fixed-commit evidence](https://github.com/browser-use/jev-ultrafast/blob/1231850a0bf1a0c0341fe408ef1668dbbfdfac46/jev_ultrafast/model.py) | **[LiteLLM · JEV Router](https://github.com/BerriAI/litellm)** · Routing & optimization · 59.2K stars
Classifies request complexity before backend model routing.
[Fixed-commit evidence](https://github.com/BerriAI/litellm/blob/56116079c8022da0e8f7ff9ccb017ad5aca5aed2/litellm/router_strategy/complexity_router/jev_classifier.py#L70) |
+| **[Jev Ultrafast](https://github.com/browser-use/jev-ultrafast)** · Browser & computer use · 13.8K stars
Chooses a browser action and matching DOM target in one JEV request.
[Original case · 2.9M views](https://x.com/gregpr07/status/2100411066966749359) · [Fixed-commit evidence](https://github.com/browser-use/jev-ultrafast/blob/1231850a0bf1a0c0341fe408ef1668dbbfdfac46/jev_ultrafast/model.py) | **[LiteLLM · JEV Router](https://github.com/BerriAI/litellm)** · Routing & optimization · 59.3K stars
Classifies request complexity before backend model routing.
[Fixed-commit evidence](https://github.com/BerriAI/litellm/blob/56116079c8022da0e8f7ff9ccb017ad5aca5aed2/litellm/router_strategy/complexity_router/jev_classifier.py#L70) |
| [](https://github.com/langchain-ai/langchain) | [](https://github.com/vercel/ai) |
-| **[LangChain · TypeSafe](https://github.com/langchain-ai/langchain)** · SDK integration · 146.7K stars
Exposes binary, classification, and ordinal JEV decisions inside Python workflows.
[Fixed-commit evidence](https://github.com/langchain-ai/langchain/blob/eba445b7563d1709427bd8072892975a6ea59fdc/libs/partners/typesafe/langchain_typesafe/classifier.py) | **[Vercel AI SDK · TypeSafe](https://github.com/vercel/ai)** · SDK integration · 26.9K stars
Maps choice, score, and yes/no questions onto a unified evaluate interface.
[Fixed-commit evidence](https://github.com/vercel/ai/blob/73ec7015edd4f04ca9144ce93a8a037a731e5db8/packages/typesafe-ai/src/typesafe-ai-evaluation-model.ts) |
+| **[LangChain · TypeSafe](https://github.com/langchain-ai/langchain)** · SDK integration · 146.8K stars
Exposes binary, classification, and ordinal JEV decisions inside Python workflows.
[Fixed-commit evidence](https://github.com/langchain-ai/langchain/blob/eba445b7563d1709427bd8072892975a6ea59fdc/libs/partners/typesafe/langchain_typesafe/classifier.py) | **[Vercel AI SDK · TypeSafe](https://github.com/vercel/ai)** · SDK integration · 26.9K stars
Maps choice, score, and yes/no questions onto a unified evaluate interface.
[Fixed-commit evidence](https://github.com/vercel/ai/blob/73ec7015edd4f04ca9144ce93a8a037a731e5db8/packages/typesafe-ai/src/typesafe-ai-evaluation-model.ts) |
| [](https://github.com/NandhaKishorM/laya) | [](https://github.com/can1357/jegrep) |
-| **[Laya](https://github.com/NandhaKishorM/laya)** · Open model · 2.8K stars
Multilingual System 1 typed decisions in one forward pass, with a checkpoint router.
[Hugging Face model](https://huggingface.co/convaiinnovations/laya) · [Fixed-commit evidence](https://github.com/NandhaKishorM/laya/blob/d113dca2512fb3eaca313534bc54c7162d87c1d4/README.md)| **[jegrep](https://github.com/can1357/jegrep)** · Search & data
Searches live code trees semantically without building an index.
[Fixed-commit evidence](https://github.com/can1357/jegrep/blob/a280f14f6da8163bde67e0c49f58b23517a02882/src/jev.rs) |
+| **[Laya](https://github.com/NandhaKishorM/laya)** · Open model · 6.7K stars
Multilingual System 1 typed decisions in one forward pass, with a checkpoint router.
[Hugging Face model](https://huggingface.co/convaiinnovations/laya) · [Fixed-commit evidence](https://github.com/NandhaKishorM/laya/blob/d113dca2512fb3eaca313534bc54c7162d87c1d4/README.md)| **[jegrep](https://github.com/can1357/jegrep)** · Search & data
Searches live code trees semantically without building an index.
[Fixed-commit evidence](https://github.com/can1357/jegrep/blob/a280f14f6da8163bde67e0c49f58b23517a02882/src/jev.rs) |
| [](https://github.com/trycua/cua) | [](https://github.com/agentgateway/agentgateway) |
-| **[Cua · JEV Use](https://github.com/trycua/cua)** · Browser & computer use · 24.7K stars
Selects an action ID from DOM or visual-region descriptions.
[Fixed-commit evidence](https://github.com/trycua/cua/blob/83f142c4290a0f7d9ed545ae8532858c6e4f8145/libs/cua-driver/examples/jev-use/python/jev_adapter.py#L11) | **[Agentgateway · JEV Guardrail](https://github.com/agentgateway/agentgateway)** · Safety & review · 4.9K stars
Scores jailbreak, harmful-content, and secret-leakage checks at the gateway.
[Fixed-commit evidence](https://github.com/agentgateway/agentgateway/blob/6b0270efd25b5255932943e48b5ca47583d3ad28/examples/llm-guardrail-jev/guardrail.ts) |
+| **[Cua · JEV Use](https://github.com/trycua/cua)** · Browser & computer use · 25.4K stars
Selects an action ID from DOM or visual-region descriptions.
[Fixed-commit evidence](https://github.com/trycua/cua/blob/83f142c4290a0f7d9ed545ae8532858c6e4f8145/libs/cua-driver/examples/jev-use/python/jev_adapter.py#L11) | **[Agentgateway · JEV Guardrail](https://github.com/agentgateway/agentgateway)** · Safety & review · 5.0K stars
Scores jailbreak, harmful-content, and secret-leakage checks at the gateway.
[Fixed-commit evidence](https://github.com/agentgateway/agentgateway/blob/6b0270efd25b5255932943e48b5ca47583d3ad28/examples/llm-guardrail-jev/guardrail.ts) |
| [](https://github.com/elvisun/newsjack) | [](https://github.com/OpenByteInc/QuantDinger) |
-| **[NewsJack](https://github.com/elvisun/newsjack)** · Agent workflow · 1.2K stars
Filters hundreds of live news items before an agent handles the selected opportunities.
[Original case · 583K views](https://x.com/elvissun/status/2100951347080421409) · [Fixed-commit evidence](https://github.com/elvisun/newsjack/tree/092d882fc69912622f620c50eb493afe625f99dc/demos/news-desk-dealer) | **[QuantDinger · JEV Gate](https://github.com/OpenByteInc/QuantDinger)** · Domain tool · 11.8K stars
Adds an evidence and risk gate before selected live-trading entries.
[Fixed-commit evidence](https://github.com/OpenByteInc/QuantDinger/blob/12c04eb2cdb8a9d08dc84502f5261ec3f1c56bf7/backend_api_python/app/services/ai_decision_filter.py) |
+| **[NewsJack](https://github.com/elvisun/newsjack)** · Agent workflow · 1.3K stars
Filters hundreds of live news items before an agent handles the selected opportunities.
[Original case · 583K views](https://x.com/elvissun/status/2100951347080421409) · [Fixed-commit evidence](https://github.com/elvisun/newsjack/tree/092d882fc69912622f620c50eb493afe625f99dc/demos/news-desk-dealer) | **[QuantDinger · JEV Gate](https://github.com/OpenByteInc/QuantDinger)** · Domain tool · 11.9K stars
Adds an evidence and risk gate before selected live-trading entries.
[Fixed-commit evidence](https://github.com/OpenByteInc/QuantDinger/blob/12c04eb2cdb8a9d08dc84502f5261ec3f1c56bf7/backend_api_python/app/services/ai_decision_filter.py) |
Explore with filters and full descriptions →
## All 125 projects
-- [Jev Ultrafast](https://github.com/browser-use/jev-ultrafast) · 9,549 stars
-- [LangChain · TypeSafe](https://github.com/langchain-ai/langchain) · 146,702 stars
-- [AI Hedge Fund · JEV Adapter](https://github.com/virattt/ai-hedge-fund) · 63,571 stars
-- [LiteLLM · JEV Router](https://github.com/BerriAI/litellm) · 59,192 stars
-- [Oh My Pi · JEV Judgments](https://github.com/can1357/oh-my-pi) · 32,024 stars
-- [Jev Model Router](https://github.com/davila7/claude-code-templates) · 30,822 stars
-- [Composio · TypeSafe Provider](https://github.com/ComposioHQ/composio) · 30,258 stars
-- [Vercel AI SDK · TypeSafe](https://github.com/vercel/ai) · 26,858 stars
-- [Cua · JEV Use](https://github.com/trycua/cua) · 24,683 stars
-- [Pydantic AI · TypeSafe](https://github.com/pydantic/pydantic-ai) · 20,066 stars
-- [Eliza · TypeSafe Client](https://github.com/elizaOS/eliza) · 19,382 stars
-- [LangChain.js · TypeSafe](https://github.com/langchain-ai/langchainjs) · 18,213 stars
-- [json-render · JEV Compose](https://github.com/vercel-labs/json-render) · 16,898 stars
-- [QuantDinger · JEV Gate](https://github.com/OpenByteInc/QuantDinger) · 11,763 stars
-- [OpenChamber · JEV Router](https://github.com/openchamber/openchamber) · 10,100 stars
-- [Rig · TypeSafe Crate](https://github.com/0xPlaygrounds/rig) · 8,679 stars
-- [Firstmate · JEV Dispatch](https://github.com/kunchenguid/firstmate) · 6,771 stars
-- [Agentgateway · JEV Guardrail](https://github.com/agentgateway/agentgateway) · 4,936 stars
-- [Latitude · JEV Preclassifier](https://github.com/latitude-dev/latitude-llm) · 4,661 stars
-- [Fast Jev Compaction](https://github.com/tamaratran/fast-jev-compaction) · 4,463 stars
-- [Ax · TypeSafe Client](https://github.com/ax-llm/ax) · 2,927 stars
-- [SemIf](https://github.com/TheoLeeCJ/SemIf) · 2,047 stars
-- [Laya](https://github.com/NandhaKishorM/laya) · 2,820 stars
-- [JEV Trader](https://github.com/jarrodwatts/jev-trader) · 1,364 stars
-- [Agent Desktop · JEV Skill](https://github.com/lahfir/agent-desktop) · 1,310 stars
-- [Vellum Assistant · JEV](https://github.com/vellum-ai/vellum-assistant) · 1,292 stars
-- [NewsJack](https://github.com/elvisun/newsjack) · 1,181 stars
-- [NanoJev](https://github.com/TianyuCodings/NanoJev) · 1,104 stars
-- [Jevlike](https://github.com/vinnylarouge/jevlike) · 1,018 stars
-- [TipTour macOS](https://github.com/milind-soni/tiptour-macos) · 600 stars
-- [Kev 0.5B](https://github.com/jaredpalmer/kev) · 591 stars
-- [Nimble](https://github.com/bespokelabsai/nimble) · 573 stars
-- [LocalJev](https://github.com/githubnext/localjev) · 484 stars
-- [Jev Experiments](https://github.com/dabit3/jev-experiments) · 312 stars
-- [Tax Document Classifier](https://github.com/kyotofin/tax-doc-classifier) · 270 stars
-- [Abide](https://github.com/coldteadotai/abide) · 169 stars
-- [jev-align](https://github.com/sutro-sh/jev-align) · 158 stars
-- [Jeff](https://github.com/logan-markewich/jeff) · 120 stars
-- [jev-semgrep](https://github.com/uehaj/jev-semgrep) · 92 stars
-- [jev-gateway](https://github.com/vinilana/jev-gateway) · 57 stars
-- [Hono Jev Router](https://github.com/yusukebe/hono-jev-router) · 39 stars
-- [Live Jev](https://github.com/okinaaudio/live-jev) · 32 stars
-- [jegrep](https://github.com/can1357/jegrep) · 31 stars
-- [Jev Reviewer](https://github.com/choxos/jev-reviewer) · 19 stars
-- [Celesto](https://github.com/CelestoAI/celesto) · 943 stars
-- [Atomic](https://github.com/bastani-inc/atomic) · 806 stars
-- [Aiavatarkit](https://github.com/uezo/aiavatarkit) · 676 stars
-- [Kody](https://github.com/kentcdodds/kody) · 654 stars
-- [Agent](https://github.com/AgentiLoop/Agent) · 616 stars
-- [Req LLM](https://github.com/agentjido/req_llm) · 577 stars
-- [Omg.dev](https://github.com/BennyKok/omg.dev) · 531 stars
-- [Vexjoy Agent](https://github.com/notque/vexjoy-agent) · 420 stars
-- [Foreman](https://github.com/thruwire/foreman) · 344 stars
+- [LangChain · TypeSafe](https://github.com/langchain-ai/langchain) · 146,779 stars
+- [AI Hedge Fund · JEV Adapter](https://github.com/virattt/ai-hedge-fund) · 63,642 stars
+- [LiteLLM · JEV Router](https://github.com/BerriAI/litellm) · 59,305 stars
+- [Oh My Pi · JEV Judgments](https://github.com/can1357/oh-my-pi) · 32,236 stars
+- [Jev Model Router](https://github.com/davila7/claude-code-templates) · 30,870 stars
+- [Composio · TypeSafe Provider](https://github.com/ComposioHQ/composio) · 30,268 stars
+- [Vercel AI SDK · TypeSafe](https://github.com/vercel/ai) · 26,870 stars
+- [Cua · JEV Use](https://github.com/trycua/cua) · 25,422 stars
