diff --git a/README.ja.md b/README.ja.md index f5c0cf1..3fbb53e 100644 --- a/README.ja.md +++ b/README.ja.md @@ -5,7 +5,7 @@

Awesome JEV ギャラリーを見る · 注目プロジェクト · - 全 44 プロジェクト · + 全 100 プロジェクト · JSON カタログ · English · 简体中文 @@ -31,7 +31,7 @@ - 44 + 100 29 10 2026-09-20 @@ -72,7 +72,7 @@

フィルターと詳しい説明付きで見る →

-## 全 44 プロジェクト +## 全 100 プロジェクト ### ブラウザ・コンピューター操作（3） @@ -136,3 +136,61 @@ --- BeatAPI がキュレーション · ライブギャラリー · ライセンスと注記 + + +- [Celesto](https://github.com/CelestoAI/celesto) +- [Atomic](https://github.com/bastani-inc/atomic) +- [Aiavatarkit](https://github.com/uezo/aiavatarkit) +- [Kody](https://github.com/kentcdodds/kody) +- [Agent](https://github.com/AgentiLoop/Agent) +- [Req LLM](https://github.com/agentjido/req_llm) +- [Omg.dev](https://github.com/BennyKok/omg.dev) +- [Vexjoy Agent](https://github.com/notque/vexjoy-agent) +- [Foreman](https://github.com/thruwire/foreman) +- [WrongStack](https://github.com/WrongStack/WrongStack) +- [Instructor Php](https://github.com/cognesy/instructor-php) +- [TypeSafe Computer Use](https://github.com/awlevin/typesafe-computer-use) +- [Jev Review](https://github.com/devagrawal09/jev-review) +- [Orchestkit](https://github.com/yonatangross/orchestkit) +- [TypeSafe Mario](https://github.com/fhshaik/typesafe-mario) +- [Openai Scala Client](https://github.com/cequence-io/openai-scala-client) +- [Pi Fabric](https://github.com/monotykamary/pi-fabric) +- [OpenWhisper](https://github.com/Knuckles92/OpenWhisper) +- [Pg JEV](https://github.com/realZachi/pg-jev) +- [Interlinked CLI](https://github.com/QuentinCody/interlinked-cli) +- [JEV Router](https://github.com/gargpratyush/jev-router) +- [Skillbox](https://github.com/kitze/skillbox) +- [Mobile JEV](https://github.com/droidrun/mobile-jev) +- [Runline](https://github.com/Michaelliv/runline) +- [JEV Search](https://github.com/superagents-lab/jev-search) +- [JEV Browser Use](https://github.com/wy-coliney/jev-browser-use) +- [JEV Review](https://github.com/NiazMorshed2007/jev-review) +- [Effect Agent](https://github.com/danieljvdm/effect-agent) +- [JEV Browser](https://github.com/jkudish/jev-browser) +- [Unclutter](https://github.com/kitze/unclutter) +- [TypeSafe SDK Python](https://github.com/typesafe-ai/typesafe-sdk-python) +- [JEV Eval Agent](https://github.com/vinilana/jev-eval-agent) +- [Bluenoise](https://github.com/rokcso/bluenoise) +- [TypeSafe MCP](https://github.com/itsmostafa/typesafe-mcp) +- [JEV Shell History](https://github.com/mrnugget/jev-shell-history) +- [JEV Codex Router](https://github.com/0xNatoshi/jev-codex-router) +- [TypeSafe Adblock](https://github.com/realZachi/typesafe-adblock) +- [JEV Skip](https://github.com/valentynkit/jev-skip) +- [JEV Commit](https://github.com/valentynkit/jev-commit) +- [Jev.nvim](https://github.com/valentynkit/jev.nvim) +- [Jevpilot](https://github.com/standardagents/jevpilot) +- [JEV Drone](https://github.com/RomanSlack/jev-drone) +- [Youtube Sponsor Detection](https://github.com/trungdq88/youtube-sponsor-detection) +- [Jevmeter](https://github.com/ChetasLua/jevmeter) +- [Captaincore](https://github.com/CaptainCore/captaincore) +- [Pg TypeSafe](https://github.com/giuliosmall/pg_typesafe) +- [Simple JEV](https://github.com/featherless-ai/simple-jev) +- [TypeSafe SDK Js](https://github.com/typesafe-ai/typesafe-sdk-js) +- [AI](https://github.com/hackclub/ai) +- [Taskuary](https://github.com/ldbumble/taskuary) +- [JEV Voice Browser](https://github.com/moritzkremb/jev-voice-browser) +- [JEV MCP](https://github.com/jkudish/jev-mcp) +- [Advocaat](https://github.com/pithings/advocaat) +- [Pi JEV](https://github.com/y0usaf/pi-jev) +- [Pi Warden](https://github.com/DevMortimer/pi-warden) +- [Openjev](https://github.com/razorback16/openjev) diff --git a/README.md b/README.md index fcf5a67..16906f3 100644 --- a/README.md +++ b/README.md @@ -5,7 +5,7 @@

Browse the live Awesome JEV gallery · Featured projects · - All 44 projects · + All 100 projects · JSON catalogue · 简体中文 · 日本語 @@ -31,7 +31,7 @@ - 44 + 100 29 10 2026-09-20 @@ -72,58 +72,109 @@

Explore with filters and full descriptions →

-## All 44 projects +## All 100 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) · 1,795 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 +- [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 +- [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 +- [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 +- [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 -### Browser & computer use (3) - -[Jev Ultrafast](https://github.com/browser-use/jev-ultrafast) · [Cua · JEV Use](https://github.com/trycua/cua) · [Agent Desktop · JEV Skill](https://github.com/lahfir/agent-desktop) - -### SDK integrations (9) - -[LangChain · TypeSafe](https://github.com/langchain-ai/langchain) · [Composio · TypeSafe Provider](https://github.com/ComposioHQ/composio) · [Vercel AI SDK · TypeSafe](https://github.com/vercel/ai) · [Pydantic AI · TypeSafe](https://github.com/pydantic/pydantic-ai) · [Eliza · TypeSafe Client](https://github.com/elizaOS/eliza) · [LangChain.js · TypeSafe](https://github.com/langchain-ai/langchainjs) · [Rig · TypeSafe Crate](https://github.com/0xPlaygrounds/rig) · [Ax · TypeSafe Client](https://github.com/ax-llm/ax) · [Vellum Assistant · JEV](https://github.com/vellum-ai/vellum-assistant) - -### Routing & optimization (4) - -[LiteLLM · JEV Router](https://github.com/BerriAI/litellm) · [Oh My Pi · JEV Judgments](https://github.com/can1357/oh-my-pi) · [OpenChamber · JEV Router](https://github.com/openchamber/openchamber) · [Firstmate · JEV Dispatch](https://github.com/kunchenguid/firstmate) - -### Open models (8) - -[SemIf](https://github.com/TheoLeeCJ/SemIf) · [Laya](https://github.com/NandhaKishorM/laya) · [NanoJev](https://github.com/TianyuCodings/NanoJev) · [Jevlike](https://github.com/vinnylarouge/jevlike) · [Kev 0.5B](https://github.com/jaredpalmer/kev) · [Nimble](https://github.com/bespokelabsai/nimble) · [LocalJev](https://github.com/githubnext/localjev) · [Jeff](https://github.com/logan-markewich/jeff) - -### Search & data (4) - -[Jev Experiments](https://github.com/dabit3/jev-experiments) · [Tax Document Classifier](https://github.com/kyotofin/tax-doc-classifier) · [jev-semgrep](https://github.com/uehaj/jev-semgrep) · [jegrep](https://github.com/can1357/jegrep) - -### Safety & review (5) - -[Agentgateway · JEV Guardrail](https://github.com/agentgateway/agentgateway) · [Latitude · JEV Preclassifier](https://github.com/latitude-dev/latitude-llm) · [Abide](https://github.com/coldteadotai/abide) · [jev-align](https://github.com/sutro-sh/jev-align) · [Jev Reviewer](https://github.com/choxos/jev-reviewer) - -### Agent workflows (3) - -[Jev Model Router](https://github.com/davila7/claude-code-templates) · [NewsJack](https://github.com/elvisun/newsjack) · [jev-gateway](https://github.com/vinilana/jev-gateway) - -### Interfaces & automation (3) - -[json-render · JEV Compose](https://github.com/vercel-labs/json-render) · [TipTour macOS](https://github.com/milind-soni/tiptour-macos) · [Live Jev](https://github.com/okinaaudio/live-jev) - -### Developer tools (2) - -[Fast Jev Compaction](https://github.com/tamaratran/fast-jev-compaction) · [Hono Jev Router](https://github.com/yusukebe/hono-jev-router) - -### Domain tools (3) - -[AI Hedge Fund · JEV Adapter](https://github.com/virattt/ai-hedge-fund) · [QuantDinger · JEV Gate](https://github.com/OpenByteInc/QuantDinger) · [JEV Trader](https://github.com/jarrodwatts/jev-trader) - -
-Data, evidence, and selection notes - -- Every entry keeps a public repository, a fixed-commit evidence link, and a concrete JEV decision role. -- Directly related repositories at or above 1,000 stars are included after source review; smaller projects remain when they add a distinct pattern. -- Stars and views are discovery snapshots. `source-reviewed` does not mean BeatAPI reproduced benchmarks, audited security, or received maintainer endorsement. -- Machine-readable data: [`data/projects.json`](./data/projects.json) -- Corrections and additions: [`CONTRIBUTING.md`](./CONTRIBUTING.md) - -