+- [Openwork](https://github.com/different-ai/openwork) · 23,682 stars
+- [Pydantic AI · TypeSafe](https://github.com/pydantic/pydantic-ai) · 20,084 stars
+- [Eliza · TypeSafe Client](https://github.com/elizaOS/eliza) · 19,404 stars
+- [LangChain.js · TypeSafe](https://github.com/langchain-ai/langchainjs) · 18,215 stars
+- [json-render · JEV Compose](https://github.com/vercel-labs/json-render) · 17,731 stars
+- [Jev Ultrafast](https://github.com/browser-use/jev-ultrafast) · 13,811 stars
+- [QuantDinger · JEV Gate](https://github.com/OpenByteInc/QuantDinger) · 11,883 stars
+- [OpenChamber · JEV Router](https://github.com/openchamber/openchamber) · 10,213 stars
+- [Rig · TypeSafe Crate](https://github.com/0xPlaygrounds/rig) · 8,691 stars
+- [Firstmate · JEV Dispatch](https://github.com/kunchenguid/firstmate) · 6,889 stars
+- [Laya](https://github.com/NandhaKishorM/laya) · 6,688 stars
+- [Fast Jev Compaction](https://github.com/tamaratran/fast-jev-compaction) · 5,719 stars
+- [Eve](https://github.com/vercel/eve) · 5,291 stars
+- [Agentgateway · JEV Guardrail](https://github.com/agentgateway/agentgateway) · 4,953 stars
+- [Latitude · JEV Preclassifier](https://github.com/latitude-dev/latitude-llm) · 4,665 stars
+- [Ax · TypeSafe Client](https://github.com/ax-llm/ax) · 2,934 stars
+- [SemIf](https://github.com/TheoLeeCJ/SemIf) · 2,749 stars
+- [JEV Trader](https://github.com/jarrodwatts/jev-trader) · 1,672 stars
+- [NanoJev](https://github.com/TianyuCodings/NanoJev) · 1,672 stars
+- [Kev 0.5B](https://github.com/jaredpalmer/kev) · 1,530 stars
+- [TypeSafe Skills](https://github.com/typesafe-ai/skills) · 1,388 stars
+- [Agent Desktop · JEV Skill](https://github.com/lahfir/agent-desktop) · 1,378 stars
+- [Nimble](https://github.com/bespokelabsai/nimble) · 1,357 stars
+- [Vellum Assistant · JEV](https://github.com/vellum-ai/vellum-assistant) · 1,293 stars
+- [NewsJack](https://github.com/elvisun/newsjack) · 1,271 stars
+- [Jevlike](https://github.com/vinnylarouge/jevlike) · 1,132 stars
+- [Celesto](https://github.com/CelestoAI/celesto) · 946 stars
+- [Atomic](https://github.com/bastani-inc/atomic) · 809 stars
+- [AI CLI](https://github.com/vercel-labs/ai-cli) · 808 stars
+- [Awesome JEV by TypeSafe](https://github.com/Anil-matcha/awesome-jev-by-typesafe) · 742 stars
+- [TypeSafe Computer Use](https://github.com/awlevin/typesafe-computer-use) · 693 stars
+- [Aiavatarkit](https://github.com/uezo/aiavatarkit) · 678 stars
+- [Kody](https://github.com/kentcdodds/kody) · 659 stars
+- [LocalJev](https://github.com/githubnext/localjev) · 657 stars
+- [TipTour macOS](https://github.com/milind-soni/tiptour-macos) · 627 stars
+- [Agent](https://github.com/AgentiLoop/Agent) · 618 stars
+- [Req LLM](https://github.com/agentjido/req_llm) · 580 stars
+- [Omg.dev](https://github.com/BennyKok/omg.dev) · 533 stars
+- [Jev CU](https://github.com/Sac-Y/Jev-cu) · 519 stars
+- [Splash](https://github.com/incoai/splash) · 506 stars
+- [Foreman](https://github.com/thruwire/foreman) · 446 stars
+- [Jev Review](https://github.com/devagrawal09/jev-review) · 438 stars
+- [Simple JEV](https://github.com/featherless-ai/simple-jev) · 428 stars
+- [Vexjoy Agent](https://github.com/notque/vexjoy-agent) · 421 stars
+- [Smithers](https://github.com/smithersai/smithers) · 418 stars
+- [Awesome TypeSafe](https://github.com/AbdelStark/awesome-typesafe) · 414 stars
+- [Jev Experiments](https://github.com/dabit3/jev-experiments) · 352 stars
+- [JEV Search](https://github.com/superagents-lab/jev-search) · 352 stars
+- [Hermes JEV Skills](https://github.com/kerpopule/hermes-jev-skills) · 335 stars
- [WrongStack](https://github.com/WrongStack/WrongStack) · 329 stars
- [Instructor Php](https://github.com/cognesy/instructor-php) · 327 stars
-- [TypeSafe Computer Use](https://github.com/awlevin/typesafe-computer-use) · 302 stars
-- [Jev Review](https://github.com/devagrawal09/jev-review) · 284 stars
-- [Orchestkit](https://github.com/yonatangross/orchestkit) · 278 stars
-- [TypeSafe Mario](https://github.com/fhshaik/typesafe-mario) · 266 stars
+- [Tax Document Classifier](https://github.com/kyotofin/tax-doc-classifier) · 314 stars
+- [TypeSafe Mario](https://github.com/fhshaik/typesafe-mario) · 314 stars
+- [Mobile JEV](https://github.com/droidrun/mobile-jev) · 304 stars
+- [Awesome JEV (cobanov)](https://github.com/cobanov/awesome-jev) · 292 stars
+- [JEV Browser Use](https://github.com/wy-coliney/jev-browser-use) · 291 stars
+- [JEV Router](https://github.com/gargpratyush/jev-router) · 283 stars
+- [Orchestkit](https://github.com/yonatangross/orchestkit) · 280 stars
+- [Third Hand](https://github.com/shhivv/third-hand) · 270 stars
+- [Awesome JEV Projects](https://github.com/logicrw/awesome-jev-projects) · 264 stars
+- [Pg JEV](https://github.com/realZachi/pg-jev) · 259 stars
+- [jev-align](https://github.com/sutro-sh/jev-align) · 253 stars
- [Openai Scala Client](https://github.com/cequence-io/openai-scala-client) · 248 stars
-- [Pi Fabric](https://github.com/monotykamary/pi-fabric) · 236 stars
-- [OpenWhisper](https://github.com/Knuckles92/OpenWhisper) · 185 stars
-- [Pg JEV](https://github.com/realZachi/pg-jev) · 179 stars
-- [Interlinked CLI](https://github.com/QuentinCody/interlinked-cli) · 177 stars
-- [JEV Router](https://github.com/gargpratyush/jev-router) · 174 stars
-- [Skillbox](https://github.com/kitze/skillbox) · 165 stars
-- [Mobile JEV](https://github.com/droidrun/mobile-jev) · 162 stars
+- [Openjev](https://github.com/razorback16/openjev) · 245 stars
+- [OpenJEV SGLang](https://github.com/ekzhang/openjev-sglang) · 245 stars
+- [Pi Fabric](https://github.com/monotykamary/pi-fabric) · 241 stars
+- [OpenJEV Verdict 2.0](https://github.com/Heman10x-NGU/openJev-verdict-2.0) · 221 stars
+- [Skillbox](https://github.com/kitze/skillbox) · 220 stars
+- [System One Adapter (Python)](https://github.com/typesafe-ai/system-one-adapter-python) · 218 stars
+- [JEV Browser](https://github.com/jkudish/jev-browser) · 209 stars
+- [Abide](https://github.com/coldteadotai/abide) · 199 stars
+- [Notra](https://github.com/usenotra/notra) · 199 stars
+- [TypeSafe SDK Js](https://github.com/typesafe-ai/typesafe-sdk-js) · 196 stars
+- [JEV MCP](https://github.com/jkudish/jev-mcp) · 196 stars
+- [JEV Visual](https://github.com/hr98w/jev-visual) · 192 stars
+- [JEV Review](https://github.com/NiazMorshed2007/jev-review) · 191 stars
+- [OpenWhisper](https://github.com/Knuckles92/OpenWhisper) · 187 stars
+- [JEV Voice Browser](https://github.com/moritzkremb/jev-voice-browser) · 187 stars
+- [Awesome JEV (fatwang2)](https://github.com/fatwang2/awesome-jev) · 185 stars
+- [Jeff](https://github.com/logan-markewich/jeff) · 183 stars
+- [Decider](https://github.com/Mapika/decider) · 180 stars
+- [Interlinked CLI](https://github.com/QuentinCody/interlinked-cli) · 178 stars
+- [TypeSafe MCP](https://github.com/itsmostafa/typesafe-mcp) · 173 stars
+- [TypeSafe SDK Python](https://github.com/typesafe-ai/typesafe-sdk-python) · 171 stars
+- [Perch](https://github.com/lakeday-org/perch) · 167 stars
- [Runline](https://github.com/Michaelliv/runline) · 162 stars
-- [JEV Search](https://github.com/superagents-lab/jev-search) · 146 stars
-- [JEV Browser Use](https://github.com/wy-coliney/jev-browser-use) · 136 stars
-- [JEV Review](https://github.com/NiazMorshed2007/jev-review) · 126 stars
-- [Effect Agent](https://github.com/danieljvdm/effect-agent) · 119 stars
-- [JEV Browser](https://github.com/jkudish/jev-browser) · 117 stars
-- [Unclutter](https://github.com/kitze/unclutter) · 110 stars
-- [TypeSafe SDK Python](https://github.com/typesafe-ai/typesafe-sdk-python) · 101 stars
-- [JEV Eval Agent](https://github.com/vinilana/jev-eval-agent) · 87 stars
-- [Bluenoise](https://github.com/rokcso/bluenoise) · 83 stars
-- [TypeSafe MCP](https://github.com/itsmostafa/typesafe-mcp) · 80 stars
-- [JEV Shell History](https://github.com/mrnugget/jev-shell-history) · 57 stars
-- [JEV Codex Router](https://github.com/0xNatoshi/jev-codex-router) · 53 stars
-- [TypeSafe Adblock](https://github.com/realZachi/typesafe-adblock) · 50 stars
-- [JEV Skip](https://github.com/valentynkit/jev-skip) · 1 stars
-- [JEV Commit](https://github.com/valentynkit/jev-commit) · 0 stars
-- [Jev.nvim](https://github.com/valentynkit/jev.nvim) · 0 stars
-- [Jevpilot](https://github.com/standardagents/jevpilot) · 77 stars
-- [JEV Drone](https://github.com/RomanSlack/jev-drone) · 66 stars
-- [Youtube Sponsor Detection](https://github.com/trungdq88/youtube-sponsor-detection) · 61 stars
-- [Jevmeter](https://github.com/ChetasLua/jevmeter) · 58 stars
-- [Captaincore](https://github.com/CaptainCore/captaincore) · 71 stars
-- [Pg TypeSafe](https://github.com/giuliosmall/pg_typesafe) · 76 stars
-- [Simple JEV](https://github.com/featherless-ai/simple-jev) · 168 stars
-- [TypeSafe SDK Js](https://github.com/typesafe-ai/typesafe-sdk-js) · 139 stars
+- [Compact Adviser](https://github.com/kunchenguid/compact-adviser) · 157 stars
+- [Unclutter](https://github.com/kitze/unclutter) · 152 stars
+- [djev-spark](https://github.com/mmastrac/djev-spark) · 152 stars
+- [Jevpilot](https://github.com/standardagents/jevpilot) · 143 stars
- [AI](https://github.com/hackclub/ai) · 133 stars
-- [Taskuary](https://github.com/ldbumble/taskuary) · 105 stars
-- [JEV Voice Browser](https://github.com/moritzkremb/jev-voice-browser) · 84 stars
-- [JEV MCP](https://github.com/jkudish/jev-mcp) · 75 stars
-- [Advocaat](https://github.com/pithings/advocaat) · 75 stars
-- [Pi JEV](https://github.com/y0usaf/pi-jev) · 70 stars
-- [Pi Warden](https://github.com/DevMortimer/pi-warden) · 67 stars
-- [Openjev](https://github.com/razorback16/openjev) · 50 stars
-- [Openwork](https://github.com/different-ai/openwork) · 23,660 stars
-- [Eve](https://github.com/vercel/eve) · 5,278 stars
-- [AI CLI](https://github.com/vercel-labs/ai-cli) · 807 stars
-- [TypeSafe Skills](https://github.com/typesafe-ai/skills) · 880 stars
-- [Awesome JEV by TypeSafe](https://github.com/Anil-matcha/awesome-jev-by-typesafe) · 661 stars
-- [Smithers](https://github.com/smithersai/smithers) · 417 stars
-- [Jev CU](https://github.com/Sac-Y/Jev-cu) · 406 stars
-- [Splash](https://github.com/incoai/splash) · 381 stars
-- [Awesome TypeSafe](https://github.com/AbdelStark/awesome-typesafe) · 369 stars
-- [Awesome JEV (cobanov)](https://github.com/cobanov/awesome-jev) · 238 stars
-- [OpenJEV SGLang](https://github.com/ekzhang/openjev-sglang) · 207 stars
-- [Notra](https://github.com/usenotra/notra) · 192 stars
-- [System One Adapter (Python)](https://github.com/typesafe-ai/system-one-adapter-python) · 184 stars
-- [Awesome JEV (fatwang2)](https://github.com/fatwang2/awesome-jev) · 173 stars
-- [Perch](https://github.com/lakeday-org/perch) · 162 stars
-- [JEV Visual](https://github.com/hr98w/jev-visual) · 163 stars
-- [Third Hand](https://github.com/shhivv/third-hand) · 147 stars
-- [Compact Adviser](https://github.com/kunchenguid/compact-adviser) · 143 stars
-- [Awesome JEV Projects](https://github.com/logicrw/awesome-jev-projects) · 168 stars
-- [Hermes JEV Skills](https://github.com/kerpopule/hermes-jev-skills) · 136 stars
-- [JEV Pruner](https://github.com/tamaratran/jev-pruner) · 119 stars
-- [OpenJEV Verdict 2.0](https://github.com/Heman10x-NGU/openJev-verdict-2.0) · 119 stars
-- [Building with JEV Skill](https://github.com/dbreunig/building-with-jev-skill) · 121 stars
-- [Decider](https://github.com/Mapika/decider) · 107 stars
-- [djev-spark](https://github.com/mmastrac/djev-spark) · 103 stars
+- [Pi JEV](https://github.com/y0usaf/pi-jev) · 131 stars
+- [JEV Pruner](https://github.com/tamaratran/jev-pruner) · 130 stars