## BeatAPI diff --git a/README.zh-CN.md b/README.zh-CN.md index e656ddc..70bbcd2 100644 --- a/README.zh-CN.md +++ b/README.zh-CN.md @@ -5,7 +5,7 @@

浏览 Awesome JEV 主站 Gallery · 精选项目 · - 全部 44 个项目 · + 全部 100 个项目 · JSON 目录 · English · 日本語 @@ -31,7 +31,7 @@ - 44 + 100 29 10 2026-09-20 @@ -72,58 +72,109 @@

在主站筛选并查看完整项目说明 →

-## 全部 44 个项目 +## 全部 100 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) · 1,795 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 +- [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 +- [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 +- [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 +- [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 -### 浏览器与电脑操作（3） - -[Jev Ultrafast](https://github.com/browser-use/jev-ultrafast) · [Cua · JEV Use](https://github.com/trycua/cua) · [Agent Desktop · JEV Skill](https://github.com/lahfir/agent-desktop) - -### SDK 与框架集成（9） - -[LangChain · TypeSafe](https://github.com/langchain-ai/langchain) · [Composio · TypeSafe Provider](https://github.com/ComposioHQ/composio) · [Vercel AI SDK · TypeSafe](https://github.com/vercel/ai) · [Pydantic AI · TypeSafe](https://github.com/pydantic/pydantic-ai) · [Eliza · TypeSafe Client](https://github.com/elizaOS/eliza) · [LangChain.js · TypeSafe](https://github.com/langchain-ai/langchainjs) · [Rig · TypeSafe Crate](https://github.com/0xPlaygrounds/rig) · [Ax · TypeSafe Client](https://github.com/ax-llm/ax) · [Vellum Assistant · JEV](https://github.com/vellum-ai/vellum-assistant) - -### 路由与优化（4） - -[LiteLLM · JEV Router](https://github.com/BerriAI/litellm) · [Oh My Pi · JEV Judgments](https://github.com/can1357/oh-my-pi) · [OpenChamber · JEV Router](https://github.com/openchamber/openchamber) · [Firstmate · JEV Dispatch](https://github.com/kunchenguid/firstmate) - -### 开放模型（8） - -[SemIf](https://github.com/TheoLeeCJ/SemIf) · [Laya](https://github.com/NandhaKishorM/laya) · [NanoJev](https://github.com/TianyuCodings/NanoJev) · [Jevlike](https://github.com/vinnylarouge/jevlike) · [Kev 0.5B](https://github.com/jaredpalmer/kev) · [Nimble](https://github.com/bespokelabsai/nimble) · [LocalJev](https://github.com/githubnext/localjev) · [Jeff](https://github.com/logan-markewich/jeff) - -### 搜索与数据（4） - -[Jev Experiments](https://github.com/dabit3/jev-experiments) · [Tax Document Classifier](https://github.com/kyotofin/tax-doc-classifier) · [jev-semgrep](https://github.com/uehaj/jev-semgrep) · [jegrep](https://github.com/can1357/jegrep) - -### 安全与审查（5） - -[Agentgateway · JEV Guardrail](https://github.com/agentgateway/agentgateway) · [Latitude · JEV Preclassifier](https://github.com/latitude-dev/latitude-llm) · [Abide](https://github.com/coldteadotai/abide) · [jev-align](https://github.com/sutro-sh/jev-align) · [Jev Reviewer](https://github.com/choxos/jev-reviewer) - -### Agent 工作流（3） - -[Jev Model Router](https://github.com/davila7/claude-code-templates) · [NewsJack](https://github.com/elvisun/newsjack) · [jev-gateway](https://github.com/vinilana/jev-gateway) - -### 界面与自动化（3） - -[json-render · JEV Compose](https://github.com/vercel-labs/json-render) · [TipTour macOS](https://github.com/milind-soni/tiptour-macos) · [Live Jev](https://github.com/okinaaudio/live-jev) - -### 开发者工具（2） - -[Fast Jev Compaction](https://github.com/tamaratran/fast-jev-compaction) · [Hono Jev Router](https://github.com/yusukebe/hono-jev-router) - -### 垂直工具（3） - -[AI Hedge Fund · JEV Adapter](https://github.com/virattt/ai-hedge-fund) · [QuantDinger · JEV Gate](https://github.com/OpenByteInc/QuantDinger) · [JEV Trader](https://github.com/jarrodwatts/jev-trader) - -
-数据、证据与收录说明 - -- 每个条目都保留公开仓库、固定 commit 证据和明确的 JEV 判断职责。 -- 源码搜索发现的直接相关 1K+ Star 仓库经核对后纳入；实践模式独特的小项目也会保留。 -- Star 和浏览量只是发现快照；`source-reviewed` 不代表 BeatAPI 已复现性能、完成安全审计或获得作者背书。 -- 机器可读数据：[`data/projects.json`](./data/projects.json) -- 补充与纠错：[`CONTRIBUTING.md`](./CONTRIBUTING.md) - -
## BeatAPI diff --git a/data/projects.json b/data/projects.json index 27c3381..cf0ccc8 100644 --- a/data/projects.json +++ b/data/projects.json @@ -1189,6 +1189,1462 @@ "author": "@ASofiMahmudi", "views": 20563 } + }, + { + "id": "celestoai:celesto", + "name": "Celesto", + "owner": "CelestoAI", + "category": "developer-tools", + "repoUrl": "https://github.com/CelestoAI/celesto", + "evidenceUrl": "https://github.com/CelestoAI/celesto/blob/fff7bb567752baee4ce195fcb78b5ee5e4da889f/examples/pr-review-jev/models.py#L96", + "source": { + "type": "github", + "label": "GitHub source", + "url": "https://github.com/CelestoAI/celesto/blob/fff7bb567752baee4ce195fcb78b5ee5e4da889f/examples/pr-review-jev/models.py#L96" + }, + "language": "", + "license": "Apache-2.0", + "starsAtCapture": 943, + "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。" + }, + "decision": { + "en": "Judges whether a finding was introduced by the change, is supported and merits a fix.", + "zh": "检查疑似问题是否由当前变更引入、是否有证据、是否值得修复。" + }, + "verification": "source-reviewed", + "runtimeVerified": false + }, + { + "id": "bastani-inc:atomic", + "name": "Atomic", + "owner": "bastani-inc", + "category": "routing-optimization", + "repoUrl": "https://github.com/bastani-inc/atomic", + "evidenceUrl": "https://github.com/bastani-inc/atomic/blob/33ca4ccb5f39488aeba67c0212a52a31cd14059d/packages/coding-agent/src/core/structured-output/jev.ts", + "source": { + "type": "github", + "label": "GitHub source", + "url": "https://github.com/bastani-inc/atomic/blob/33ca4ccb5f39488aeba67c0212a52a31cd14059d/packages/coding-agent/src/core/structured-output/jev.ts" + }, + "language": "TypeScript", + "license": "Custom license", + "starsAtCapture": 806, + "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。" + }, + "decision": { + "en": "Sends predefined questions to Jev and decodes answers for callers; regular models still generate code.", + "zh": "将预定义的问题交给 Jev，解码答案后由调用方应用；常规模型仍负责生成代码。" + }, + "verification": "source-reviewed", + "runtimeVerified": false + }, + { + "id": "uezo:aiavatarkit", + "name": "Aiavatarkit", + "owner": "uezo", + "category": "interfaces", + "repoUrl": "https://github.com/uezo/aiavatarkit", + "evidenceUrl": "https://github.com/uezo/aiavatarkit/blob/38b617b8b9269939734e70ef503d7ea6976acdbd/aiavatar/sts/vad/turn_end_gates/jev.py#L172", + "source": { + "type": "github", + "label": "GitHub source", + "url": "https://github.com/uezo/aiavatarkit/blob/38b617b8b9269939734e70ef503d7ea6976acdbd/aiavatar/sts/vad/turn_end_gates/jev.py#L172" + }, + "language": "", + "license": "Apache-2.0", + "starsAtCapture": 676, + "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。" + }, + "decision": { + "en": "Assesses utterance completeness and whether the user is likely to continue speaking.", + "zh": "评估当前话语是否完整、是否准备继续说，并影响轮次结束门槛。" + }, + "verification": "source-reviewed", + "runtimeVerified": false + }, + { + "id": "kentcdodds:kody", + "name": "Kody", + "owner": "kentcdodds", + "category": "search-data", + "repoUrl": "https://github.com/kentcdodds/kody", + "evidenceUrl": "https://github.com/kentcdodds/kody/blob/ed9275186dc817530dd2289e62c208ac3809391f/packages/worker/src/mcp/tools/search-jev-rerank.ts", + "source": { + "type": "github", + "label": "GitHub source", + "url": "https://github.com/kentcdodds/kody/blob/ed9275186dc817530dd2289e62c208ac3809391f/packages/worker/src/mcp/tools/search-jev-rerank.ts" + }, + "language": "TypeScript", + "license": "FSL-1.1-ALv2", + "starsAtCapture": 654, + "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。" + }, + "decision": { + "en": "Sends a Score question per candidate, reorders and drops low scores; the model id is typesafe/jev.", + "zh": "对每个候选发 Score 问题，按分数重排并丢掉低分结果；模型 ID 为 `typesafe/jev`。" + }, + "verification": "source-reviewed", + "runtimeVerified": false + }, + { + "id": "agentiloop:agent", + "name": "Agent", + "owner": "AgentiLoop", + "category": "safety-review", + "repoUrl": "https://github.com/AgentiLoop/Agent", + "evidenceUrl": "https://github.com/AgentiLoop/Agent/blob/078f87ceca1d1190cc73706ac8ec16442e766a27/README.md", + "source": { + "type": "github", + "label": "GitHub source", + "url": "https://github.com/AgentiLoop/Agent/blob/078f87ceca1d1190cc73706ac8ec16442e766a27/README.md" + }, + "language": "Swift", + "license": "MIT", + "starsAtCapture": 616, + "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。" + }, + "decision": { + "en": "Adds a destructive-risk judgment after local shell checks and