+- [Building with JEV Skill](https://github.com/dbreunig/building-with-jev-skill) · 128 stars
+- [JEV Codex Router](https://github.com/0xNatoshi/jev-codex-router) · 125 stars
+- [jev-semgrep](https://github.com/uehaj/jev-semgrep) · 122 stars
+- [Effect Agent](https://github.com/danieljvdm/effect-agent) · 121 stars
+- [Pi Warden](https://github.com/DevMortimer/pi-warden) · 118 stars
+- [Taskuary](https://github.com/ldbumble/taskuary) · 116 stars
+- [JEV Eval Agent](https://github.com/vinilana/jev-eval-agent) · 99 stars
+- [JEV Drone](https://github.com/RomanSlack/jev-drone) · 96 stars
+- [Bluenoise](https://github.com/rokcso/bluenoise) · 90 stars
+- [Advocaat](https://github.com/pithings/advocaat) · 88 stars
+- [Youtube Sponsor Detection](https://github.com/trungdq88/youtube-sponsor-detection) · 81 stars
+- [Pg TypeSafe](https://github.com/giuliosmall/pg_typesafe) · 81 stars
+- [JEV Shell History](https://github.com/mrnugget/jev-shell-history) · 80 stars
+- [jev-gateway](https://github.com/vinilana/jev-gateway) · 79 stars
+- [Jevmeter](https://github.com/ChetasLua/jevmeter) · 77 stars
+- [Captaincore](https://github.com/CaptainCore/captaincore) · 71 stars
+- [TypeSafe Adblock](https://github.com/realZachi/typesafe-adblock) · 64 stars
+- [jegrep](https://github.com/can1357/jegrep) · 57 stars
+- [Hono Jev Router](https://github.com/yusukebe/hono-jev-router) · 45 stars
+- [Live Jev](https://github.com/okinaaudio/live-jev) · 38 stars
+- [Jev Reviewer](https://github.com/choxos/jev-reviewer) · 30 stars
+- [JEV Commit](https://github.com/valentynkit/jev-commit) · 8 stars
+- [JEV Skip](https://github.com/valentynkit/jev-skip) · 3 stars
+- [Jev.nvim](https://github.com/valentynkit/jev.nvim) · 3 stars
## BeatAPI
diff --git a/README.zh-CN.md b/README.zh-CN.md
index b6ff403..54f7262 100644
--- a/README.zh-CN.md
+++ b/README.zh-CN.md
@@ -32,9 +32,9 @@
| 125 |
- 31 |
+ 34 |
10 |
- 2026-09-20 |
+ 2026-09-21 |
@@ -60,145 +60,145 @@
| | |
| --- | --- |
| [](https://github.com/browser-use/jev-ultrafast) | [](https://github.com/BerriAI/litellm) |
-| **[Jev Ultrafast](https://github.com/browser-use/jev-ultrafast)** · 浏览器与电脑操作 · 9.5K Star
一次 JEV 请求选择浏览器动作和对应 DOM 目标。
[原始案例 · 294 万浏览](https://x.com/gregpr07/status/2100411066966749359) · [固定版本源码](https://github.com/browser-use/jev-ultrafast/blob/1231850a0bf1a0c0341fe408ef1668dbbfdfac46/jev_ultrafast/model.py) | **[LiteLLM · JEV Router](https://github.com/BerriAI/litellm)** · 路由与优化 · 59.2K Star
在路由后端模型前判断请求复杂度。
[固定版本源码](https://github.com/BerriAI/litellm/blob/56116079c8022da0e8f7ff9ccb017ad5aca5aed2/litellm/router_strategy/complexity_router/jev_classifier.py#L70) |
+| **[Jev Ultrafast](https://github.com/browser-use/jev-ultrafast)** · 浏览器与电脑操作 · 13.8K Star
一次 JEV 请求选择浏览器动作和对应 DOM 目标。
[原始案例 · 294 万浏览](https://x.com/gregpr07/status/2100411066966749359) · [固定版本源码](https://github.com/browser-use/jev-ultrafast/blob/1231850a0bf1a0c0341fe408ef1668dbbfdfac46/jev_ultrafast/model.py) | **[LiteLLM · JEV Router](https://github.com/BerriAI/litellm)** · 路由与优化 · 59.3K Star
在路由后端模型前判断请求复杂度。
[固定版本源码](https://github.com/BerriAI/litellm/blob/56116079c8022da0e8f7ff9ccb017ad5aca5aed2/litellm/router_strategy/complexity_router/jev_classifier.py#L70) |
| [](https://github.com/langchain-ai/langchain) | [](https://github.com/vercel/ai) |
-| **[LangChain · TypeSafe](https://github.com/langchain-ai/langchain)** · SDK 集成 · 146.7K Star
在 Python 工作流中提供二元、分类和有序评分判断。
[固定版本源码](https://github.com/langchain-ai/langchain/blob/eba445b7563d1709427bd8072892975a6ea59fdc/libs/partners/typesafe/langchain_typesafe/classifier.py) | **[Vercel AI SDK · TypeSafe](https://github.com/vercel/ai)** · SDK 集成 · 26.9K Star
把 choice、score 和 yes/no 问题映射到统一 evaluate 接口。
[固定版本源码](https://github.com/vercel/ai/blob/73ec7015edd4f04ca9144ce93a8a037a731e5db8/packages/typesafe-ai/src/typesafe-ai-evaluation-model.ts) |
+| **[LangChain · TypeSafe](https://github.com/langchain-ai/langchain)** · SDK 集成 · 146.8K Star
在 Python 工作流中提供二元、分类和有序评分判断。
[固定版本源码](https://github.com/langchain-ai/langchain/blob/eba445b7563d1709427bd8072892975a6ea59fdc/libs/partners/typesafe/langchain_typesafe/classifier.py) | **[Vercel AI SDK · TypeSafe](https://github.com/vercel/ai)** · SDK 集成 · 26.9K Star
把 choice、score 和 yes/no 问题映射到统一 evaluate 接口。
[固定版本源码](https://github.com/vercel/ai/blob/73ec7015edd4f04ca9144ce93a8a037a731e5db8/packages/typesafe-ai/src/typesafe-ai-evaluation-model.ts) |
| [](https://github.com/NandhaKishorM/laya) | [](https://github.com/can1357/jegrep) |
-| **[Laya](https://github.com/NandhaKishorM/laya)** · 开放模型 · 2.8K Star
多语言 System 1 类型化判断，单次前向完成，并带检查点路由。
[Hugging Face 模型](https://huggingface.co/convaiinnovations/laya) · [固定版本源码](https://github.com/NandhaKishorM/laya/blob/d113dca2512fb3eaca313534bc54c7162d87c1d4/README.md)| **[jegrep](https://github.com/can1357/jegrep)** · 搜索与数据
无需建立索引，直接对实时代码树做语义检索。
[固定版本源码](https://github.com/can1357/jegrep/blob/a280f14f6da8163bde67e0c49f58b23517a02882/src/jev.rs) |
+| **[Laya](https://github.com/NandhaKishorM/laya)** · 开放模型 · 6.7K Star
多语言 System 1 类型化判断，单次前向完成，并带检查点路由。
[Hugging Face 模型](https://huggingface.co/convaiinnovations/laya) · [固定版本源码](https://github.com/NandhaKishorM/laya/blob/d113dca2512fb3eaca313534bc54c7162d87c1d4/README.md)| **[jegrep](https://github.com/can1357/jegrep)** · 搜索与数据
无需建立索引，直接对实时代码树做语义检索。
[固定版本源码](https://github.com/can1357/jegrep/blob/a280f14f6da8163bde67e0c49f58b23517a02882/src/jev.rs) |
| [](https://github.com/trycua/cua) | [](https://github.com/agentgateway/agentgateway) |
-| **[Cua · JEV Use](https://github.com/trycua/cua)** · 浏览器与电脑操作 · 24.7K Star
根据 DOM 或视觉区域描述选择下一步动作 ID。
[固定版本源码](https://github.com/trycua/cua/blob/83f142c4290a0f7d9ed545ae8532858c6e4f8145/libs/cua-driver/examples/jev-use/python/jev_adapter.py#L11) | **[Agentgateway · JEV Guardrail](https://github.com/agentgateway/agentgateway)** · 安全与审查 · 4.9K Star
在网关层判断越狱、有害内容与密钥泄露风险。
[固定版本源码](https://github.com/agentgateway/agentgateway/blob/6b0270efd25b5255932943e48b5ca47583d3ad28/examples/llm-guardrail-jev/guardrail.ts) |
+| **[Cua · JEV Use](https://github.com/trycua/cua)** · 浏览器与电脑操作 · 25.4K Star
根据 DOM 或视觉区域描述选择下一步动作 ID。
[固定版本源码](https://github.com/trycua/cua/blob/83f142c4290a0f7d9ed545ae8532858c6e4f8145/libs/cua-driver/examples/jev-use/python/jev_adapter.py#L11) | **[Agentgateway · JEV Guardrail](https://github.com/agentgateway/agentgateway)** · 安全与审查 · 5.0K Star
在网关层判断越狱、有害内容与密钥泄露风险。
[固定版本源码](https://github.com/agentgateway/agentgateway/blob/6b0270efd25b5255932943e48b5ca47583d3ad28/examples/llm-guardrail-jev/guardrail.ts) |
| [](https://github.com/elvisun/newsjack) | [](https://github.com/OpenByteInc/QuantDinger) |
-| **[NewsJack](https://github.com/elvisun/newsjack)** · Agent 工作流 · 1.2K Star
先筛选数百条实时新闻，再让 Agent 继续处理少量入选机会。
[原始案例 · 58.3 万浏览](https://x.com/elvissun/status/2100951347080421409) · [固定版本源码](https://github.com/elvisun/newsjack/tree/092d882fc69912622f620c50eb493afe625f99dc/demos/news-desk-dealer) | **[QuantDinger · JEV Gate](https://github.com/OpenByteInc/QuantDinger)** · 垂直工具 · 11.8K Star
在部分真实交易入场前增加证据质量与风险判断闸门。
[固定版本源码](https://github.com/OpenByteInc/QuantDinger/blob/12c04eb2cdb8a9d08dc84502f5261ec3f1c56bf7/backend_api_python/app/services/ai_decision_filter.py) |
+| **[NewsJack](https://github.com/elvisun/newsjack)** · Agent 工作流 · 1.3K Star
先筛选数百条实时新闻，再让 Agent 继续处理少量入选机会。
[原始案例 · 58.3 万浏览](https://x.com/elvissun/status/2100951347080421409) · [固定版本源码](https://github.com/elvisun/newsjack/tree/092d882fc69912622f620c50eb493afe625f99dc/demos/news-desk-dealer) | **[QuantDinger · JEV Gate](https://github.com/OpenByteInc/QuantDinger)** · 垂直工具 · 11.9K Star
在部分真实交易入场前增加证据质量与风险判断闸门。
[固定版本源码](https://github.com/OpenByteInc/QuantDinger/blob/12c04eb2cdb8a9d08dc84502f5261ec3f1c56bf7/backend_api_python/app/services/ai_decision_filter.py) |
在主站筛选并查看完整项目说明 →
## 全部 125 个项目
-- [Jev Ultrafast](https://github.com/browser-use/jev-ultrafast) · 9,549 Star
-- [LangChain · TypeSafe](https://github.com/langchain-ai/langchain) · 146,702 Star
-- [AI Hedge Fund · JEV Adapter](https://github.com/virattt/ai-hedge-fund) · 63,571 Star
-- [LiteLLM · JEV Router](https://github.com/BerriAI/litellm) · 59,192 Star
-- [Oh My Pi · JEV Judgments](https://github.com/can1357/oh-my-pi) · 32,024 Star
-- [Jev Model Router](https://github.com/davila7/claude-code-templates) · 30,822 Star
-- [Composio · TypeSafe Provider](https://github.com/ComposioHQ/composio) · 30,258 Star
-- [Vercel AI SDK · TypeSafe](https://github.com/vercel/ai) · 26,858 Star
-- [Cua · JEV Use](https://github.com/trycua/cua) · 24,683 Star
-- [Pydantic AI · TypeSafe](https://github.com/pydantic/pydantic-ai) · 20,066 Star
-- [Eliza · TypeSafe Client](https://github.com/elizaOS/eliza) · 19,382 Star
-- [LangChain.js · TypeSafe](https://github.com/langchain-ai/langchainjs) · 18,213 Star
-- [json-render · JEV Compose](https://github.com/vercel-labs/json-render) · 16,898 Star
-- [QuantDinger · JEV Gate](https://github.com/OpenByteInc/QuantDinger) · 11,763 Star
-- [OpenChamber · JEV Router](https://github.com/openchamber/openchamber) · 10,100 Star
-- [Rig · TypeSafe Crate](https://github.com/0xPlaygrounds/rig) · 8,679 Star
-- [Firstmate · JEV Dispatch](https://github.com/kunchenguid/firstmate) · 6,771 Star
-- [Agentgateway · JEV Guardrail](https://github.com/agentgateway/agentgateway) · 4,936 Star
-- [Latitude · JEV Preclassifier](https://github.com/latitude-dev/latitude-llm) · 4,661 Star
-- [Fast Jev Compaction](https://github.com/tamaratran/fast-jev-compaction) · 4,463 Star
-- [Ax · TypeSafe Client](https://github.com/ax-llm/ax) · 2,927 Star
-- [SemIf](https://github.com/TheoLeeCJ/SemIf) · 2,047 Star
-- [Laya](https://github.com/NandhaKishorM/laya) · 2,820 Star
-- [JEV Trader](https://github.com/jarrodwatts/jev-trader) · 1,364 Star
-- [Agent Desktop · JEV Skill](https://github.com/lahfir/agent-desktop) · 1,310 Star
-- [Vellum Assistant · JEV](https://github.com/vellum-ai/vellum-assistant) · 1,292 Star
-- [NewsJack](https://github.com/elvisun/newsjack) · 1,181 Star
-- [NanoJev](https://github.com/TianyuCodings/NanoJev) · 1,104 Star
-- [Jevlike](https://github.com/vinnylarouge/jevlike) · 1,018 Star
-- [TipTour macOS](https://github.com/milind-soni/tiptour-macos) · 600 Star
-- [Kev 0.5B](https://github.com/jaredpalmer/kev) · 591 Star
-- [Nimble](https://github.com/bespokelabsai/nimble) · 573 Star
-- [LocalJev](https://github.com/githubnext/localjev) · 484 Star
-- [Jev Experiments](https://github.com/dabit3/jev-experiments) · 312 Star
-- [Tax Document Classifier](https://github.com/kyotofin/tax-doc-classifier) · 270 Star
-- [Abide](https://github.com/coldteadotai/abide) · 169 Star
-- [jev-align](https://github.com/sutro-sh/jev-align) · 158 Star
-- [Jeff](https://github.com/logan-markewich/jeff) · 120 Star
-- [jev-semgrep](https://github.com/uehaj/jev-semgrep) · 92 Star
-- [jev-gateway](https://github.com/vinilana/jev-gateway) · 57 Star
-- [Hono Jev Router](https://github.com/yusukebe/hono-jev-router) · 39 Star
-- [Live Jev](https://github.com/okinaaudio/live-jev) · 32 Star
-- [jegrep](https://github.com/can1357/jegrep) · 31 Star
-- [Jev Reviewer](https://github.com/choxos/jev-reviewer) · 19 Star
-- [Celesto](https://github.com/CelestoAI/celesto) · 943 Star
-- [Atomic](https://github.com/bastani-inc/atomic) · 806 Star
-- [Aiavatarkit](https://github.com/uezo/aiavatarkit) · 676 Star
-- [Kody](https://github.com/kentcdodds/kody) · 654 Star
-- [Agent](https://github.com/AgentiLoop/Agent) · 616 Star
-- [Req LLM](https://github.com/agentjido/req_llm) · 577 Star
-- [Omg.dev](https://github.com/BennyKok/omg.dev) · 531 Star