refuses commands above the configured threshold.", + "zh": "对已通过本地规则的 Shell 命令追加破坏性判断，达到配置阈值时拒绝。" + }, + "verification": "source-reviewed", + "runtimeVerified": false + }, + { + "id": "agentjido:req_llm", + "name": "Req LLM", + "owner": "agentjido", + "category": "sdk-integrations", + "repoUrl": "https://github.com/agentjido/req_llm", + "evidenceUrl": "https://github.com/agentjido/req_llm/blob/9cb0ee7a0fea5f3520fc953911d352c93193615e/README.md", + "source": { + "type": "github", + "label": "GitHub source", + "url": "https://github.com/agentjido/req_llm/blob/9cb0ee7a0fea5f3520fc953911d352c93193615e/README.md" + }, + "language": "Elixir", + "license": "Apache-2.0", + "starsAtCapture": 577, + "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。" + }, + "decision": { + "en": "Sends state and questions, normalizes answers and retains the raw provider response.", + "zh": "提交状态与判断题，将答案放入统一响应对象，并保留原始 provider 数据。" + }, + "verification": "source-reviewed", + "runtimeVerified": false + }, + { + "id": "bennykok:omg-dev", + "name": "Omg.dev", + "owner": "BennyKok", + "category": "browser-computer-use", + "repoUrl": "https://github.com/BennyKok/omg.dev", + "evidenceUrl": "https://github.com/BennyKok/omg.dev/blob/a00f56684a569ee417be787c148eaa9874946f2b/mobile/scripts/jev.ts", + "source": { + "type": "github", + "label": "GitHub source", + "url": "https://github.com/BennyKok/omg.dev/blob/a00f56684a569ee417be787c148eaa9874946f2b/mobile/scripts/jev.ts" + }, + "language": "TypeScript", + "license": "MIT", + "starsAtCapture": 531, + "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。" + }, + "decision": { + "en": "Chooses controls and checks completion or blockage before the test runner operates the UI.", + "zh": "判断要操作的控件、步骤是否完成或是否受阻，再由测试执行器操作界面。" + }, + "verification": "source-reviewed", + "runtimeVerified": false + }, + { + "id": "notque:vexjoy-agent", + "name": "Vexjoy Agent", + "owner": "notque", + "category": "routing-optimization", + "repoUrl": "https://github.com/notque/vexjoy-agent", + "evidenceUrl": "https://github.com/notque/vexjoy-agent/blob/ab51ee7da567e84f72f76d73b6e7b83cec5ef060/README.md", + "source": { + "type": "github", + "label": "GitHub source", + "url": "https://github.com/notque/vexjoy-agent/blob/ab51ee7da567e84f72f76d73b6e7b83cec5ef060/README.md" + }, + "language": "Python", + "license": "MIT", + "starsAtCapture": 420, + "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。" + }, + "decision": { + "en": "After deterministic routing guards, Jev judges the remaining candidates and required workflow components.", + "zh": "先判断是否需要路由，再从实际清单中选择候选；非法选择或调用失败交回原有流程。" + }, + "verification": "source-reviewed", + "runtimeVerified": false + }, + { + "id": "thruwire:foreman", + "name": "Foreman", + "owner": "thruwire", + "category": "developer-tools", + "repoUrl": "https://github.com/thruwire/foreman", + "evidenceUrl": "https://github.com/thruwire/foreman/blob/209182dac7a3467033fd093ab4ca47d21279984a/src/foreman/foreman/jev.py", + "source": { + "type": "github", + "label": "GitHub source", + "url": "https://github.com/thruwire/foreman/blob/209182dac7a3467033fd093ab4ca47d21279984a/src/foreman/foreman/jev.py" + }, + "language": "Python", + "license": "MIT", + "starsAtCapture": 344, + "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。" + }, + "decision": { + "en": "AsyncTypeSafeClient.system_one with default jev-latest sends Noul questions for supervision.", + "zh": "`AsyncTypeSafeClient.system_one`，默认 `jev-latest`，对监督问题发 Noul。" + }, + "verification": "source-reviewed", + "runtimeVerified": false + }, + { + "id": "wrongstack:wrongstack", + "name": "WrongStack", + "owner": "WrongStack", + "category": "routing-optimization", + "repoUrl": "https://github.com/WrongStack/WrongStack", + "evidenceUrl": "https://github.com/WrongStack/WrongStack/blob/4cf97c0aa4f855751949ee8e99c719d06f4c26e0/README.md", + "source": { + "type": "github", + "label": "GitHub source", + "url": "https://github.com/WrongStack/WrongStack/blob/4cf97c0aa4f855751949ee8e99c719d06f4c26e0/README.md" + }, + "language": "TypeScript", + "license": "MIT", + "starsAtCapture": 329, + "summary": { + "en": "An optional Jev dispatch classifier for choosing among WrongStack specialist Agents.", + "zh": "给 WrongStack 编程 Agent 增加一个可选分派助手。遇到多个相近的专长 Agent 时，用 Jev 判断谁更适合当前任务。" + }, + "decision": { + "en": "Jev evaluates the task against eligible specialists; local dispatch rules use the result.", + "zh": "从候选角色中选一个，同时判断有没有任何候选真正适合；不合适时交回原有策略。" + }, + "verification": "source-reviewed", + "runtimeVerified": false + }, + { + "id": "cognesy:instructor-php", + "name": "Instructor Php", + "owner": "cognesy", + "category": "sdk-integrations", + "repoUrl": "https://github.com/cognesy/instructor-php", + "evidenceUrl": "https://github.com/cognesy/instructor-php/blob/bb1160ce2360dcf1434788c46ee97809fe782ea3/README.md", + "source": { + "type": "github", + "label": "GitHub source", + "url": "https://github.com/cognesy/instructor-php/blob/bb1160ce2360dcf1434788c46ee97809fe782ea3/README.md" + }, + "language": "PHP", + "license": "MIT", + "starsAtCapture": 327, + "summary": { + "en": "A TypeSafe Decision driver within Instructor PHP’s Polyglot module.", + "zh": "Instructor PHP 的 Polyglot 模块内置 TypeSafe Decision 驱动。" + }, + "decision": { + "en": "Converts application state and typed questions into Jev requests and maps responses to PHP decision objects.", + "zh": "将业务状态和类型化问题转换为 Jev 请求，再映射为 PHP 决策响应。" + }, + "verification": "source-reviewed", + "runtimeVerified": false + }, + { + "id": "awlevin:typesafe-computer-use", + "name": "TypeSafe Computer Use", + "owner": "awlevin", + "category": "browser-computer-use", + "repoUrl": "https://github.com/awlevin/typesafe-computer-use", + "evidenceUrl": "https://github.com/awlevin/typesafe-computer-use/blob/cc7b5066ae1a07b5e3182e8f87a9b5b6dfdcffc1/typesafe_computer_use/decide.py", + "source": { + "type": "github", + "label": "GitHub source", + "url": "https://github.com/awlevin/typesafe-computer-use/blob/cc7b5066ae1a07b5e3182e8f87a9b5b6dfdcffc1/typesafe_computer_use/decide.py" + }, + "language": "Python", + "license": "MIT", + "starsAtCapture": 302, + "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。" + }, + "decision": { + "en": "Selects the next step from deterministically extracted controls and actions before desktop execution.", + "zh": "从确定性提取的控件与动作中选择下一步，执行器操作桌面。" + }, + "verification": "source-reviewed", + "runtimeVerified": false + }, + { + "id": "jev-review", + "name": "Jev Review", + "owner": "devagrawal09", + "category": "developer-tools", + "repoUrl": "https://github.com/devagrawal09/jev-review", + "evidenceUrl": "https://github.com/devagrawal09/jev-review/blob/31f89602797fb7bea007f8a480bf368bf564954e/src/review/judgments.ts#L38", + "source": { + "type": "github", + "label": "GitHub source", + "url": "https://github.com/devagrawal09/jev-review/blob/31f89602797fb7bea007f8a480bf368bf564954e/src/review/judgments.ts#L38" + }, + "language": "TypeScript", + "license": "MIT", + "starsAtCapture": 284, + "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。" + }, + "decision": { + "en": "Judges risk, files, evidence regions, mechanisms and severity before rule-based reviewer routing.", + "zh": "依次判断风险、文件、证据片段、问题机制和严重程度，再按规则选择审查路径。" + }, + "verification": "source-reviewed", + "runtimeVerified": false + }, + { + "id": "yonatangross:orchestkit", + "name": "Orchestkit", + "owner": "yonatangross", + "category": "developer-tools", + "repoUrl": "https://github.com/yonatangross/orchestkit", + "evidenceUrl": "https://github.com/yonatangross/orchestkit/blob/569095f35ce61a4881197dfb8117f4c3312e2bee/src/hooks/src/lib/session-category-provider.ts", + "source": { + "type": "github", + "label": "GitHub source", + "url": "https://github.com/yonatangross/orchestkit/blob/569095f35ce61a4881197dfb8117f4c3312e2bee/src/hooks/src/lib/session-category-provider.ts" + }, + "language": "TypeScript", + "license": "MIT", + "starsAtCapture": 278, + "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。" + }, + "decision": { + "en": "Classifies the first task prompt and branch state by work type; local policy accepts the result or falls back.", + "zh": "将首条任务提示与分支状态分类为开发、排错等工作类型；本地规则选择采用或回退。" + }, + "verification": "source-reviewed", + "runtimeVerified": false + }, + { + "id": "fhshaik:typesafe-mario", + "name": "TypeSafe Mario", + "owner": "fhshaik", + "category": "domain-tools", + "repoUrl": "https://github.com/fhshaik/typesafe-mario", + "evidenceUrl": "https://github.com/fhshaik/typesafe-mario/blob/ca22449ed187118d19326d1f54b01b6636578aa4/README.md", + "source": { + "type": "github", + "label": "GitHub source", + "url": "https://github.com/fhshaik/typesafe-mario/blob/ca22449ed187118d19326d1f54b01b6636578aa4/README.md" + }, + "language": "Python", + "license": "Unknown", + "starsAtCapture": 266, + "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。" + }, + "decision": { + "en": "Reads motion, enemies, terrain and recent controls, then selects a predefined legal action.", + "zh": "读取运动、敌人、地形及近期操作状态，从预设合法操作中选一项。" + }, + "verification": "source-reviewed", + "runtimeVerified": false + }, + { + "id": "cequence-io:openai-scala-client", + "name": "Openai Scala Client", + "owner": "cequence-io", + "category": "sdk-integrations", + "repoUrl": "https://github.com/cequence-io/openai-scala-client", + "evidenceUrl": "https://github.com/cequence-io/openai-scala-client/blob/cfabe8842344da713615d0121a7804840649eb46/README.md", + "source": { + "type": "github", + "label": "GitHub source", + "url": "https://github.com/cequence-io/openai-scala-client/blob/cfabe8842344da713615d0121a7804840649eb46/README.md" + }, + "language": "Scala", + "license": "MIT", + "starsAtCapture": 248, + "summary": { + "en": "A dedicated TypeSafe module in a Scala client that supports multiple AI providers.", + "zh": "让 Scala 应用也能接入 Jev。这个多模型客户端新增了独立 TypeSafe 模块，用状态和判断题获取结构化答案。" + }, + "decision": { + "en": "Sends shared state and typed questions to Jev and parses structured answers.", + "zh": "调用 System One 返回单选、评分和是非概率；可把受支持的封闭 JSON Schema 转成判断题。" + }, + "verification": "source-reviewed", + "runtimeVerified": false + }, + { + "id": "monotykamary:pi-fabric", + "name": "Pi Fabric", + "owner": "monotykamary", + "category": "sdk-integrations", + "repoUrl": "https://github.com/monotykamary/pi-fabric", + "evidenceUrl": "https://github.com/monotykamary/pi-fabric/blob/2e5fcdd94cc364445b115756edefcaab24f68928/README.md", + "source": { + "type": "github", + "label": "GitHub source", + "url": "https://github.com/monotykamary/pi-fabric/blob/2e5fcdd94cc364445b115756edefcaab24f68928/README.md" + }, + "language": "TypeScript", + "license": "MIT", + "starsAtCapture": 236, + "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。" + }, + "decision": { + "en": "Programmed questions feed Jev judgments into local action logic under runtime budgets.", + "zh": "对程序提交的状态做单选、是非判断或评分；循环和动作执行由本地程序控制。" + }, + "verification": "source-reviewed", + "runtimeVerified": false + }, + { + "id": "knuckles92:openwhisper", + "name": "OpenWhisper", + "owner": "Knuckles92", + "category": "interfaces", + "repoUrl": "https://github.com/Knuckles92/OpenWhisper", + "evidenceUrl": "https://github.com/Knuckles92/OpenWhisper/blob/9e83653df183096104769e302a3c907cb277c551/README.md", + "source": { + "type": "github", + "label": "GitHub source", + "url": "https://github.com/Knuckles92/OpenWhisper/blob/9e83653df183096104769e302a3c907cb277c551/README.md" + }, + "language": "Python", + "license": "MIT", + "starsAtCapture": 185, + "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。" + }, + "decision": { + "en": "Makes bounded transcript judgments for checkpoints, note-taking actions or screening before remote text cleanup.", + "zh": "对转录片段做有边界的判断，辅助触发会议检查点、记录操作或远程文本清理前的筛查。" + }, + "verification": "source-reviewed", + "runtimeVerified": false + }, + { + "id": "realzachi:pg-jev", + "name": "Pg JEV", + "owner": "realZachi", + "category": "search-data", + "repoUrl": "https://github.com/realZachi/pg-jev", + "evidenceUrl": "https://github.com/realZachi/pg-jev/blob/afd11fa856d7a2b831a1bfd8ee7f869ce8efcd62/sql/jev--0.2.0.sql", + "source": { + "type": "github", + "label": "GitHub source", + "url": "https://github.com/realZachi/pg-jev/blob/afd11fa856d7a2b831a1bfd8ee7f869ce8efcd62/sql/jev--0.2.0.sql" + }, + "language": "Shell", + "license": "PostgreSQL", + "starsAtCapture": 179, + "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。" + }, + "decision": { + "en": "Sends row content to Jev for a match decision, category, or score used by SQL conditions and ordering.", + "zh": "将行内容交给 Jev，返回是否匹配、类别或等级分数，供 SQL 条件与排序使用。" + }, + "verification": "source-reviewed", + "runtimeVerified": false + }, + { + "id": "quentincody:interlinked-cli", + "name": "Interlinked CLI", + "owner": "QuentinCody", + "category": "safety-review", + "repoUrl": "https://github.com/QuentinCody/interlinked-cli", + "evidenceUrl": "https://github.com/QuentinCody/interlinked-cli/blob/207330d8131c5203ecc74e9fd4c24ba416463718/src/harness/jev/client.ts#L14", + "source": { + "type": "github", + "label": "GitHub source", + "url": "https://github.com/QuentinCody/interlinked-cli/blob/207330d8131c5203ecc74e9fd4c24ba416463718/src/harness/jev/client.ts#L14" + }, + "language": "", + "license": "MIT", + "starsAtCapture": 177, + "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。" + }, + "decision": { + "en": "Assesses inputs such as test names, documentation claims and supporting evidence.", + "zh": "评估测试名称、文档声明和对应证据等输入，给规则流程补充语义判断。" + }, + "verification": "source-reviewed", + "runtimeVerified": false + }, + { + "id": "gargpratyush:jev-router", + "name": "JEV Router", + "owner": "gargpratyush", + "category": "routing-optimization", + "repoUrl": "https://github.com/gargpratyush/jev-router", + "evidenceUrl": "https://github.com/gargpratyush/jev-router/blob/38da6b84ea01241bfc41fbddc0928d0f40a703f0/src/policy.mjs#L1-L63", + "source": { + "type": "github", + "label": "GitHub source", + "url": "https://github.com/gargpratyush/jev-router/blob/38da6b84ea01241bfc41fbddc0928d0f40a703f0/src/policy.mjs#L1-L63" + }, + "language": "JavaScript", + "license": "MIT", + "starsAtCapture": 174, + "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。" + }, + "decision": { + "en": "Scores task, reasoning, and tool complexity, then chooses among the exact models the account can run; failures keep the current model.", + "zh": "三个 Score 衡量任务、推理和工具复杂度，再在可用模型上做 Choice；置信不足或 Jev 失败则保持当前模型。" + }, + "verification": "source-reviewed", + "runtimeVerified": false + }, + { + "id": "kitze:skillbox", + "name": "Skillbox", + "owner": "kitze", + "category": "routing-optimization", + "repoUrl": "https://github.com/kitze/skillbox", + "evidenceUrl": "https://github.com/kitze/skillbox/blob/d83ba4ecd254c8dfa6a759d1feb5141384e26a9e/README.md", + "source": { + "type": "github", + "label": "GitHub source", + "url": "https://github.com/kitze/skillbox/blob/d83ba4ecd254c8dfa6a759d1feb5141384e26a9e/README.md" + }, + "language": "TypeScript", + "license": "MIT", + "starsAtCapture": 165, + "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。" + }, + "decision": { + "en": "Jev scores task relevance among skills the client is allowed to access.", + "zh": "对候选技能逐项评估任务相关度，再由应用整理推荐结果。" + }, + "verification": "source-reviewed", + "runtimeVerified": false + }, + { + "id": "droidrun:mobile-jev", + "name": "Mobile JEV", + "owner": "droidrun", + "category": "browser-computer-use", + "repoUrl": "https://github.com/droidrun/mobile-jev", + "evidenceUrl": "https://github.com/droidrun/mobile-jev/blob/395fc222beac4f059f9a0beb337d114a2b066e99/scripts/mobile-agent/policy.mjs#L224", + "source": { + "type": "github", + "label": "GitHub source", + "url": "https://github.com/droidrun/mobile-jev/blob/395fc222beac4f059f9a0beb337d114a2b066e99/scripts/mobile-agent/policy.mjs#L224" + }, + "language": "", + "license": "MIT", + "starsAtCapture": 162, + "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。" + }, + "decision": { + "en": "Chooses apps, controls and next actions from phone state; Mobilerun executes them.", + "zh": "根据手机界面选择应用、控件和下一步动作，Mobilerun 执行操作。" + }, + "verification": "source-reviewed", + "runtimeVerified": false + }, + { + "id": "michaelliv:runline", + "name": "Runline", + "owner": "Michaelliv", + "category": "sdk-integrations", + "repoUrl": "https://github.com/Michaelliv/runline", + "evidenceUrl": "https://github.com/Michaelliv/runline/blob/6bdddfa82cd95b6b9a07e57fd93a271ae83a0d1b/README.md", + "source": { + "type": "github", + "label": "GitHub source", + "url": "https://github.com/Michaelliv/runline/blob/6bdddfa82cd95b6b9a07e57fd93a271ae83a0d1b/README.md" + }, + "language": "TypeScript", + "license": "Unknown", + "starsAtCapture": 162, + "summary": { + "en": "A TypeSafe plugin exposing Jev decisions as callable actions in Runline Agent JavaScript.", + "zh": "Runline 的 TypeSafe 插件，把 Jev 判断作为 Agent JavaScript 可调用的动作。" + }, + "decision": { + "en": "evaluate, choice, score and noul actions submit questions and retain answers and usage.", + "zh": "evaluate、choice、score、noul 等动作提交问题并保留模型答案和用量。" + }, + "verification": "source-reviewed", + "runtimeVerified": false + }, + { + "id": "superagents-lab:jev-search", + "name": "JEV Search", + "owner": "superagents-lab", + "category": "search-data", + "repoUrl": "https://github.com/superagents-lab/jev-search", + "evidenceUrl": "https://github.com/superagents-lab/jev-search/blob/522868762f0637b20bf533f136e930cceb83b9f3/src/lib/typesafe.ts#L48", + "source": { + "type": "github", + "label": "GitHub source", + "url": "https://github.com/superagents-lab/jev-search/blob/522868762f0637b20bf533f136e930cceb83b9f3/src/lib/typesafe.ts#L48" + }, + "language": "", + "license": "MIT", + "starsAtCapture": 146, + "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。" + }, + "decision": { + "en": "Judges search intent, source and time settings, and relevance of individual results.", + "zh": "判断查询意图、来源与时间条件，并给各条搜索结果打相关性分数。" + }, + "verification": "source-reviewed", + "runtimeVerified": false + }, + { + "id": "wy-coliney:jev-browser-use", + "name": "JEV Browser Use", + "owner": "wy-coliney", + "category": "browser-computer-use", + "repoUrl": "https://github.com/wy-coliney/jev-browser-use", + "evidenceUrl": "https://github.com/wy-coliney/jev-browser-use/blob/f14b60e0ae1ee90cd73eb6650e30a666a84c021a/skills/jev-browser-use/bridge.mjs", + "source": { + "type": "github", + "label": "GitHub source", + "url": "https://github.com/wy-coliney/jev-browser-use/blob/f14b60e0ae1ee90cd73eb6650e30a666a84c021a/skills/jev-browser-use/bridge.mjs" + }, + "language": "JavaScript", + "license": "MIT", + "starsAtCapture": 136, + "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。" + }, + "decision": { + "en": "Sends page state and permitted candidates to Jev; the existing browser connection executes the actions.", + "zh": "将页面状态与可执行候选交给 Jev，现有浏览器连接负责执行动作。" + }, + "verification": "source-reviewed", + "runtimeVerified": false + }, + { + "id": "niazmorshed2007:jev-review", + "name": "JEV Review", + "owner": "NiazMorshed2007", + "category": "developer-tools", + "repoUrl": "https://github.com/NiazMorshed2007/jev-review", + "evidenceUrl": "https://github.com/NiazMorshed2007/jev-review/blob/57690af54ef7d862c2483342c1e61c14dffcf727/README.md", + "source": { + "type": "github", + "label": "GitHub source", + "url": "https://github.com/NiazMorshed2007/jev-review/blob/57690af54ef7d862c2483342c1e61c14dffcf727/README.md" + }, + "language": "TypeScript", + "license": "MIT", + "starsAtCapture": 126, + "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。" + }, + "decision": { + "en": "Jev scores correctness, complexity, tests and security; code ranks areas to improve.", + "zh": "Jev 对正确性、复杂度、测试和安全等维度评分，程序汇总优先改进项。" + }, + "verification": "source-reviewed", + "runtimeVerified": false + }, + { + "id": "danieljvdm:effect-agent", + "name": "Effect Agent", + "owner": "danieljvdm", + "category": "sdk-integrations", + "repoUrl": "https://github.com/danieljvdm/effect-agent", + "evidenceUrl": "https://github.com/danieljvdm/effect-agent/blob/88005e497e9b627eeb16d670f278903c57601da9/README.md", + "source": { + "type": "github", + "label": "GitHub source", + "url": "https://github.com/danieljvdm/effect-agent/blob/88005e497e9b627eeb16d670f278903c57601da9/README.md" + }, + "language": "TypeScript", + "license": "MIT", + "starsAtCapture": 119, + "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。" + }, + "decision": { + "en": "Jev answers probability, choice and score questions for application transitions or model selection.", + "zh": "Jev 回答概率、选择和评分问题，应用按结果执行状态转换或选择模型。" + }, + "verification": "source-reviewed", + "runtimeVerified": false + }, + { + "id": "jkudish:jev-browser", + "name": "JEV Browser", + "owner": "jkudish", + "category": "browser-computer-use", + "repoUrl": "https://github.com/jkudish/jev-browser", + "evidenceUrl": "https://github.com/jkudish/jev-browser/blob/8d90c51bedbe7cd07596bfaa532ded019a31d2a8/src/navigate.ts#L1", + "source": { + "type": "github", + "label": "GitHub source", + "url": "https://github.com/jkudish/jev-browser/blob/8d90c51bedbe7cd07596bfaa532ded019a31d2a8/src/navigate.ts#L1" + }, + "language": "", + "license": "MIT", + "starsAtCapture": 117, + "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。" + }, + "decision": { + "en": "Chooses DOM actions and judges goal completion or stalled progress; a separate model can supply typed text.", + "zh": "从 DOM 控件选择点击、输入、选择或滚动，并判断目标是否完成、流程是否卡住。" + }, + "verification": "source-reviewed", + "runtimeVerified": false + }, + { + "id": "kitze:unclutter", + "name": "Unclutter", + "owner": "kitze", + "category": "safety-review", + "repoUrl": "https://github.com/kitze/unclutter", + "evidenceUrl": "https://github.com/kitze/unclutter/blob/9ef9beccc1e57b4e3115ae68644b8fc9c19c29f6/lib/jev.ts", + "source": { + "type": "github", + "label": "GitHub source", + "url": "https://github.com/kitze/unclutter/blob/9ef9beccc1e57b4e3115ae68644b8fc9c19c29f6/lib/jev.ts" + }, + "language": "TypeScript", + "license": "MIT", + "starsAtCapture": 110, + "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。" + }, + "decision": { + "en": "Evaluates candidate page elements before the extension applies local hiding rules.", + "zh": "对候选页面元素做结构化判断，再由扩展应用本地隐藏规则。" + }, + "verification": "source-reviewed", + "runtimeVerified": false + }, + { + "id": "typesafe-ai:typesafe-sdk-python", + "name": "TypeSafe SDK Python", + "owner": "typesafe-ai", + "category": "sdk-integrations", + "repoUrl": "https://github.com/typesafe-ai/typesafe-sdk-python", + "evidenceUrl": "https://github.com/typesafe-ai/typesafe-sdk-python/blob/2ce5c65f13646cab6e6f782328194c9d85f3300a/src/typesafe_sdk/_core/client/sync/client.py#L206-L221", + "source": { + "type": "github", + "label": "GitHub source", + "url": "https://github.com/typesafe-ai/typesafe-sdk-python/blob/2ce5c65f13646cab6e6f782328194c9d85f3300a/src/typesafe_sdk/_core/client/sync/client.py#L206-L221" + }, + "language": "Python", + "license": "MIT", + "starsAtCapture": 101, + "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。" + }, + "decision": { + "en": "system_one sends context and choice, score or yes/no questions to the API, then parses answers by question name.", + "zh": "system_one 将上下文与选择、评分或是非问题提交到 API，并按问题名称解析返回的回答。" + }, + "verification": "source-reviewed", + "runtimeVerified": false + }, + { + "id": "vinilana:jev-eval-agent", + "name": "JEV Eval Agent", + "owner": "vinilana", + "category": "domain-tools", + "repoUrl": "https://github.com/vinilana/jev-eval-agent", + "evidenceUrl": "https://github.com/vinilana/jev-eval-agent/blob/037de1120c84b4b63cdf748e2acf258ff66d7731/agent/lib/jev-router.ts#L1-L154", + "source": { + "type": "github", + "label": "GitHub source", + "url": "https://github.com/vinilana/jev-eval-agent/blob/037de1120c84b4b63cdf748e2acf258ff66d7731/agent/lib/jev-router.ts#L1-L154" + }, + "language": "HTML", + "license": "Unknown", + "starsAtCapture": 87, + "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。" + }, + "decision": { + "en": "Employs Jev for two-stage discrete pruning over tool catalogs, narrowing extensive tool lists down to relevant candidates in milliseconds.", + "zh": "利用 Jev 对上百个工具元数据进行两级离散筛选和相关性判定，把候选工具集从百级快速裁剪至少量候选。" + }, + "verification": "source-reviewed", + "runtimeVerified": false + }, + { + "id": "rokcso:bluenoise", + "name": "Bluenoise", + "owner": "rokcso", + "category": "agent-workflows", + "repoUrl": "https://github.com/rokcso/bluenoise", + "evidenceUrl": "https://github.com/rokcso/bluenoise/blob/ef81ea7a7c3677501d6de8f9235a4d6a866b573a/entrypoints/background.ts", + "source": { + "type": "github", + "label": "GitHub