-- [Vexjoy Agent](https://github.com/notque/vexjoy-agent) · 420 Star
-- [Foreman](https://github.com/thruwire/foreman) · 344 Star
+- [LangChain · TypeSafe](https://github.com/langchain-ai/langchain) · 146,779 Star
+- [AI Hedge Fund · JEV Adapter](https://github.com/virattt/ai-hedge-fund) · 63,642 Star
+- [LiteLLM · JEV Router](https://github.com/BerriAI/litellm) · 59,305 Star
+- [Oh My Pi · JEV Judgments](https://github.com/can1357/oh-my-pi) · 32,236 Star
+- [Jev Model Router](https://github.com/davila7/claude-code-templates) · 30,870 Star
+- [Composio · TypeSafe Provider](https://github.com/ComposioHQ/composio) · 30,268 Star
+- [Vercel AI SDK · TypeSafe](https://github.com/vercel/ai) · 26,870 Star
+- [Cua · JEV Use](https://github.com/trycua/cua) · 25,422 Star
+- [Openwork](https://github.com/different-ai/openwork) · 23,682 Star
+- [Pydantic AI · TypeSafe](https://github.com/pydantic/pydantic-ai) · 20,084 Star
+- [Eliza · TypeSafe Client](https://github.com/elizaOS/eliza) · 19,404 Star
+- [LangChain.js · TypeSafe](https://github.com/langchain-ai/langchainjs) · 18,215 Star
+- [json-render · JEV Compose](https://github.com/vercel-labs/json-render) · 17,731 Star
+- [Jev Ultrafast](https://github.com/browser-use/jev-ultrafast) · 13,811 Star
+- [QuantDinger · JEV Gate](https://github.com/OpenByteInc/QuantDinger) · 11,883 Star
+- [OpenChamber · JEV Router](https://github.com/openchamber/openchamber) · 10,213 Star
+- [Rig · TypeSafe Crate](https://github.com/0xPlaygrounds/rig) · 8,691 Star
+- [Firstmate · JEV Dispatch](https://github.com/kunchenguid/firstmate) · 6,889 Star
+- [Laya](https://github.com/NandhaKishorM/laya) · 6,688 Star
+- [Fast Jev Compaction](https://github.com/tamaratran/fast-jev-compaction) · 5,719 Star
+- [Eve](https://github.com/vercel/eve) · 5,291 Star
+- [Agentgateway · JEV Guardrail](https://github.com/agentgateway/agentgateway) · 4,953 Star
+- [Latitude · JEV Preclassifier](https://github.com/latitude-dev/latitude-llm) · 4,665 Star
+- [Ax · TypeSafe Client](https://github.com/ax-llm/ax) · 2,934 Star
+- [SemIf](https://github.com/TheoLeeCJ/SemIf) · 2,749 Star
+- [JEV Trader](https://github.com/jarrodwatts/jev-trader) · 1,672 Star
+- [NanoJev](https://github.com/TianyuCodings/NanoJev) · 1,672 Star
+- [Kev 0.5B](https://github.com/jaredpalmer/kev) · 1,530 Star
+- [TypeSafe Skills](https://github.com/typesafe-ai/skills) · 1,388 Star
+- [Agent Desktop · JEV Skill](https://github.com/lahfir/agent-desktop) · 1,378 Star
+- [Nimble](https://github.com/bespokelabsai/nimble) · 1,357 Star
+- [Vellum Assistant · JEV](https://github.com/vellum-ai/vellum-assistant) · 1,293 Star
+- [NewsJack](https://github.com/elvisun/newsjack) · 1,271 Star
+- [Jevlike](https://github.com/vinnylarouge/jevlike) · 1,132 Star
+- [Celesto](https://github.com/CelestoAI/celesto) · 946 Star
+- [Atomic](https://github.com/bastani-inc/atomic) · 809 Star
+- [AI CLI](https://github.com/vercel-labs/ai-cli) · 808 Star
+- [Awesome JEV by TypeSafe](https://github.com/Anil-matcha/awesome-jev-by-typesafe) · 742 Star
+- [TypeSafe Computer Use](https://github.com/awlevin/typesafe-computer-use) · 693 Star
+- [Aiavatarkit](https://github.com/uezo/aiavatarkit) · 678 Star
+- [Kody](https://github.com/kentcdodds/kody) · 659 Star
+- [LocalJev](https://github.com/githubnext/localjev) · 657 Star
+- [TipTour macOS](https://github.com/milind-soni/tiptour-macos) · 627 Star
+- [Agent](https://github.com/AgentiLoop/Agent) · 618 Star
+- [Req LLM](https://github.com/agentjido/req_llm) · 580 Star
+- [Omg.dev](https://github.com/BennyKok/omg.dev) · 533 Star
+- [Jev CU](https://github.com/Sac-Y/Jev-cu) · 519 Star
+- [Splash](https://github.com/incoai/splash) · 506 Star
+- [Foreman](https://github.com/thruwire/foreman) · 446 Star
+- [Jev Review](https://github.com/devagrawal09/jev-review) · 438 Star
+- [Simple JEV](https://github.com/featherless-ai/simple-jev) · 428 Star
+- [Vexjoy Agent](https://github.com/notque/vexjoy-agent) · 421 Star
+- [Smithers](https://github.com/smithersai/smithers) · 418 Star
+- [Awesome TypeSafe](https://github.com/AbdelStark/awesome-typesafe) · 414 Star
+- [Jev Experiments](https://github.com/dabit3/jev-experiments) · 352 Star
+- [JEV Search](https://github.com/superagents-lab/jev-search) · 352 Star
+- [Hermes JEV Skills](https://github.com/kerpopule/hermes-jev-skills) · 335 Star
- [WrongStack](https://github.com/WrongStack/WrongStack) · 329 Star
- [Instructor Php](https://github.com/cognesy/instructor-php) · 327 Star
-- [TypeSafe Computer Use](https://github.com/awlevin/typesafe-computer-use) · 302 Star
-- [Jev Review](https://github.com/devagrawal09/jev-review) · 284 Star
-- [Orchestkit](https://github.com/yonatangross/orchestkit) · 278 Star
-- [TypeSafe Mario](https://github.com/fhshaik/typesafe-mario) · 266 Star
+- [Tax Document Classifier](https://github.com/kyotofin/tax-doc-classifier) · 314 Star
+- [TypeSafe Mario](https://github.com/fhshaik/typesafe-mario) · 314 Star
+- [Mobile JEV](https://github.com/droidrun/mobile-jev) · 304 Star
+- [Awesome JEV (cobanov)](https://github.com/cobanov/awesome-jev) · 292 Star
+- [JEV Browser Use](https://github.com/wy-coliney/jev-browser-use) · 291 Star
+- [JEV Router](https://github.com/gargpratyush/jev-router) · 283 Star
+- [Orchestkit](https://github.com/yonatangross/orchestkit) · 280 Star
+- [Third Hand](https://github.com/shhivv/third-hand) · 270 Star
+- [Awesome JEV Projects](https://github.com/logicrw/awesome-jev-projects) · 264 Star
+- [Pg JEV](https://github.com/realZachi/pg-jev) · 259 Star
+- [jev-align](https://github.com/sutro-sh/jev-align) · 253 Star
- [Openai Scala Client](https://github.com/cequence-io/openai-scala-client) · 248 Star
-- [Pi Fabric](https://github.com/monotykamary/pi-fabric) · 236 Star
-- [OpenWhisper](https://github.com/Knuckles92/OpenWhisper) · 185 Star
-- [Pg JEV](https://github.com/realZachi/pg-jev) · 179 Star
-- [Interlinked CLI](https://github.com/QuentinCody/interlinked-cli) · 177 Star
-- [JEV Router](https://github.com/gargpratyush/jev-router) · 174 Star
-- [Skillbox](https://github.com/kitze/skillbox) · 165 Star
-- [Mobile JEV](https://github.com/droidrun/mobile-jev) · 162 Star
+- [Openjev](https://github.com/razorback16/openjev) · 245 Star
+- [OpenJEV SGLang](https://github.com/ekzhang/openjev-sglang) · 245 Star
+- [Pi Fabric](https://github.com/monotykamary/pi-fabric) · 241 Star
+- [OpenJEV Verdict 2.0](https://github.com/Heman10x-NGU/openJev-verdict-2.0) · 221 Star
+- [Skillbox](https://github.com/kitze/skillbox) · 220 Star
+- [System One Adapter (Python)](https://github.com/typesafe-ai/system-one-adapter-python) · 218 Star
+- [JEV Browser](https://github.com/jkudish/jev-browser) · 209 Star
+- [Abide](https://github.com/coldteadotai/abide) · 199 Star
+- [Notra](https://github.com/usenotra/notra) · 199 Star
+- [TypeSafe SDK Js](https://github.com/typesafe-ai/typesafe-sdk-js) · 196 Star
+- [JEV MCP](https://github.com/jkudish/jev-mcp) · 196 Star
+- [JEV Visual](https://github.com/hr98w/jev-visual) · 192 Star
+- [JEV Review](https://github.com/NiazMorshed2007/jev-review) · 191 Star
+- [OpenWhisper](https://github.com/Knuckles92/OpenWhisper) · 187 Star
+- [JEV Voice Browser](https://github.com/moritzkremb/jev-voice-browser) · 187 Star
+- [Awesome JEV (fatwang2)](https://github.com/fatwang2/awesome-jev) · 185 Star
+- [Jeff](https://github.com/logan-markewich/jeff) · 183 Star
+- [Decider](https://github.com/Mapika/decider) · 180 Star
+- [Interlinked CLI](https://github.com/QuentinCody/interlinked-cli) · 178 Star
+- [TypeSafe MCP](https://github.com/itsmostafa/typesafe-mcp) · 173 Star
+- [TypeSafe SDK Python](https://github.com/typesafe-ai/typesafe-sdk-python) · 171 Star
+- [Perch](https://github.com/lakeday-org/perch) · 167 Star
- [Runline](https://github.com/Michaelliv/runline) · 162 Star
-- [JEV Search](https://github.com/superagents-lab/jev-search) · 146 Star
-- [JEV Browser Use](https://github.com/wy-coliney/jev-browser-use) · 136 Star
-- [JEV Review](https://github.com/NiazMorshed2007/jev-review) · 126 Star
-- [Effect Agent](https://github.com/danieljvdm/effect-agent) · 119 Star
-- [JEV Browser](https://github.com/jkudish/jev-browser) · 117 Star
-- [Unclutter](https://github.com/kitze/unclutter) · 110 Star
-- [TypeSafe SDK Python](https://github.com/typesafe-ai/typesafe-sdk-python) · 101 Star
-- [JEV Eval Agent](https://github.com/vinilana/jev-eval-agent) · 87 Star
-- [Bluenoise](https://github.com/rokcso/bluenoise) · 83 Star
-- [TypeSafe MCP](https://github.com/itsmostafa/typesafe-mcp) · 80 Star
-- [JEV Shell History](https://github.com/mrnugget/jev-shell-history) · 57 Star
-- [JEV Codex Router](https://github.com/0xNatoshi/jev-codex-router) · 53 Star
-- [TypeSafe Adblock](https://github.com/realZachi/typesafe-adblock) · 50 Star
-- [JEV Skip](https://github.com/valentynkit/jev-skip) · 1 Star
-- [JEV Commit](https://github.com/valentynkit/jev-commit) · 0 Star
-- [Jev.nvim](https://github.com/valentynkit/jev.nvim) · 0 Star
-- [Jevpilot](https://github.com/standardagents/jevpilot) · 77 Star
-- [JEV Drone](https://github.com/RomanSlack/jev-drone) · 66 Star
-- [Youtube Sponsor Detection](https://github.com/trungdq88/youtube-sponsor-detection) · 61 Star
-- [Jevmeter](https://github.com/ChetasLua/jevmeter) · 58 Star
-- [Captaincore](https://github.com/CaptainCore/captaincore) · 71 Star
-- [Pg TypeSafe](https://github.com/giuliosmall/pg_typesafe) · 76 Star
-- [Simple JEV](https://github.com/featherless-ai/simple-jev) · 168 Star
-- [TypeSafe SDK Js](https://github.com/typesafe-ai/typesafe-sdk-js) · 139 Star
+- [Compact Adviser](https://github.com/kunchenguid/compact-adviser) · 157 Star
+- [Unclutter](https://github.com/kitze/unclutter) · 152 Star
+- [djev-spark](https://github.com/mmastrac/djev-spark) · 152 Star
+- [Jevpilot](https://github.com/standardagents/jevpilot) · 143 Star
- [AI](https://github.com/hackclub/ai) · 133 Star
-- [Taskuary](https://github.com/ldbumble/taskuary) · 105 Star
-- [JEV Voice Browser](https://github.com/moritzkremb/jev-voice-browser) · 84 Star
-- [JEV MCP](https://github.com/jkudish/jev-mcp) · 75 Star
-- [Advocaat](https://github.com/pithings/advocaat) · 75 Star
-- [Pi JEV](https://github.com/y0usaf/pi-jev) · 70 Star
-- [Pi Warden](https://github.com/DevMortimer/pi-warden) · 67 Star
-- [Openjev](https://github.com/razorback16/openjev) · 50 Star
-- [Openwork](https://github.com/different-ai/openwork) · 23,660 Star
-- [Eve](https://github.com/vercel/eve) · 5,278 Star
-- [AI CLI](https://github.com/vercel-labs/ai-cli) · 807 Star
-- [TypeSafe Skills](https://github.com/typesafe-ai/skills) · 880 Star
-- [Awesome JEV by TypeSafe](https://github.com/Anil-matcha/awesome-jev-by-typesafe) · 661 Star
-- [Smithers](https://github.com/smithersai/smithers) · 417 Star
-- [Jev CU](https://github.com/Sac-Y/Jev-cu) · 406 Star
-- [Splash](https://github.com/incoai/splash) · 381 Star
-- [Awesome TypeSafe](https://github.com/AbdelStark/awesome-typesafe) · 369 Star
-- [Awesome JEV (cobanov)](https://github.com/cobanov/awesome-jev) · 238 Star
-- [OpenJEV SGLang](https://github.com/ekzhang/openjev-sglang) · 207 Star
-- [Notra](https://github.com/usenotra/notra) · 192 Star
-- [System One Adapter (Python)](https://github.com/typesafe-ai/system-one-adapter-python) · 184 Star
-- [Awesome JEV (fatwang2)](https://github.com/fatwang2/awesome-jev) · 173 Star
-- [Perch](https://github.com/lakeday-org/perch) · 162 Star
-- [JEV Visual](https://github.com/hr98w/jev-visual) · 163 Star
-- [Third Hand](https://github.com/shhivv/third-hand) · 147 Star
-- [Compact Adviser](https://github.com/kunchenguid/compact-adviser) · 143 Star