source", + "url": "https://github.com/rokcso/bluenoise/blob/ef81ea7a7c3677501d6de8f9235a4d6a866b573a/entrypoints/background.ts" + }, + "language": "TypeScript", + "license": "MIT", + "starsAtCapture": 83, + "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。" + }, + "decision": { + "en": "When experimental AI is enabled, Jev evaluates replies missed by rules and local thresholds decide whether to hide them.", + "zh": "启用实验性 AI 后，将未命中规则的回复交给 Jev 评估，再由本地阈值决定是否隐藏。" + }, + "verification": "source-reviewed", + "runtimeVerified": false + }, + { + "id": "typesafe-mcp", + "name": "TypeSafe MCP", + "owner": "itsmostafa", + "category": "developer-tools", + "repoUrl": "https://github.com/itsmostafa/typesafe-mcp", + "evidenceUrl": "https://github.com/itsmostafa/typesafe-mcp/blob/0c9f35d9b1859189fc7e7d01947061f311ca6dde/README.md", + "source": { + "type": "github", + "label": "GitHub source", + "url": "https://github.com/itsmostafa/typesafe-mcp/blob/0c9f35d9b1859189fc7e7d01947061f311ca6dde/README.md" + }, + "language": "Go", + "license": "MIT", + "starsAtCapture": 80, + "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。" + }, + "decision": { + "en": "Submits state and Choice, Score or Noul questions and returns structured answers with probabilities.", + "zh": "把状态和 Choice、Score、Noul 问题交给 Jev，返回答案与概率。" + }, + "verification": "source-reviewed", + "runtimeVerified": false + }, + { + "id": "mrnugget:jev-shell-history", + "name": "JEV Shell History", + "owner": "mrnugget", + "category": "developer-tools", + "repoUrl": "https://github.com/mrnugget/jev-shell-history", + "evidenceUrl": "https://github.com/mrnugget/jev-shell-history/blob/4b2b75d26c0ccf5726263904514a22a8e11659ea/src/suggest.ts#L1-L196", + "source": { + "type": "github", + "label": "GitHub source", + "url": "https://github.com/mrnugget/jev-shell-history/blob/4b2b75d26c0ccf5726263904514a22a8e11659ea/src/suggest.ts#L1-L196" + }, + "language": "TypeScript", + "license": "Unknown", + "starsAtCapture": 57, + "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。" + }, + "decision": { + "en": "Packages current command input and historical candidates into a Jev request, ranking the most plausible command for inline suggestion.", + "zh": "将当前敲入的命令前缀与本地 Zsh 历史候选组装为 Jev 请求，由 Jev 评估最佳补全项，仅做行内建议而不自动执行。" + }, + "verification": "source-reviewed", + "runtimeVerified": false + }, + { + "id": "jev-codex-router", + "name": "JEV Codex Router", + "owner": "0xNatoshi", + "category": "routing-optimization", + "repoUrl": "https://github.com/0xNatoshi/jev-codex-router", + "evidenceUrl": "https://github.com/0xNatoshi/jev-codex-router/blob/8292b519659280884627a962c826ac7721136a64/server/jev_server.py", + "source": { + "type": "github", + "label": "GitHub source", + "url": "https://github.com/0xNatoshi/jev-codex-router/blob/8292b519659280884627a962c826ac7721136a64/server/jev_server.py" + }, + "language": "Python", + "license": "MIT", + "starsAtCapture": 53, + "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。" + }, + "decision": { + "en": "Classifies task difficulty and reasoning needs before local policy selects a model configuration.", + "zh": "对当前轮次的任务层级与推理需求分类，本地规则据此选择模型配置。" + }, + "verification": "source-reviewed", + "runtimeVerified": false + }, + { + "id": "realzachi:typesafe-adblock", + "name": "TypeSafe Adblock", + "owner": "realZachi", + "category": "browser-computer-use", + "repoUrl": "https://github.com/realZachi/typesafe-adblock", + "evidenceUrl": "https://github.com/realZachi/typesafe-adblock/blob/7e067d243d87b7fe4d511653c0ddcd77b9beee18/src/typesafe.js", + "source": { + "type": "github", + "label": "GitHub source", + "url": "https://github.com/realZachi/typesafe-adblock/blob/7e067d243d87b7fe4d511653c0ddcd77b9beee18/src/typesafe.js" + }, + "language": "JavaScript", + "license": "MIT", + "starsAtCapture": 50, + "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。" + }, + "decision": { + "en": "Batches element text, labels, and link information into Noul questions and applies a threshold.", + "zh": "对元素文本、标签和链接等信息批量询问 Noul，按阈值应用页面操作。" + }, + "verification": "source-reviewed", + "runtimeVerified": false + }, + { + "id": "valentynkit:jev-skip", + "name": "JEV Skip", + "owner": "valentynkit", + "category": "agent-workflows", + "repoUrl": "https://github.com/valentynkit/jev-skip", + "evidenceUrl": "https://github.com/valentynkit/jev-skip/blob/6837e3e0f1a48cbfc48c85415d99bcfe3eaf0628/README.md", + "source": { + "type": "github", + "label": "GitHub source", + "url": "https://github.com/valentynkit/jev-skip/blob/6837e3e0f1a48cbfc48c85415d99bcfe3eaf0628/README.md" + }, + "language": "", + "license": "MIT", + "starsAtCapture": 1, + "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。" + }, + "decision": { + "en": "One Choice per caption segment among content, sponsor, intro, outro, self_promo, recap, and other. Painted categories sponsor, self_promo, intro, outro, and recap skip when probability is at or above the threshold; content and other never skip.", + "zh": "每个字幕片段一个 Choice：content、sponsor、intro、outro、self_promo、recap 或 other。绘制并跳过的是 PAINTED 五类（sponsor、self_promo、intro、outro、recap）里概率达到阈值的片段；content 和 other 不跳过。" + }, + "verification": "source-reviewed", + "runtimeVerified": false + }, + { + "id": "valentynkit:jev-commit", + "name": "JEV Commit", + "owner": "valentynkit", + "category": "agent-workflows", + "repoUrl": "https://github.com/valentynkit/jev-commit", + "evidenceUrl": "https://github.com/valentynkit/jev-commit/blob/311e163b8abb9c333132155bc2e0bbfac4f36283/README.md", + "source": { + "type": "github", + "label": "GitHub source", + "url": "https://github.com/valentynkit/jev-commit/blob/311e163b8abb9c333132155bc2e0bbfac4f36283/README.md" + }, + "language": "", + "license": "MIT", + "starsAtCapture": 0, + "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。" + }, + "decision": { + "en": "Five Noul questions in one request: checkable message, hunk match, debug leftovers, unmentioned work, and credential-shaped added lines. Default blocking is the regex belt; secret_shaped participates only under --strict.", + "zh": "一次请求里五个 Noul：说明是否可核对、是否与 hunk 相符、是否留下调试代码、是否有未提及改动、新增行是否像密钥。默认拦截来自正则腰带；secret_shaped 只在 --strict 下参与拦截。" + }, + "verification": "source-reviewed", + "runtimeVerified": false + }, + { + "id": "valentynkit:jev-nvim", + "name": "Jev.nvim", + "owner": "valentynkit", + "category": "agent-workflows", + "repoUrl": "https://github.com/valentynkit/jev.nvim", + "evidenceUrl": "https://github.com/valentynkit/jev.nvim/blob/a1577b0ec874208377e5f38496577d2b8797ab11/README.md", + "source": { + "type": "github", + "label": "GitHub source", + "url": "https://github.com/valentynkit/jev.nvim/blob/a1577b0ec874208377e5f38496577d2b8797ab11/README.md" + }, + "language": "", + "license": "MIT", + "starsAtCapture": 0, + "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。" + }, + "decision": { + "en": "Scores each Treesitter function against the user question, splitting across requests if the buffer does not fit. Every hit is listed in quickfix; only hits at or above the threshold get buffer marks.", + "zh": "把同一问题套到每个函数的源码上，返回概率；装不下就拆成多次请求。全部命中写入 quickfix，只有达到阈值的才打 virtual text 标记。" + }, + "verification": "source-reviewed", + "runtimeVerified": false + }, + { + "id": "standardagents:jevpilot", + "name": "Jevpilot", + "owner": "standardagents", + "category": "domain-tools", + "repoUrl": "https://github.com/standardagents/jevpilot", + "evidenceUrl": "https://github.com/standardagents/jevpilot/blob/e1beeb13b9a928fb76f167f86af584f4ce9cf180/README.md", + "source": { + "type": "github", + "label": "GitHub source", + "url": "https://github.com/standardagents/jevpilot/blob/e1beeb13b9a928fb76f167f86af584f4ce9cf180/README.md" + }, + "language": "JavaScript", + "license": "Unknown", + "starsAtCapture": 77, + "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。" + }, + "decision": { + "en": "Jev reads road and traffic state and selects motion; geometry, collision prediction and braking remain local.", + "zh": "读取路况、附近车辆和候选轨迹，选择转向与速度；碰撞预测和紧急刹车由代码处理。" + }, + "verification": "source-reviewed", + "runtimeVerified": false + }, + { + "id": "romanslack:jev-drone", + "name": "JEV Drone", + "owner": "RomanSlack", + "category": "domain-tools", + "repoUrl": "https://github.com/RomanSlack/jev-drone", + "evidenceUrl": "https://github.com/RomanSlack/jev-drone/blob/cbeb53ce4f17a06ea490ae43effcdad231143610/tactics.py#L184", + "source": { + "type": "github", + "label": "GitHub source", + "url": "https://github.com/RomanSlack/jev-drone/blob/cbeb53ce4f17a06ea490ae43effcdad231143610/tactics.py#L184" + }, + "language": "Python", + "license": "MIT", + "starsAtCapture": 66, + "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。" + }, + "decision": { + "en": "Uses range sectors, obstacle heights and target state to choose maneuvers and assess risk or target loss.", + "zh": "根据距离扇区、障碍高度与目标状态选择机动、评估风险和目标丢失状态。" + }, + "verification": "source-reviewed", + "runtimeVerified": false + }, + { + "id": "trungdq88:youtube-sponsor-detection", + "name": "Youtube Sponsor Detection", + "owner": "trungdq88", + "category": "interfaces", + "repoUrl": "https://github.com/trungdq88/youtube-sponsor-detection", + "evidenceUrl": "https://github.com/trungdq88/youtube-sponsor-detection/blob/de01f0568d043035889a296a61ce21e0accc8b16/extension/lib/jev.js#L1-L541", + "source": { + "type": "github", + "label": "GitHub source", + "url": "https://github.com/trungdq88/youtube-sponsor-detection/blob/de01f0568d043035889a296a61ce21e0accc8b16/extension/lib/jev.js#L1-L541" + }, + "language": "JavaScript", + "license": "Unknown", + "starsAtCapture": 61, + "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。" + }, + "decision": { + "en": "Inspects transcript segments with Jev to identify sponsor reads while browser code handles playback timeline skipping.", + "zh": "提取视频字幕或音频转录切片，由 Jev 判定当前片段是否属于赞助商宣传读条，代码引擎控制时间戳与播放器快进。" + }, + "verification": "source-reviewed", + "runtimeVerified": false + }, + { + "id": "chetaslua:jevmeter", + "name": "Jevmeter", + "owner": "ChetasLua", + "category": "interfaces", + "repoUrl": "https://github.com/ChetasLua/jevmeter", + "evidenceUrl": "https://github.com/ChetasLua/jevmeter/blob/cbf8e117b5b8835e3294c3a8ee652c7dfa737a9a/jevmeter/score.py", + "source": { + "type": "github", + "label": "GitHub source", + "url": "https://github.com/ChetasLua/jevmeter/blob/cbf8e117b5b8835e3294c3a8ee652c7dfa737a9a/jevmeter/score.py" + }, + "language": "Python", + "license": "MIT", + "starsAtCapture": 58, + "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。" + }, + "decision": { + "en": "Scores transcript sentences with preset questions and scales for meters placed on the video timeline.", + "zh": "逐句读取转录文本，按预设问题和尺度返回分数，供时间轴上的仪表使用。" + }, + "verification": "source-reviewed", + "runtimeVerified": false + }, + { + "id": "captaincore:captaincore", + "name": "Captaincore", + "owner": "CaptainCore", + "category": "safety-review", + "repoUrl": "https://github.com/CaptainCore/captaincore", + "evidenceUrl": "https://github.com/CaptainCore/captaincore/blob/f54e0669350707b2f4f4c67a0130fdd6574bd0b5/cmd/typesafe.go", + "source": { + "type": "github", + "label": "GitHub source", + "url": "https://github.com/CaptainCore/captaincore/blob/f54e0669350707b2f4f4c67a0130fdd6574bd0b5/cmd/typesafe.go" + }, + "language": "Go", + "license": "MIT", + "starsAtCapture": 71, + "summary": { + "en": "Jev commands in the WordPress toolkit CaptainCore answer structured questions and prioritize malware scanner findings for review.", + "zh": "WordPress 运维工具 CaptainCore 的 Jev 命令，可询问结构化问题，并给恶意代码扫描结果排复核优先级。" + }, + "decision": { + "en": "Sends scan rules, matched snippets, and file context to Jev to assess likely true positives and suggested handling.", + "zh": "把扫描规则、命中片段与文件上下文交给 Jev，判断真阳性可能性和建议处理方式。" + }, + "verification": "source-reviewed", + "runtimeVerified": false + }, + { + "id": "giuliosmall:pg_typesafe", + "name": "Pg TypeSafe", + "owner": "giuliosmall", + "category": "search-data", + "repoUrl": "https://github.com/giuliosmall/pg_typesafe", + "evidenceUrl": "https://github.com/giuliosmall/pg_typesafe/blob/4b5bfc1df11b18c3f07bb10804eeb47e4508ec6a/typesafe.c", + "source": { + "type": "github", + "label": "GitHub source", + "url": "https://github.com/giuliosmall/pg_typesafe/blob/4b5bfc1df11b18c3f07bb10804eeb47e4508ec6a/typesafe.c" + }, + "language": "C", + "license": "MIT", + "starsAtCapture": 76, + "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。" + }, + "decision": { + "en": "Converts SQL input into System One requests and returns answers through database functions.", + "zh": "将 SQL 输入转换为 System One 请求，并把答案返回给数据库函数。" + }, + "verification": "source-reviewed", + "runtimeVerified": false + }, + { + "id": "featherless-ai:simple-jev", + "name": "Simple JEV", + "owner": "featherless-ai", + "category": "sdk-integrations", + "repoUrl": "https://github.com/featherless-ai/simple-jev", + "evidenceUrl": "https://github.com/featherless-ai/simple-jev/blob/0dd5396ffce671ab7c4bfc031506d8e558cf8d23/demos/jevpilot/src/simple-jev-api.js#L1-L85", + "source": { + "type": "github", + "label": "GitHub source", + "url": "https://github.com/featherless-ai/simple-jev/blob/0dd5396ffce671ab7c4bfc031506d8e558cf8d23/demos/jevpilot/src/simple-jev-api.js#L1-L85" + }, + "language": "Python", + "license": "Unknown", + "starsAtCapture": 168, + "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。" + }, + "decision": { + "en": "Extracts log-probabilities of candidate tokens from model vocabulary logits, formatting them into standard Jev responses.", + "zh": "通过分析输入文本在模型词表中的 logits 分布，将候选项映射为标准 Jev 离散概率输出。" + }, + "verification": "source-reviewed", + "runtimeVerified": false + }, + { + "id": "typesafe-ai:typesafe-sdk-js", + "name": "TypeSafe SDK Js", + "owner": "typesafe-ai", + "category": "sdk-integrations", + "repoUrl": "https://github.com/typesafe-ai/typesafe-sdk-js", + "evidenceUrl": "https://github.com/typesafe-ai/typesafe-sdk-js/blob/66880ccded6cb642dc1809620c2b108c33730214/README.md", + "source": { + "type": "github", + "label": "GitHub source", + "url": "https://github.com/typesafe-ai/typesafe-sdk-js/blob/66880ccded6cb642dc1809620c2b108c33730214/README.md" + }, + "language": "TypeScript", + "license": "MIT", + "starsAtCapture": 139, + "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。" + }, + "decision": { + "en": "systemOne submits state and named questions and infers answer types from the questions.", + "zh": "systemOne 提交状态与命名问题，并按问题类型推导返回答案。" + }, + "verification": "source-reviewed", + "runtimeVerified": false + }, + { + "id": "hackclub:ai", + "name": "AI", + "owner": "hackclub", + "category": "sdk-integrations", + "repoUrl": "https://github.com/hackclub/ai", + "evidenceUrl": "https://github.com/hackclub/ai/blob/a76ea2cb159f707a60107935a5b2e0dbdc7455f5/README.md", + "source": { + "type": "github", + "label": "GitHub source", + "url": "https://github.com/hackclub/ai/blob/a76ea2cb159f707a60107935a5b2e0dbdc7455f5/README.md" + }, + "language": "TypeScript", + "license": "Unknown", + "starsAtCapture": 133, + "summary": { + "en": "A Jev forwarding endpoint in the Hack Club AI proxy, using its authentication, limits and usage logging.", + "zh": "Hack Club AI 代理中的 Jev 转发接口，复用已有鉴权、限额和用量记录。" + }, + "decision": { + "en": "Forwards authorized structured requests to TypeSafe and returns answers with usage accounting.", + "zh": "把获准用户的结构化请求转发到 TypeSafe，返回模型结果并记录用量。" + }, + "verification": "source-reviewed", + "runtimeVerified": false + }, + { + "id": "ldbumble:taskuary", + "name": "Taskuary", + "owner": "ldbumble", + "category": "developer-tools", + "repoUrl": "https://github.com/ldbumble/taskuary", + "evidenceUrl": "https://github.com/ldbumble/taskuary/blob/4ad29d7b292a7899767338cfcc83b2dde8f43330/README.md", + "source": { + "type": "github", + "label": "GitHub source", + "url": "https://github.com/ldbumble/taskuary/blob/4ad29d7b292a7899767338cfcc83b2dde8f43330/README.md" + }, + "language": "Python", + "license": "MIT", + "starsAtCapture": 105, + "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。" + }, + "decision": { + "en": "Turns conditions into yes/no probability questions and returns local-threshold verdicts plus probabilities.", + "zh": "把条件转成 yes/no 概率问题，按本地阈值返回布尔结果和原始概率。" + }, + "verification": "source-reviewed", + "runtimeVerified": false + }, + { + "id": "moritzkremb:jev-voice-browser", + "name": "JEV Voice