-- [Awesome JEV Projects](https://github.com/logicrw/awesome-jev-projects) · 168 Star
-- [Hermes JEV Skills](https://github.com/kerpopule/hermes-jev-skills) · 136 Star
-- [JEV Pruner](https://github.com/tamaratran/jev-pruner) · 119 Star
-- [OpenJEV Verdict 2.0](https://github.com/Heman10x-NGU/openJev-verdict-2.0) · 119 Star
-- [Building with JEV Skill](https://github.com/dbreunig/building-with-jev-skill) · 121 Star
-- [Decider](https://github.com/Mapika/decider) · 107 Star
-- [djev-spark](https://github.com/mmastrac/djev-spark) · 103 Star
+- [Pi JEV](https://github.com/y0usaf/pi-jev) · 131 Star
+- [JEV Pruner](https://github.com/tamaratran/jev-pruner) · 130 Star
+- [Building with JEV Skill](https://github.com/dbreunig/building-with-jev-skill) · 128 Star
+- [JEV Codex Router](https://github.com/0xNatoshi/jev-codex-router) · 125 Star
+- [jev-semgrep](https://github.com/uehaj/jev-semgrep) · 122 Star
+- [Effect Agent](https://github.com/danieljvdm/effect-agent) · 121 Star
+- [Pi Warden](https://github.com/DevMortimer/pi-warden) · 118 Star
+- [Taskuary](https://github.com/ldbumble/taskuary) · 116 Star
+- [JEV Eval Agent](https://github.com/vinilana/jev-eval-agent) · 99 Star
+- [JEV Drone](https://github.com/RomanSlack/jev-drone) · 96 Star
+- [Bluenoise](https://github.com/rokcso/bluenoise) · 90 Star
+- [Advocaat](https://github.com/pithings/advocaat) · 88 Star
+- [Youtube Sponsor Detection](https://github.com/trungdq88/youtube-sponsor-detection) · 81 Star
+- [Pg TypeSafe](https://github.com/giuliosmall/pg_typesafe) · 81 Star
+- [JEV Shell History](https://github.com/mrnugget/jev-shell-history) · 80 Star
+- [jev-gateway](https://github.com/vinilana/jev-gateway) · 79 Star
+- [Jevmeter](https://github.com/ChetasLua/jevmeter) · 77 Star
+- [Captaincore](https://github.com/CaptainCore/captaincore) · 71 Star
+- [TypeSafe Adblock](https://github.com/realZachi/typesafe-adblock) · 64 Star
+- [jegrep](https://github.com/can1357/jegrep) · 57 Star
+- [Hono Jev Router](https://github.com/yusukebe/hono-jev-router) · 45 Star
+- [Live Jev](https://github.com/okinaaudio/live-jev) · 38 Star
+- [Jev Reviewer](https://github.com/choxos/jev-reviewer) · 30 Star
+- [JEV Commit](https://github.com/valentynkit/jev-commit) · 8 Star
+- [JEV Skip](https://github.com/valentynkit/jev-skip) · 3 Star
+- [Jev.nvim](https://github.com/valentynkit/jev.nvim) · 3 Star
## BeatAPI
diff --git a/data/projects.json b/data/projects.json
index 67363d3..a9fd5cd 100644
--- a/data/projects.json
+++ b/data/projects.json
@@ -1,6 +1,6 @@
{
"schemaVersion": 3,
- "capturedAt": "2026-09-20",
+ "capturedAt": "2026-09-21",
"source": {
"name": "BeatAPI Awesome JEV curation",
"batch": "2026-09-20-github-and-x-refresh",
@@ -23,7 +23,7 @@
},
"language": "Python",
"license": "MIT",
- "starsAtCapture": 9549,
+ "starsAtCapture": 13811,
"summary": {
"en": "A browser agent that uses JEV to choose an action and matching DOM element, calling a text model only when input text is needed.",
"zh": "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。",
@@ -46,7 +46,7 @@
"evidenceUrl": "https://github.com/langchain-ai/langchain/blob/eba445b7563d1709427bd8072892975a6ea59fdc/libs/partners/typesafe/langchain_typesafe/classifier.py",
"language": "Python",
"license": "MIT",
- "starsAtCapture": 146702,
+ "starsAtCapture": 146779,
"summary": {
"en": "An optional JEV classifier integration for Python LangChain workflows.",
"zh": "面向 Python LangChain 工作流的可选 JEV 分类器集成。",
@@ -74,7 +74,7 @@
"evidenceUrl": "https://github.com/virattt/ai-hedge-fund/blob/154a8b2f46dca0f40764d814e4e747b0ad71f4c4/hedge_fund/llm/client.py",
"language": "Python",
"license": "MIT",
- "starsAtCapture": 63571,
+ "starsAtCapture": 63642,
"summary": {
"en": "An educational hedge-fund prototype with an optional JEV adapter for structured strategy judgments.",
"zh": "在教育型 AI 对冲基金原型中加入可选 JEV 适配器，用于结构化策略判断。",
@@ -102,7 +102,7 @@
"evidenceUrl": "https://github.com/BerriAI/litellm/blob/56116079c8022da0e8f7ff9ccb017ad5aca5aed2/litellm/router_strategy/complexity_router/jev_classifier.py#L70",
"language": "Python",
"license": "MIT",
- "starsAtCapture": 59192,
+ "starsAtCapture": 59305,
"summary": {
"en": "LiteLLM can use JEV inside its complexity-based model router.",
"zh": "LiteLLM 可在按复杂度路由模型的策略中使用 JEV。",
@@ -130,7 +130,7 @@
"evidenceUrl": "https://github.com/can1357/oh-my-pi/blob/78b753124d11f8dd3ae73e2524125890ff7c977e/packages/ai/src/judgment/typesafe.ts#L4",
"language": "TypeScript",
"license": "MIT",
- "starsAtCapture": 32024,
+ "starsAtCapture": 32236,
"summary": {
"en": "A coding agent with an optional TypeSafe judgment provider for bounded workflow decisions.",
"zh": "在编码 Agent 中提供可选 TypeSafe 判断器，处理有边界的工作流决策。",
@@ -158,7 +158,7 @@
"evidenceUrl": "https://github.com/davila7/claude-code-templates/blob/61bfcd1586bf1076f6d3cfa0436317c912811e6c/cli-tool/components/mods/productivity/jev-model-router/hooks/jev-model-router.ts",
"language": "TypeScript",
"license": "MIT",
- "starsAtCapture": 30822,
+ "starsAtCapture": 30870,
"summary": {
"en": "A Claude Code mod that classifies subagent model and reasoning-effort needs.",
"zh": "为 Claude Code 判断子 Agent 模型与推理强度的 Mod。",
@@ -188,7 +188,7 @@
"evidenceUrl": "https://github.com/ComposioHQ/composio/blob/4b5920bf7aa55c8a44657b060d4bd25ce7b13a9a/ts/packages/providers/typesafe/src/decide.ts",
"language": "TypeScript",
"license": "MIT",
- "starsAtCapture": 30258,
+ "starsAtCapture": 30268,
"summary": {
"en": "A TypeSafe provider that uses JEV to choose among tools and bounded argument options.",
"zh": "用 JEV 在工具与有限参数选项之间做选择的 TypeSafe Provider。",
@@ -216,7 +216,7 @@
"evidenceUrl": "https://github.com/vercel/ai/blob/73ec7015edd4f04ca9144ce93a8a037a731e5db8/packages/typesafe-ai/src/typesafe-ai-evaluation-model.ts",
"language": "TypeScript",
"license": "Mixed",
- "starsAtCapture": 26858,
+ "starsAtCapture": 26870,
"summary": {
"en": "The AI SDK TypeSafe provider exposes JEV through the shared evaluate interface.",
"zh": "AI SDK 的 TypeSafe Provider 通过统一 evaluate 接口调用 JEV。",
@@ -244,7 +244,7 @@
"evidenceUrl": "https://github.com/trycua/cua/blob/83f142c4290a0f7d9ed545ae8532858c6e4f8145/libs/cua-driver/examples/jev-use/python/jev_adapter.py#L11",
"language": "Python",
"license": "MIT",
- "starsAtCapture": 24683,
+ "starsAtCapture": 25422,
"summary": {
"en": "A computer-use example pairing Cua Driver observation and execution with bounded JEV choices.",
"zh": "把 Cua Driver 的观察与执行能力和 JEV 的有限动作选择结合起来。",
@@ -272,7 +272,7 @@
"evidenceUrl": "https://github.com/pydantic/pydantic-ai/blob/c4898abb54dc25ae6f6aef208a4c0661b30a455e/pydantic_ai_slim/pydantic_ai/models/typesafe.py",
"language": "Python",
"license": "MIT",
- "starsAtCapture": 20066,
+ "starsAtCapture": 20084,
"summary": {
"en": "A TypeSafe model integration that maps supported structured outputs to JEV questions.",
"zh": "把受支持的结构化输出映射为 JEV 问题的 TypeSafe 模型集成。",
@@ -300,7 +300,7 @@
"evidenceUrl": "https://github.com/elizaOS/eliza/blob/ebc808e3a67fb941e29153d89fc896524d32fe3c/packages/agent/src/services/typesafe/client.ts",
"language": "TypeScript",
"license": "MIT",
- "starsAtCapture": 19382,
+ "starsAtCapture": 19404,
"summary": {
"en": "An optional TypeSafe HTTP adapter in the Eliza agent operating system.",
"zh": "Eliza Agent 操作系统中的可选 TypeSafe HTTP 适配器。",
@@ -328,7 +328,7 @@
"evidenceUrl": "https://github.com/langchain-ai/langchainjs/blob/206d8b992bcf90ce7d46f2158f1ad85fc1d826c0/libs/providers/langchain-typesafe/src/classifier.ts",
"language": "TypeScript",
"license": "MIT",
- "starsAtCapture": 18213,
+ "starsAtCapture": 18215,
"summary": {
"en": "A TypeSafeClassifier integration for JavaScript LangChain workflows.",
"zh": "面向 JavaScript LangChain 工作流的 TypeSafeClassifier 集成。",
@@ -356,7 +356,7 @@
"evidenceUrl": "https://github.com/vercel-labs/json-render/blob/3ad381881194e7011ad3ccd6d668033495a06c29/apps/web/lib/jev/compose.ts",
"language": "TypeScript",
"license": "Apache-2.0",
- "starsAtCapture": 16898,
+ "starsAtCapture": 17731,
"summary": {
"en": "A JEV UI-composition experiment that selects from predefined components and properties.",
"zh": "用 JEV 从预定义组件与属性中进行选择的 UI 组合实验。",
@@ -384,7 +384,7 @@
"evidenceUrl": "https://github.com/OpenByteInc/QuantDinger/blob/12c04eb2cdb8a9d08dc84502f5261ec3f1c56bf7/backend_api_python/app/services/ai_decision_filter.py",
"language": "Python",
"license": "Apache-2.0",
- "starsAtCapture": 11763,
+ "starsAtCapture": 11883,
"summary": {
"en": "An open-source trading OS with a JEV decision gate before selected live entries.",
"zh": "在部分真实交易入场前增加 JEV 决策闸门的开源交易系统。",
@@ -412,7 +412,7 @@
"evidenceUrl": "https://github.com/openchamber/openchamber/blob/614d7f76e581a132a86575c03d3fa9aad5e624b6/packages/web/server/lib/routing/jev.js",
"language": "TypeScript",
"license": "MIT",
- "starsAtCapture": 10100,
+ "starsAtCapture": 10213,
"summary": {
"en": "An optional automatic model router that classifies a message before model selection.",
"zh": "在选择模型前先对消息分类的可选自动路由器。",
@@ -440,7 +440,7 @@
"evidenceUrl": "https://github.com/0xPlaygrounds/rig/blob/2d16c1b25f6749b3a2cd841beddf767106495069/crates/rig-typesafeai/src/wire.rs#L40",
"language": "Rust",
"license": "MIT",
- "starsAtCapture": 8679,
+ "starsAtCapture": 8691,
"summary": {
"en": "An experimental Rust crate for expressing JEV questions and answers with Rust types.",
"zh": "用 Rust 类型表达 JEV 问题与答案的实验性 crate。",
@@ -468,7 +468,7 @@
"evidenceUrl": "https://github.com/kunchenguid/firstmate/blob/4812db801628040b609dc25a2a8a91ed5efac662/bin/fm-dispatch-resolve.sh",
"language": "Shell",
"license": "MIT",
- "starsAtCapture": 6771,
+ "starsAtCapture": 6889,
"summary": {
"en": "An agent crew dispatcher that can match task briefs to rules with JEV.",
"zh": "可用 JEV 把任务简报匹配到调度规则的 Agent 团队调度器。",
@@ -496,7 +496,7 @@
"evidenceUrl": "https://github.com/agentgateway/agentgateway/blob/6b0270efd25b5255932943e48b5ca47583d3ad28/examples/llm-guardrail-jev/guardrail.ts",
"language": "TypeScript",
"license": "Apache-2.0",
- "starsAtCapture": 4936,
+ "starsAtCapture": 4953,
"summary": {
"en": "A JEV webhook guardrail example for inspecting model requests and responses.",
"zh": "用 JEV Webhook 检查模型请求与响应的 Guardrail 示例。",
@@ -524,7 +524,7 @@
"evidenceUrl": "https://github.com/latitude-dev/latitude-llm/blob/6b2484c1d74973877fc7d353b8867c7496568d78/packages/domain/flaggers/src/use-cases/run-jev-preclassifier.ts#L1",
"language": "TypeScript",
"license": "MIT",
- "starsAtCapture": 4661,
+ "starsAtCapture": 4665,
"summary": {
"en": "An optional JEV preclassifier for selecting which conversation checks should run.",
"zh": "选择一段会话应执行哪些检查的可选 JEV 预分类器。",
@@ -552,7 +552,7 @@
"evidenceUrl": "https://github.com/tamaratran/fast-jev-compaction/blob/e3f262a7f4d42bd8dd32ced30d26176f7cb545b0/src/client.ts",
"language": "TypeScript",
"license": "MIT",
- "starsAtCapture": 4463,
+ "starsAtCapture": 5719,
"summary": {
"en": "Compacts Claude Code tool history while keeping retained text verbatim.",
"zh": "压缩 Claude Code 工具历史，同时原样保留仍有价值的内容。",
@@ -582,7 +582,7 @@
"evidenceUrl": "https://github.com/ax-llm/ax/blob/5c43344f9ef3016db576fa2c3b59d48ef21b4d71/src/ax/ai/typesafe/client.ts#L1",
"language": "TypeScript",
"license": "Apache-2.0",
- "starsAtCapture": 2927,
+ "starsAtCapture": 2934,
"summary": {
"en": "A TypeSafe integration for boolean, finite-class, and native JEV signatures.",
"zh": "支持布尔、有限分类以及原生 JEV 请求的 TypeSafe 集成。",
@@ -611,7 +611,7 @@
"modelUrl": "https://github.com/TheoLeeCJ/SemIf#models",
"language": "Python",
"license": "MIT",
- "starsAtCapture": 2047,
+ "starsAtCapture": 2749,
"summary": {
"en": "An independent open-model implementation of the semantic-if interface pattern.",
"zh": "用开放模型实现“语义 if”接口模式的独立研究项目。",
@@ -640,7 +640,7 @@
"modelUrl": "https://huggingface.co/convaiinnovations/laya",
"language": "Python",
"license": "Apache-2.0",
- "starsAtCapture": 2820,
+ "starsAtCapture": 6688,
"summary": {
"en": "Multilingual non-autoregressive System 1 decision engine: typed choice/score/noul in one forward pass, with a router across checkpoints.",
"zh": "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。",
@@ -668,7 +668,7 @@
"evidenceUrl": "https://github.com/jarrodwatts/jev-trader/blob/b587759e459ea049590102e54a0b07800864cdc3/src/model.ts",
"language": "TypeScript",
"license": "MIT",
- "starsAtCapture": 1364,
+ "starsAtCapture": 1672,
"summary": {
"en": "A market-making experiment that can request one JEV trade decision per Monad block.",
"zh": "可在 Monad 每个区块请求一次 JEV 交易判断的做市实验。",
@@ -696,7 +696,7 @@
"evidenceUrl": "https://github.com/lahfir/agent-desktop/blob/7a8e4a10281c7319733aa200fd79501f34529716/scripts/jev/act.mjs",
"language": "JavaScript",
"license": "Apache-2.0",
- "starsAtCapture": 1310,
+ "starsAtCapture": 1378,
"summary": {
"en": "An optional JEV skill that chooses native desktop controls and actions from accessibility data.",
"zh": "根据系统无障碍数据选择原生桌面控件与动作的可选 JEV Skill。",
@@ -724,7 +724,7 @@
"evidenceUrl": "https://github.com/vellum-ai/vellum-assistant/blob/ee5ba342719e72b67698c2e1a4a78837321d0b1d/assistant/src/providers/jev/client.ts",
"language": "TypeScript",
"license": "MIT",
- "starsAtCapture": 1292,
+ "starsAtCapture": 1293,
"summary": {
"en": "An optional JEV provider that submits conversation state and explicit questions.",
"zh": "提交会话状态与显式问题的可选 JEV Provider。",
@@ -752,7 +752,7 @@
"evidenceUrl": "https://github.com/elvisun/newsjack/tree/092d882fc69912622f620c50eb493afe625f99dc/demos/news-desk-dealer",
"language": "Go",
"license": "MIT",
- "starsAtCapture": 1181,
+ "starsAtCapture": 1271,
"summary": {
"en": "An open-source PR workflow that screens a live news feed for timely brand opportunities.",
"zh": "从实时新闻流中筛选品牌可跟进话题的开源 PR 工作流。",
@@ -783,7 +783,7 @@
"modelUrl": "https://huggingface.co/C-Tianyu/NanoJev",
"language": "Python",
"license": "MIT",
- "starsAtCapture": 1104,
+ "starsAtCapture": 1672,
"summary": {
"en": "A 0.6B open replica of the JEV interface with parallel decisions and a training pipeline.",
"zh": "提供并行判断、动态候选与完整训练流程的 0.6B 开放 JEV 接口复刻。",
@@ -811,7 +811,7 @@
"evidenceUrl": "https://github.com/vinnylarouge/jevlike/blob/94f5fd1b0b11d52bbdfdf4e0ee6aa96b568f8452/README.md",
"language": "Python",
"license": "MIT",
- "starsAtCapture": 1018,
+ "starsAtCapture": 1132,
"summary": {
"en": "An independent starter model that scores a changing list of text or visual options in one pass.",
"zh": "一次为动态文本或视觉候选列表评分的独立入门模型。",
@@ -839,7 +839,7 @@
"evidenceUrl": "https://github.com/milind-soni/tiptour-macos/blob/52582467c883d66484542f3be8e259340eb524f1/README.md",
"language": "Swift",
"license": "Not declared",
- "starsAtCapture": 600,
+ "starsAtCapture": 627,
"summary": {
"en": "A local macOS computer-use companion driven by Jev or Gemini Live.",
"zh": "由 JEV 或 Gemini Live 驱动的本地 macOS 电脑操作伴侣。",
@@ -869,7 +869,7 @@
"evidenceUrl": "https://github.com/jaredpalmer/kev/blob/20fa6268c8ceb226530be2fb5266ab2c36b37724/README.md",
"language": "Python",
"license": "Apache-2.0",
- "starsAtCapture": 591,
+ "starsAtCapture": 1530,
"summary": {
"en": "A tiny trainable Jev-like decision model based on Qwen2.5-0.5B.",
"zh": "基于 Qwen2.5-0.5B、可在 MacBook 上训练运行的轻量决策模型。",
@@ -899,7 +899,7 @@
"evidenceUrl": "https://github.com/bespokelabsai/nimble/blob/35fe1f4fdbc64fa3dbbf5ac0042f3f5680c1ad28/README.md",
"language": "Python",
"license": "Not declared",
- "starsAtCapture": 573,
+ "starsAtCapture": 1357,
"summary": {
"en": "An open toolkit for local typed decisions, data curation, and evaluation.",
"zh": "面向本地类型化决策、数据整理与评测的开放工具包。",
@@ -929,7 +929,7 @@
"evidenceUrl": "https://github.com/githubnext/localjev/blob/3f23e36e1a3bff46c7e83e8e3781d3512bc82021/README.md",
"language": "TypeScript",
"license": "MIT",
- "starsAtCapture": 484,
+ "starsAtCapture": 657,
"summary": {
"en": "A local Jev-compatible server with benchmarks across small local models.",
"zh": "基于多种本地小模型、提供 JEV 兼容接口与评测的本地服务。",
@@ -959,7 +959,7 @@
"evidenceUrl": "https://github.com/dabit3/jev-experiments/tree/c469e5bfdc73eb3e1999bba2569e66b579a970fd/agent-assist",
"language": "TypeScript",
"license": "Not declared",
- "starsAtCapture": 312,
+ "starsAtCapture": 352,
"summary": {
"en": "Small Jev experiments including intent search and agent-assist flows.",
"zh": "包含意图搜索与 Agent Assist 流程的一组 JEV 实验。",
@@ -989,7 +989,7 @@
"evidenceUrl": "https://github.com/kyotofin/tax-doc-classifier/blob/6afcf701395466d7c936ec8178daf017b9d96b0c/src/backend.ts",
"language": "TypeScript",
"license": "Apache-2.0",
- "starsAtCapture": 270,
+ "starsAtCapture": 314,
"summary": {
"en": "Classifies extracted tax-document pages against a fixed IRS form catalogue.",
"zh": "把税务文档页面归入预先定义的 IRS 表格目录。",
@@ -1019,7 +1019,7 @@
"evidenceUrl": "https://github.com/coldteadotai/abide/blob/ec3352e873163b74aca1ac9cf3bd0ea69a97723a/README.md",
"language": "TypeScript",
"license": "MIT",
- "starsAtCapture": 169,
+ "starsAtCapture": 199,
"summary": {
"en": "A coding-agent rule layer for constraints that ordinary linters cannot express.",
"zh": "为普通 Linter 难以表达的项目规则增加 Agent 级约束。",
@@ -1049,7 +1049,7 @@
"evidenceUrl": "https://github.com/sutro-sh/jev-align/blob/49753df924d30c0d3642b58e0b9b1e89921dc102/README.md",
"language": "Python",
"license": "Apache-2.0",
- "starsAtCapture": 158,
+ "starsAtCapture": 253,
"summary": {
"en": "A CLI for calibrating Jev classifiers from human examples with GEPA.",
"zh": "用人工正反例和 GEPA 校准 JEV 分类标准的 CLI。",
@@ -1079,7 +1079,7 @@
"evidenceUrl": "https://github.com/logan-markewich/jeff/blob/34b32f99a727c47b679adde33f4702a001e02979/README.md",
"language": "Python",
"license": "MIT",
- "starsAtCapture": 120,
+ "starsAtCapture": 183,
"summary": {
"en": "A self-hosted Jev-compatible service powered by GliFormer.",
"zh": "基于 GliFormer、可自托管的 JEV 兼容服务。",
@@ -1109,7 +1109,7 @@
"evidenceUrl": "https://github.com/uehaj/jev-semgrep/blob/ba6ef50f85d0c5d6caa4db102ee4db4a08c85dd2/README.md",
"language": "JavaScript",
"license": "Not declared",
- "starsAtCapture": 92,
+ "starsAtCapture": 122,
"summary": {
"en": "Meaning-based grep with multilingual AND, OR, NOT, and probability thresholds.",
"zh": "支持跨语言 AND、OR、NOT 与概率阈值的“按意思搜索”grep。",
@@ -1139,7 +1139,7 @@
"evidenceUrl": "https://github.com/vinilana/jev-gateway/blob/9463952bf118773fb955427d2725a98f76546233/README.md",
"language": "TypeScript",
"license": "MIT",
- "starsAtCapture": 57,
+ "starsAtCapture": 79,
"summary": {
"en": "A gateway for inserting Jev decisions into Claude Code and Codex tool flows.",
"zh": "把 JEV 判断接入 Claude Code 与 Codex 工具流程的网关。",
@@ -1169,7 +1169,7 @@
"evidenceUrl": "https://github.com/yusukebe/hono-jev-router/blob/04f6e103e1397bca659ab85c042011a1f14b679d/README.md",
"language": "TypeScript",
"license": "MIT",
- "starsAtCapture": 39,
+ "starsAtCapture": 45,
"summary": {
"en": "A semantic Hono router that matches HTTP requests by meaning.",
"zh": "不只按 method/path，而是按请求语义匹配处理器的 Hono 路由器。",
@@ -1199,7 +1199,7 @@
"evidenceUrl": "https://github.com/okinaaudio/live-jev/blob/ecba7e01d5ff01a1e84d6bc4388245145338ed64/README.md",
"language": "Python",
"license": "MIT",
- "starsAtCapture": 32,
+ "starsAtCapture": 38,
"summary": {
"en": "Controls Ableton Live from short Japanese or English commands.",
"zh": "用一句日语或英语命令控制 Ableton Live。",
@@ -1229,7 +1229,7 @@
"evidenceUrl": "https://github.com/can1357/jegrep/blob/a280f14f6da8163bde67e0c49f58b23517a02882/src/jev.rs",
"language": "Rust",
"license": "MIT",
- "starsAtCapture": 31,
+ "starsAtCapture": 57,
"summary": {
"en": "Semantic grep for live code trees: describe what you need, get files and original line ranges without building an index.",
"zh": "面向实时代码树的语义 grep：用自然语言描述目标，无需建索引即可返回文件与原始行号范围。",
@@ -1257,7 +1257,7 @@
"evidenceUrl": "https://github.com/choxos/jev-reviewer/blob/da15868cdca5e64555e6643243a52ea71f60cf3b/README.md",
"language": "JavaScript",
"license": "MIT",
- "starsAtCapture": 19,
+ "starsAtCapture": 30,
"summary": {
"en": "Extracts review evidence from research papers with quotes and page references.",
"zh": "从研究论文中提取系统综述证据，并保留原文引用与页码。",
@@ -1292,7 +1292,7 @@
},
"language": "",
"license": "Apache-2.0",
- "starsAtCapture": 943,
+ "starsAtCapture": 946,
"summary": {
"en": "A Celesto PR-review example prepares sandbox checks and compares a general model with Jev on candidate findings.",
"zh": "Celesto 的 PR 审查示例在沙盒中准备检查，再比较普通模型与 Jev 对候选问题的判断。",
@@ -1320,7 +1320,7 @@
},
"language": "TypeScript",
"license": "Custom license",
- "starsAtCapture": 806,
+ "starsAtCapture": 809,
"summary": {
"en": "An optional Jev decision backend in the Atomic coding Agent for bounded structured choices such as routing.",
"zh": "Atomic 编程 Agent 的可选 Jev 决策后端，为路由等流程提供受限的结构化选择。",
@@ -1348,7 +1348,7 @@
},
"language": "",
"license": "Apache-2.0",
- "starsAtCapture": 676,
+ "starsAtCapture": 678,
"summary": {
"en": "An optional AIAvatarKit component uses Jev to judge turn endings from speech transcripts.",
"zh": "AIAvatarKit 的可选 Jev 组件根据转写内容判断用户是否结束发言。",
@@ -1376,7 +1376,7 @@
},
"language": "TypeScript",
"license": "FSL-1.1-ALv2",
- "starsAtCapture": 654,
+ "starsAtCapture": 659,
"summary": {
"en": "Optional second-stage search: widen the hybrid pool, then Score-rerank candidates with Workers AI typesafe/jev.",
"zh": "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。",
@@ -1404,7 +1404,7 @@
},
"language": "Swift",
"license": "MIT",
- "starsAtCapture": 616,
+ "starsAtCapture": 618,
"summary": {
"en": "An optional Jev command-risk advisor inside a native macOS Agent, with a TypeSafeKit client.",
"zh": "原生 macOS Agent 内的可选 Jev 命令风险顾问，配有 TypeSafeKit 客户端。",
@@ -1432,7 +1432,7 @@
},
"language": "Elixir",
"license": "Apache-2.0",
- "starsAtCapture": 577,
+ "starsAtCapture": 580,
"summary": {
"en": "A TypeSafe provider for calling Jev through ReqLLM’s evaluate interface in Elixir.",
"zh": "ReqLLM 的 TypeSafe provider，让 Elixir 应用通过 evaluate 接口调用 Jev。",
@@ -1460,7 +1460,7 @@
},
"language": "TypeScript",
"license": "MIT",
- "starsAtCapture": 531,
+ "starsAtCapture": 533,
"summary": {
"en": "An omg.dev mobile testing script can use Jev to read the accessibility tree and choose the next interaction.",
"zh": "omg.dev 的移动端测试脚本可让 Jev 读取可访问性树并选择下一步交互。",
@@ -1488,7 +1488,7 @@
},
"language": "Python",
"license": "MIT",
- "starsAtCapture": 420,
+ "starsAtCapture": 421,
"summary": {
"en": "An optional Jev routing path that matches VexJoy requests to specialist Agents, skills and workflows.",
"zh": "给 VexJoy 的任务分派增加一条 Jev 路线。输入需求后，判断该选哪位专长 Agent、哪项技能和哪条工作流。",
@@ -1516,7 +1516,7 @@
},
"language": "Python",
"license": "MIT",
- "starsAtCapture": 344,
+ "starsAtCapture": 446,
"summary": {
"en": "An independent supervisor loop that reads worker diffs, logs and tests, asks Jev Nouls about stuck / off-track / verify, then applies a Python policy.",
"zh": "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。",
@@ -1600,7 +1600,7 @@
},
"language": "Python",
"license": "MIT",
- "starsAtCapture": 302,
+ "starsAtCapture": 693,
"summary": {
"en": "Builds candidate actions from OCR and UI state for Jev to control macOS, calling a text model only when writing is needed.",
"zh": "用 OCR 和界面状态构造候选动作，让 Jev 决定如何操作 macOS，需要写文字时再调用文本模型。",
@@ -1628,7 +1628,7 @@
},
"language": "TypeScript",
"license": "MIT",
- "starsAtCapture": 284,
+ "starsAtCapture": 438,
"summary": {
"en": "Reviews a Git diff or a codebase in stages and displays review leads in a local dashboard.",
"zh": "分阶段检查 Git diff 或整个代码库，在本地面板里展示可复核的审查线索。",
@@ -1656,7 +1656,7 @@
},
"language": "TypeScript",
"license": "MIT",
- "starsAtCapture": 278,
+ "starsAtCapture": 280,
"summary": {
"en": "OrchestKit can optionally use Jev to classify coding sessions and set their colors when confidence meets a threshold.",
"zh": "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。",
@@ -1684,7 +1684,7 @@
},
"language": "Python",
"license": "Unknown",
- "starsAtCapture": 266,
+ "starsAtCapture": 314,
"summary": {
"en": "An experimental NES Mario controller that gives Jev structured emulator RAM and telemetry instead of screenshots.",
"zh": "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。",
@@ -1740,7 +1740,7 @@
},
"language": "TypeScript",
"license": "MIT",
- "starsAtCapture": 236,
+ "starsAtCapture": 241,
"summary": {
"en": "Pi’s programmable runtime includes an optional Jev loop for observing state, making decisions and running bounded actions.",
"zh": "给 Pi 的工具运行时加上可编程的 Jev 决策循环。先写好观察、判断和执行步骤，再让它按预算在前台或后台运行。",
@@ -1768,7 +1768,7 @@
},
"language": "Python",
"license": "MIT",
- "starsAtCapture": 185,
+ "starsAtCapture": 187,
"summary": {
"en": "A dictation and meeting-notes app with optional Jev checks for topic changes, note-taker instructions and sensitive text.",
"zh": "语音听写与会议记录应用，可选用 Jev 检查话题变化、面向记录助手的指令和敏感文本。",
@@ -1796,7 +1796,7 @@
},
"language": "Shell",
"license": "PostgreSQL",
- "starsAtCapture": 179,
+ "starsAtCapture": 259,
"summary": {
"en": "Adds natural-language filtering, classification, and ranking of rows to PostgreSQL queries.",
"zh": "在 PostgreSQL 查询中用自然语言给数据行筛选、分类和排序。",
@@ -1824,7 +1824,7 @@
},
"language": "",
"license": "MIT",
- "starsAtCapture": 177,
+ "starsAtCapture": 178,
"summary": {
"en": "Interlinked adds optional Jev judgments and evidence checks to local coding-agent checks.",
"zh": "Interlinked 在编程 Agent 的本地检查之外，提供可选 Jev 判断与证据检查。",
@@ -1852,7 +1852,7 @@
},
"language": "JavaScript",
"license": "MIT",
- "starsAtCapture": 174,
+ "starsAtCapture": 283,
"summary": {
"en": "A Claude Code and CLI proxy that asks Jev to score task complexity and pick a model from the account’s available set.",
"zh": "Claude Code / CLI 代理：Jev 给任务复杂度打分，并在当前账号可用的模型里选一个，再由本地策略决定是否更换。",
@@ -1880,7 +1880,7 @@
},
"language": "TypeScript",
"license": "MIT",
- "starsAtCapture": 165,
+ "starsAtCapture": 220,
"summary": {
"en": "A self-hosted, versioned Agent skills library with optional Jev recommendations.",
"zh": "自建一个有版本管理的 Agent 技能库，还能选配 Jev 推荐：告诉它当前任务，从你有权限使用的技能里挑更相关的。",
@@ -1908,7 +1908,7 @@
},
"language": "",
"license": "MIT",
- "starsAtCapture": 162,
+ "starsAtCapture": 304,
"summary": {
"en": "Controls an Android phone through Mobilerun, with a web studio and CLI showing Jev decisions.",
"zh": "通过 Mobilerun 控制 Android 手机，网页面板与命令行可查看 Jev 的操作过程。",
@@ -1964,7 +1964,7 @@
},
"language": "",
"license": "MIT",
- "starsAtCapture": 146,
+ "starsAtCapture": 352,
"summary": {
"en": "Searches the web with Jev choosing sources and time ranges, then ranking returned links.",
"zh": "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。",
@@ -1992,7 +1992,7 @@
},
"language": "JavaScript",
"license": "MIT",
- "starsAtCapture": 136,
+ "starsAtCapture": 291,
"summary": {
"en": "A Skill for Codex browser workflows: Jev chooses navigation, clicks, and scrolling while Codex handles text input and final checks.",
"zh": "给 Codex 浏览器工作流加一个 Skill：Jev 选导航、点击和滚动，Codex 保留文字输入与最终核验。",
@@ -2020,7 +2020,7 @@
},
"language": "TypeScript",
"license": "MIT",
- "starsAtCapture": 126,
+ "starsAtCapture": 191,
"summary": {
"en": "A local MCP code-quality reviewer returning structured scores to coding Agents.",
"zh": "供编码 Agent 使用的本地 MCP 代码质量检查器，返回多个维度的结构化评分。",
@@ -2048,7 +2048,7 @@
},
"language": "TypeScript",
"license": "MIT",
- "starsAtCapture": 119,
+ "starsAtCapture": 121,
"summary": {
"en": "An Effect Agent TypeSafe decision provider for typed question sets and optional model selection.",
"zh": "Effect Agent 的 TypeSafe 决策 provider，支持类型化问题集与可选模型选择。",
@@ -2076,7 +2076,7 @@
},
"language": "",
"license": "MIT",
- "starsAtCapture": 117,
+ "starsAtCapture": 209,
"summary": {
"en": "Drives a browser from a task and URL, returning the final page, screenshot and action trace.",
"zh": "给定任务与网址后驱动浏览器，返回最终页面、截图和逐步操作记录。",
@@ -2104,7 +2104,7 @@
},
"language": "TypeScript",
"license": "MIT",
- "starsAtCapture": 110,
+ "starsAtCapture": 152,
"summary": {
"en": "A browser extension using Jev to identify ads, promotions, and subscription popups and save reusable hiding rules.",
"zh": "用 Jev 帮浏览器扩展识别网页中的广告、促销与订阅弹窗，并保存可复用的隐藏规则。",
@@ -2132,7 +2132,7 @@
},
"language": "Python",
"license": "MIT",
- "starsAtCapture": 101,
+ "starsAtCapture": 171,
"summary": {
"en": "Official TypeSafe Python SDK with synchronous and asynchronous clients for Jev System One, plus question and answer types.",
"zh": "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。",
@@ -2160,7 +2160,7 @@
},
"language": "HTML",
"license": "Unknown",
- "starsAtCapture": 87,
+ "starsAtCapture": 99,
"summary": {
"en": "Agent tool evaluation harness comparing standard LLM tool selection against Jev routing across 100 mocked tools.",
"zh": "智能体工具选择基准测试平台，在包含 100 个模拟工具的个人助理环境下对比大模型直接选工具与 Jev 路由的效率。",
@@ -2188,7 +2188,7 @@
},
"language": "TypeScript",
"license": "MIT",
- "starsAtCapture": 83,
+ "starsAtCapture": 90,
"summary": {
"en": "An X/Twitter filtering extension using local rules by default, with optional Jev checks for unmatched replies.",
"zh": "为 X/Twitter 过滤帖子与回复的浏览器扩展；默认用本地规则，可选择用 Jev 检查未匹配的回复。",
@@ -2216,7 +2216,7 @@
},
"language": "Go",
"license": "MIT",
- "starsAtCapture": 80,
+ "starsAtCapture": 173,
"summary": {
"en": "An MCP server that lets Claude Code, Claude Desktop, Codex and Pi ask Jev typed questions.",
"zh": "让 Claude Code、Claude Desktop、Codex 和 Pi 通过 MCP 或扩展向 Jev 提问，获取结构化判断。",
@@ -2244,7 +2244,7 @@
},
"language": "TypeScript",
"license": "Unknown",
- "starsAtCapture": 57,
+ "starsAtCapture": 80,
"summary": {
"en": "Fish-style Zsh history suggestion tool ranked by Jev, ordering candidate commands from local history based on context.",
"zh": "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。",
@@ -2272,7 +2272,7 @@
},
"language": "Python",
"license": "MIT",
- "starsAtCapture": 53,
+ "starsAtCapture": 125,
"summary": {
"en": "Uses Jev to classify each Codex turn, then applies local rules to choose the model, reasoning effort, and speed mode.",
"zh": "每轮先让 Jev 判断任务类型与难度，再由本地策略为 Codex 选模型、思考深度和速度档。",
@@ -2300,7 +2300,7 @@
},
"language": "JavaScript",
"license": "MIT",
- "starsAtCapture": 50,
+ "starsAtCapture": 64,
"summary": {
"en": "An experimental Chrome extension that asks Jev whether candidate DOM elements are ads, then highlights or removes them.",
"zh": "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。",
@@ -2328,7 +2328,7 @@
},
"language": "",
"license": "MIT",
- "starsAtCapture": 1,
+ "starsAtCapture": 3,
"summary": {
"en": "A browser extension that classifies YouTube caption segments with Jev, splitting requests when the segment or token budget is exceeded, paints five categories on the seek bar, and auto-skips those painted slices over the threshold.",
"zh": "Chrome 扩展：只读字幕，把片段交给 Jev 分类（段数或 Token 预算超限就拆请求），在进度条上画出五类片段，并对达到阈值的 sponsor、self_promo、intro、outro、recap 自动跳过。",
@@ -2356,7 +2356,7 @@
},
"language": "",
"license": "MIT",
- "starsAtCapture": 0,
+ "starsAtCapture": 8,
"summary": {
"en": "A commit-msg hook that scores the message against the staged diff with one Jev request of five Nouls and warns by default. Default blocking is a local regex belt on high-precision added-line hits; the secret_shaped Noul blocks only with --strict.",
"zh": "commit-msg 钩子：一次 Jev 请求对照暂存 diff 给提交说明打五个 Noul，默认只警告。默认拦住提交的是本地正则腰带对新增行的高置信命中；secret_shaped Noul 只在 --strict 时参与拦截。",
@@ -2384,7 +2384,7 @@
},
"language": "",
"license": "MIT",
- "starsAtCapture": 0,
+ "starsAtCapture": 3,
"summary": {
"en": "A Neovim plugin that asks a plain-language question of every function in the buffer and lists every Jev hit in quickfix, ranked by probability.",
"zh": "Neovim 插件：用自然语言问当前 buffer，Treesitter 按函数切开，Jev 给每个函数打概率；全部命中按概率进入 quickfix。",
@@ -2412,7 +2412,7 @@
},
"language": "JavaScript",
"license": "Unknown",
- "starsAtCapture": 77,
+ "starsAtCapture": 143,
"summary": {
"en": "A browser driving simulator where Jev chooses among locally generated paths and speeds.",
"zh": "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。",
@@ -2440,7 +2440,7 @@
},
"language": "Python",
"license": "MIT",
- "starsAtCapture": 66,
+ "starsAtCapture": 96,
"summary": {
"en": "A MuJoCo drone experiment deriving scene features from camera buffers for Jev tactical advice.",
"zh": "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。",
@@ -2468,7 +2468,7 @@
},
"language": "JavaScript",
"license": "Unknown",
- "starsAtCapture": 61,
+ "starsAtCapture": 81,
"summary": {
"en": "YouTube extension detecting sponsored segments from live audio and transcripts using Jev, skipping promotional blocks automatically.",
"zh": "结合实时音频与字幕由 Jev 驱动的 YouTube 视频赞助广告片段检测与自动跳过扩展。",
@@ -2496,7 +2496,7 @@
},
"language": "Python",
"license": "MIT",
- "starsAtCapture": 58,
+ "starsAtCapture": 77,
"summary": {
"en": "Creates edited videos with score meters by asking Jev to rate transcript sentences against selected rubrics.",
"zh": "把视频转成带评分仪表的视频成片：Jev 按选定规则给字幕句子评分，再由渲染器叠加显示。",
@@ -2552,7 +2552,7 @@
},
"language": "C",
"license": "MIT",
- "starsAtCapture": 76,
+ "starsAtCapture": 81,
"summary": {
"en": "A pre-alpha PostgreSQL C extension for calling Jev from SQL for classification, yes/no judgments, and scoring.",
"zh": "一个预览阶段的 PostgreSQL C 扩展，让 SQL 直接调用 Jev 做分类、是非判断和评分。",
@@ -2580,7 +2580,7 @@
},
"language": "Python",
"license": "Unknown",
- "starsAtCapture": 168,
+ "starsAtCapture": 428,
"summary": {
"en": "Adapter turning open LLM endpoints into Jev-compatible classification services without training a separate classifier head.",
"zh": "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。",
@@ -2608,7 +2608,7 @@
},
"language": "TypeScript",
"license": "MIT",
- "starsAtCapture": 139,
+ "starsAtCapture": 196,
"summary": {
"en": "The JavaScript and TypeScript SDK published by TypeSafe, with typed Jev requests and answers.",
"zh": "TypeSafe 组织发布的 JavaScript 与 TypeScript SDK，提供 Jev 请求和回答类型。",
@@ -2664,7 +2664,7 @@
},
"language": "Python",
"license": "MIT",
- "starsAtCapture": 105,
+ "starsAtCapture": 116,
"summary": {
"en": "An optional Jev judgment module in Taskuary for checking user-defined conditions on task state.",
"zh": "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。",
@@ -2692,7 +2692,7 @@
},
"language": "",
"license": "MIT",
- "starsAtCapture": 84,
+ "starsAtCapture": 187,
"summary": {
"en": "Controls a Playwright browser by sending incremental speech transcripts to Jev.",
"zh": "用语音控制 Playwright 浏览器，将逐步转写的口令交给 Jev 判断。",
@@ -2720,7 +2720,7 @@
},
"language": "TypeScript",
"license": "MIT",
- "starsAtCapture": 75,
+ "starsAtCapture": 196,
"summary": {
"en": "Eight MCP tools for evidence checks, content screening, search, reranking, classification, comparison and extraction.",
"zh": "给 Agent 提供核对引用、筛查内容、查找、重排、分类、比较和提取等八个 MCP 判断工具。",
@@ -2748,7 +2748,7 @@
},
"language": "TypeScript",
"license": "MIT",
- "starsAtCapture": 75,
+ "starsAtCapture": 88,
"summary": {
"en": "A small TypeScript client for asking Jev multiple typed questions about the same data.",
"zh": "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。",
@@ -2776,7 +2776,7 @@
},
"language": "TypeScript",
"license": "MIT",
- "starsAtCapture": 70,
+ "starsAtCapture": 131,
"summary": {
"en": "A Pi extension that flags tool risks before execution and checks output for secrets and failure types.",
"zh": "Pi 编码 Agent 扩展：执行前提示工具风险，执行后检查秘密泄露与失败类型。",
@@ -2804,7 +2804,7 @@
},
"language": "TypeScript",
"license": "MIT",
- "starsAtCapture": 67,
+ "starsAtCapture": 118,
"summary": {
"en": "Adds checks for project rules, out-of-scope actions, repeated failures, and completion claims to Pi Agents.",
"zh": "给 Pi Agent 加项目规则、越界操作、重复失败和完成声明的检查。",
@@ -2832,7 +2832,7 @@
},
"language": "Python",
"license": "Apache-2.0",
- "starsAtCapture": 50,
+ "starsAtCapture": 245,
"summary": {
"en": "An independent System One decision server compatible with Jev’s API, running an open DiffusionGemma model.",
"zh": "一个兼容 Jev System One 接口的独立决策服务，使用开源 DiffusionGemma 模型运行。",
@@ -2860,7 +2860,7 @@
},
"language": "TypeScript",
"license": "Not declared",
- "starsAtCapture": 23660,
+ "starsAtCapture": 23682,
"summary": {
"en": "An open-source cowork-style agent workspace that can run JEV-backed reviews inside CI and skill workflows.",
"zh": "开源的 cowork 风格 Agent 工作区，可在 CI 与 Skill 流程里跑 JEV 驱动的审查。",
@@ -2888,7 +2888,7 @@
},
"language": "TypeScript",
"license": "Apache-2.0",
- "starsAtCapture": 5278,
+ "starsAtCapture": 5291,
"summary": {
"en": "Vercel’s open agent framework for packaging skills, evals, and tool-using workflows.",
"zh": "Vercel 开源的 Agent 框架，用于打包 Skill、评测与带工具的工作流。",
@@ -2916,7 +2916,7 @@
},
"language": "TypeScript",
"license": "Not declared",
- "starsAtCapture": 807,
+ "starsAtCapture": 808,
"summary": {
"en": "A terminal generator CLI that ships with an agent skill for creating content from the command line.",
"zh": "终端生成 CLI，并附带可从命令行创作内容的 Agent Skill。",
@@ -2944,7 +2944,7 @@
},
"language": "Not declared",
"license": "MIT",
- "starsAtCapture": 880,
+ "starsAtCapture": 1388,
"summary": {
"en": "Official agent skills for building against TypeSafe’s System One / JEV API.",
"zh": "面向 TypeSafe System One / JEV API 的官方 Agent Skill 集合。",
@@ -2972,7 +2972,7 @@
},
"language": "Python",
"license": "MIT",
- "starsAtCapture": 661,
+ "starsAtCapture": 742,
"summary": {
"en": "An evidence-backed playbook of JEV use cases, patterns, prompts, and starter code.",
"zh": "有证据支撑的 JEV 用例、模式、提示词与起步代码手册。",
@@ -3000,7 +3000,7 @@
},
"language": "TypeScript",
"license": "MIT",
- "starsAtCapture": 417,
+ "starsAtCapture": 418,
"summary": {
"en": "An agentic TypeScript workflow framework with a first-class JEV classify path.",
"zh": "以 TypeScript 配置定义工作流的 Agent 框架，内置 JEV 分类路径。",
@@ -3028,7 +3028,7 @@
},
"language": "JavaScript",
"license": "Not declared",
- "starsAtCapture": 406,
+ "starsAtCapture": 519,
"summary": {
"en": "Computer-use helpers that call JEV to decide the next UI action.",
"zh": "用 JEV 决定下一步界面动作的 Computer Use 辅助工具。",
@@ -3056,7 +3056,7 @@
},
"language": "Python",
"license": "Apache-2.0",
- "starsAtCapture": 381,
+ "starsAtCapture": 506,
"summary": {
"en": "A local Apple Silicon inference engine oriented around decision-style models.",
"zh": "面向决策类模型的本地 Apple Silicon 推理引擎。",
@@ -3084,7 +3084,7 @@
},
"language": "CSS",
"license": "MIT",
- "starsAtCapture": 369,
+ "starsAtCapture": 414,
"summary": {
"en": "A curated list of official and community resources for TypeSafe, System One, and JEV.",
"zh": "TypeSafe、System One 与 JEV 的官方与社区资源精选列表。",
@@ -3112,7 +3112,7 @@
},
"language": "Not declared",
"license": "CC0-1.0",
- "starsAtCapture": 238,
+ "starsAtCapture": 292,
"summary": {
"en": "A source-backed list of projects built with JEV / TypeSafe System One.",
"zh": "基于源码核对的 JEV / TypeSafe System One 项目精选列表。",
@@ -3140,7 +3140,7 @@
},
"language": "Python",
"license": "Not declared",
- "starsAtCapture": 207,
+ "starsAtCapture": 245,
"summary": {
"en": "A JEV-compatible API endpoint built on open models with a prefill-only serving path.",
"zh": "基于开源模型的 JEV 兼容 API，采用 prefill-only 服务路径。",
@@ -3168,7 +3168,7 @@
},
"language": "TypeScript",
"license": "AGPL-3.0",
- "starsAtCapture": 192,
+ "starsAtCapture": 199,
"summary": {
"en": "A product that turns work artifacts into publishable content with agent skill hooks.",
"zh": "把工作产物转成可发布内容的产品，并挂接 Agent Skill。",
@@ -3196,7 +3196,7 @@
},
"language": "Python",
"license": "MIT",
- "starsAtCapture": 184,
+ "starsAtCapture": 218,
"summary": {
"en": "A drop-in TypeSafeClient replacement that backs System One calls with ordinary LLM APIs.",
"zh": "可替换 TypeSafeClient 的适配器，用普通 LLM API 承接 System One 调用。",
@@ -3224,7 +3224,7 @@
},
"language": "JavaScript",
"license": "MIT",
- "starsAtCapture": 173,
+ "starsAtCapture": 185,
"summary": {
"en": "A source-backed JEV directory plus a reusable JEV-only GitHub review workflow.",
"zh": "有源码依据的 JEV 目录，并附带可复用的纯 JEV GitHub Review 工作流。",
@@ -3252,7 +3252,7 @@
},
"language": "JavaScript",
"license": "MIT",
- "starsAtCapture": 162,
+ "starsAtCapture": 167,
"summary": {
"en": "Semantic code linting that asks JEV / System One whether findings should fire.",
"zh": "语义代码检查：用 JEV / System One 判断某条发现是否该触发。",
@@ -3280,7 +3280,7 @@
},
"language": "Python",
"license": "MIT",
- "starsAtCapture": 163,
+ "starsAtCapture": 192,
"summary": {
"en": "An educational JEV-like visual inference experiment on Apple Silicon with shared context scoring.",
"zh": "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。",
@@ -3308,7 +3308,7 @@
},
"language": "Swift",
"license": "MIT",
- "starsAtCapture": 147,
+ "starsAtCapture": 270,
"summary": {
"en": "A Swift client stack that calls JEV while driving local computer-use style helpers.",
"zh": "Swift 客户端栈：在驱动本地 computer-use 辅助逻辑时调用 JEV。",
@@ -3336,7 +3336,7 @@
},
"language": "TypeScript",
"license": "MIT",
- "starsAtCapture": 143,
+ "starsAtCapture": 157,
"summary": {
"en": "A coding-agent skill/plugin that advises when to compact context to save tokens.",
"zh": "编码 Agent 的 Skill/插件：建议何时压缩上下文以节省 token。",
@@ -3364,7 +3364,7 @@
},
"language": "JavaScript",
"license": "MIT",
- "starsAtCapture": 168,
+ "starsAtCapture": 264,
"summary": {
"en": "A source-backed JEV ecosystem radar with plain-language discovery and GitHub sync.",
"zh": "有源码依据的 JEV 生态雷达，含白话发现页与 GitHub 同步。",
@@ -3392,7 +3392,7 @@
},
"language": "Python",
"license": "MIT",
- "starsAtCapture": 136,
+ "starsAtCapture": 335,
"summary": {
"en": "JEV-powered routing, memory, compaction, skill selection, and computer/browser use for Hermes agents.",
"zh": "为 Hermes Agent 提供 JEV 驱动的路由、记忆、压缩、Skill 选择与电脑/浏览器操作。",
@@ -3420,7 +3420,7 @@
},
"language": "TypeScript",
"license": "MIT",
- "starsAtCapture": 119,
+ "starsAtCapture": 130,
"summary": {
"en": "A Claude Code plugin that trims long Bash output with TypeSafe JEV before the model sees it.",
"zh": "Claude Code 插件：在模型看到长 Bash 输出前，用 TypeSafe JEV 裁剪。",
@@ -3448,7 +3448,7 @@
},
"language": "Python",
"license": "Not declared",
- "starsAtCapture": 119,
+ "starsAtCapture": 221,
"summary": {
"en": "A calibrated ~151M non-autoregressive local decision engine aiming at JEV-style typed answers.",
"zh": "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。",
@@ -3476,7 +3476,7 @@
},
"language": "Not declared",
"license": "Not declared",
- "starsAtCapture": 121,
+ "starsAtCapture": 128,
"summary": {
"en": "An agent skill for writing and improving programs that call JEV / System One.",
"zh": "帮助编写与改进调用 JEV / System One 程序的 Agent Skill。",
@@ -3504,7 +3504,7 @@
},
"language": "Python",
"license": "Apache-2.0",
- "starsAtCapture": 107,
+ "starsAtCapture": 180,
"summary": {
"en": "One-pass typed decisions with calibrated probabilities, fine-tuned from Qwen3.5-2B.",
"zh": "一次前向的类型化决策与校准概率，基于 Qwen3.5-2B 微调。",
@@ -3532,7 +3532,7 @@
},
"language": "HTML",
"license": "Not declared",
- "starsAtCapture": 103,
+ "starsAtCapture": 152,
"summary": {
"en": "A DGX Spark container recipe for running DiffusionGemma NVFP4 structured decisions.",
"zh": "在 DGX Spark 上跑 DiffusionGemma NVFP4 结构化决策的容器配方。",
diff --git a/scripts/refresh-stars.mjs b/scripts/refresh-stars.mjs
new file mode 100644
index 0000000..3d6a1d6
--- /dev/null
+++ b/scripts/refresh-stars.mjs
@@ -0,0 +1,75 @@
+import { execFile } from 'node:child_process';
+import { readFile, writeFile } from 'node:fs/promises';
+import { promisify } from 'node:util';
+
+const run = promisify(execFile);
+const catalogueFile = new URL('../data/projects.json', import.meta.url);
+const readmes = ['README.md', 'README.zh-CN.md', 'README.ja.md'].map(
+ (name) => new URL(`../${name}`, import.meta.url),
+);
+const today = process.argv[2] ?? new Date().toISOString().slice(0, 10);
+const catalogue = JSON.parse(await readFile(catalogueFile, 'utf8'));
+
+async function fetchStars(repoUrl) {
+ const slug = new URL(repoUrl).pathname.replace(/^\/|\/$/g, '');
+ const { stdout } = await run('gh', ['api', `repos/${slug}`, '--jq', '.stargazers_count']);
+ return Number(stdout.trim());
+}
+
+const failures = [];
+const queue = [...catalogue.projects];
+await Promise.all(
+ Array.from({ length: 8 }, async () => {
+ for (let project = queue.shift(); project; project = queue.shift()) {
+ try {
+ const stars = await fetchStars(project.repoUrl);
+ if (!Number.isFinite(stars)) throw new Error('non-numeric star count');
+ project.starsAtCapture = stars;
+ } catch (error) {
+ failures.push(`${project.id}: ${error.message.split('\n')[0]}`);
+ }
+ }
+ }),
+);
+if (failures.length) throw new Error(`Star refresh failed, nothing written:\n${failures.join('\n')}`);
+
+catalogue.capturedAt = today;
+await writeFile(catalogueFile, `${JSON.stringify(catalogue, null, 2)}\n`);
+
+const compact = (n) => `${(n / 1000).toFixed(1)}K`;
+const escape = (s) => s.replace(/[.*+?^${}()|[\]\\]/g, '\\$&');
+const over1k = catalogue.projects.filter((p) => p.starsAtCapture >= 1000).length;
+
+for (const file of readmes) {
+ let text = await readFile(file, 'utf8');
+ for (const { repoUrl, starsAtCapture: n } of catalogue.projects) {
+ const url = escape(repoUrl);
+ // Featured card: "**[Name](url)** · Category · 9.5K stars" (cells never contain "|").
+ text = text.replace(
+ new RegExp(`(\\*\\*\\[[^\\]]+\\]\\(${url}\\)\\*\\*[^|]*?)\\d+(?:\\.\\d+)?K (stars|Star)`),
+ `$1${compact(n)} $2`,
+ );
+ // List entry: "- [Name](url) · 9,549 stars"
+ text = text.replace(
+ new RegExp(`(- \\[[^\\]]+\\]\\(${url}\\) · )[\\d,]+ (stars|Star)`),
+ `$1${n.toLocaleString('en-US')} $2`,
+ );
+ }
+ text = text.replace(
+ /()\d+(<\/strong><\/td>\n\s*| 10<\/strong><\/td>)/,
+ `$1${over1k}$2`,
+ );
+ text = text.replace(/\d{4}-\d{2}-\d{2}<\/strong>/, `${today}`);
+ // Keep the full project list ordered by stars (stable for ties).
+ const entry = /^- \[[^\]]+\]\(https:\/\/github\.com\/[^)]+\) · ([\d,]+) (?:stars|Star)$/;
+ const lines = text.split('\n');
+ const first = lines.findIndex((line) => entry.test(line));
+ let last = first;
+ while (entry.test(lines[last + 1] ?? '')) last += 1;
+ const block = lines.slice(first, last + 1).map((line, index) => ({ line, index, stars: Number(line.match(entry)[1].replace(/,/g, '')) }));
+ block.sort((a, b) => b.stars - a.stars || a.index - b.index);
+ lines.splice(first, block.length, ...block.map((item) => item.line));
+ text = lines.join('\n');
+ await writeFile(file, text);
+}
+console.log(`Refreshed ${catalogue.projects.length} projects; ${over1k} at or above 1K stars; snapshot ${today}.`);
diff --git a/scripts/validate.test.mjs b/scripts/validate.test.mjs
index ded5ef4..2749664 100644
--- a/scripts/validate.test.mjs
+++ b/scripts/validate.test.mjs
@@ -39,7 +39,7 @@ 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, 31);
+ assert.equal(catalogue.projects.filter((project) => project.starsAtCapture >= 1_000).length, 34);
for (const required of ['jev-ultrafast', 'laya', 'jegrep']) {
assert.ok(catalogue.projects.some((project) => project.id === required), `missing ${required}`);
}
| |