Browser", + "owner": "moritzkremb", + "category": "browser-computer-use", + "repoUrl": "https://github.com/moritzkremb/jev-voice-browser", + "evidenceUrl": "https://github.com/moritzkremb/jev-voice-browser/blob/054db0f3dbf537af63a8117632d3f941ccd520e1/src/jev.js#L123", + "source": { + "type": "github", + "label": "GitHub source", + "url": "https://github.com/moritzkremb/jev-voice-browser/blob/054db0f3dbf537af63a8117632d3f941ccd520e1/src/jev.js#L123" + }, + "language": "", + "license": "MIT", + "starsAtCapture": 84, + "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。" + }, + "decision": { + "en": "Chooses intent, elements, URLs or verbatim spans and judges command completeness and sensitive actions.", + "zh": "选择意图、元素、网址或原文片段，并判断口令是否完整、是否涉及敏感动作。" + }, + "verification": "source-reviewed", + "runtimeVerified": false + }, + { + "id": "jev-mcp", + "name": "JEV MCP", + "owner": "jkudish", + "category": "developer-tools", + "repoUrl": "https://github.com/jkudish/jev-mcp", + "evidenceUrl": "https://github.com/jkudish/jev-mcp/blob/89f88b90c3180184d56961160e7178e64c98e468/src/provider.ts#L127", + "source": { + "type": "github", + "label": "GitHub source", + "url": "https://github.com/jkudish/jev-mcp/blob/89f88b90c3180184d56961160e7178e64c98e468/src/provider.ts#L127" + }, + "language": "TypeScript", + "license": "MIT", + "starsAtCapture": 75, + "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。" + }, + "decision": { + "en": "Uses typed questions to assess evidence support, content risk and candidate relevance.", + "zh": "用 Choice、Noul 等问题评估证据支持、内容风险和候选相关性。" + }, + "verification": "source-reviewed", + "runtimeVerified": false + }, + { + "id": "pithings:advocaat", + "name": "Advocaat", + "owner": "pithings", + "category": "sdk-integrations", + "repoUrl": "https://github.com/pithings/advocaat", + "evidenceUrl": "https://github.com/pithings/advocaat/blob/bc46287fc1102b95852a81d679c6e34a2c44f4a2/README.md", + "source": { + "type": "github", + "label": "GitHub source", + "url": "https://github.com/pithings/advocaat/blob/bc46287fc1102b95852a81d679c6e34a2c44f4a2/README.md" + }, + "language": "TypeScript", + "license": "MIT", + "starsAtCapture": 75, + "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。" + }, + "decision": { + "en": "Combines yes/no, Choice and Score questions and maps responses to typed values.", + "zh": "将带类型的问题转成 System One 请求，并把命名答案映射回调用方。" + }, + "verification": "source-reviewed", + "runtimeVerified": false + }, + { + "id": "y0usaf:pi-jev", + "name": "Pi JEV", + "owner": "y0usaf", + "category": "safety-review", + "repoUrl": "https://github.com/y0usaf/pi-jev", + "evidenceUrl": "https://github.com/y0usaf/pi-jev/blob/b3478fd4ca1ac8ffcb703f6dc8d6069b555f531e/README.md", + "source": { + "type": "github", + "label": "GitHub source", + "url": "https://github.com/y0usaf/pi-jev/blob/b3478fd4ca1ac8ffcb703f6dc8d6069b555f531e/README.md" + }, + "language": "TypeScript", + "license": "MIT", + "starsAtCapture": 70, + "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。" + }, + "decision": { + "en": "Jev scores destructive actions, scope and output risks; configuration chooses warnings or confirmation.", + "zh": "Jev 给破坏性、越权和输出风险打分，配置决定提示还是请求确认。" + }, + "verification": "source-reviewed", + "runtimeVerified": false + }, + { + "id": "devmortimer:pi-warden", + "name": "Pi Warden", + "owner": "DevMortimer", + "category": "safety-review", + "repoUrl": "https://github.com/DevMortimer/pi-warden", + "evidenceUrl": "https://github.com/DevMortimer/pi-warden/blob/e6c801679464b1a9624225114eb5fb443c27d823/src/guard.ts", + "source": { + "type": "github", + "label": "GitHub source", + "url": "https://github.com/DevMortimer/pi-warden/blob/e6c801679464b1a9624225114eb5fb443c27d823/src/guard.ts" + }, + "language": "TypeScript", + "license": "MIT", + "starsAtCapture": 67, + "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。" + }, + "decision": { + "en": "Uses Jev to judge rule violations, irreversible actions, and task drift, feeding results back to the Agent.", + "zh": "用 Jev 判断写入是否违反规则、操作是否不可逆或偏离任务，并把结果反馈到 Agent。" + }, + "verification": "source-reviewed", + "runtimeVerified": false + }, + { + "id": "razorback16:openjev", + "name": "Openjev", + "owner": "razorback16", + "category": "sdk-integrations", + "repoUrl": "https://github.com/razorback16/openjev", + "evidenceUrl": "https://github.com/razorback16/openjev/blob/91d5005effcf8cc0ecccaa9538ceabbb130fef59/openjev/api.py", + "source": { + "type": "github", + "label": "GitHub source", + "url": "https://github.com/razorback16/openjev/blob/91d5005effcf8cc0ecccaa9538ceabbb130fef59/openjev/api.py" + }, + "language": "Python", + "license": "Apache-2.0", + "starsAtCapture": 50, + "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。" + }, + "decision": { + "en": "Accepts Jev-style state and Noul, Choice, and Score questions, producing probabilities with a local model.", + "zh": "接受与 Jev 相似的状态和 Noul、Choice、Score 问题，由本地模型产生概率结果。" + }, + "verification": "source-reviewed", + "runtimeVerified": false } ] } diff --git a/scripts/import-competitor-supplement.mjs b/scripts/import-competitor-supplement.mjs new file mode 100644 index 0000000..e7fda20 --- /dev/null +++ b/scripts/import-competitor-supplement.mjs @@ -0,0 +1,363 @@ +#!/usr/bin/env node +/** + * One-off: select ~56 high-value projects from competitor missing pool + * and merge into data/projects.json (keep existing 44 untouched). + * Target total ~100. Prefer stars >= 50, then distinctive decision-point fills. + */ +import { readFile, writeFile, mkdir } from 'node:fs/promises'; +import { dirname, resolve } from 'node:path'; +import { fileURLToPath } from 'node:url'; + +const __dirname = dirname(fileURLToPath(import.meta.url)); +const ROOT = resolve(__dirname, '..'); + +const TARGET_TOTAL = 100; +const TARGET_ADDED = TARGET_TOTAL - 44; // ~56 +const STAR_FLOOR = 50; + +const CATEGORY_MAP = { + 'Browser & OS Action': 'browser-computer-use', + 'SDK & Decision Frameworks': 'sdk-integrations', + 'SDK & Integrations': 'sdk-integrations', + 'Routing & Cost Optimization': 'routing-optimization', + 'Security & Guardrails': 'safety-review', + 'Domain & Vertical Tools': 'domain-tools', + 'High-Frequency & Simulation': 'domain-tools', + 'Data & Search': 'search-data', + 'MCP & Integrations': 'developer-tools', + 'CLI & Pipelines': 'developer-tools', + 'Evaluation & Observability': 'developer-tools', + 'Codebase & Graph Pathfinding': 'developer-tools', + 'Context GC & Filter': 'agent-workflows', + 'Decision Tools': 'agent-workflows', + 'Classification & Taxonomy': 'agent-workflows', + 'Creative Tools': 'interfaces', + 'Voice & Conversation': 'interfaces', +}; + +const args = process.argv.slice(2); +function argValue(flag, fallback) { + const i = args.indexOf(flag); + return i >= 0 && args[i + 1] ? args[i + 1] : fallback; +} + +const competitorPath = resolve( + argValue('--competitor', resolve(ROOT, '../.local-jev/competitor-projects.json')), +); +const missingPath = resolve( + argValue('--missing', resolve(ROOT, '../.local-jev/missing.json')), +); +const cataloguePath = resolve(argValue('--catalogue', resolve(ROOT, 'data/projects.json'))); +const dryRun = args.includes('--dry-run'); + +function normUrl(u) { + if (!u) return ''; + return String(u) + .trim() + .replace(/\/$/, '') + .replace(/\.git$/i, '') + .replace(/^https?:\/\/(www\.)?github\.com\//i, 'https://github.com/') + .toLowerCase(); +} + +function titleCaseName(name, id) { + const raw = (name || id || '').trim(); + if (!raw) return 'Untitled'; + // Already has spaces / mixed case → keep light touch + if (/\s/.test(raw) || /[A-Z]/.test(raw.slice(1))) return raw; + // slug-like: foo-bar-baz → Foo Bar Baz (keep known short tokens) + return raw + .split(/[-_]/) + .filter(Boolean) + .map((part) => { + const lower = part.toLowerCase(); + if (['ai', 'sdk', 'api', 'cli', 'mcp', 'os', 'ui', 'llm', 'rag'].includes(lower)) { + return lower.toUpperCase(); + } + if (['jev', 'typesafe'].includes(lower)) { + return lower === 'jev' ? 'JEV' : 'TypeSafe'; + } + return part.charAt(0).toUpperCase() + part.slice(1); + }) + .join(' '); +} + +function sanitizeId(id) { + return String(id || '') + .trim() + .toLowerCase() + .replace(/[^a-z0-9:_-]+/g, '-') + .replace(/^-+|-+$/g, '') + .slice(0, 120); +} + +function decisionText(c) { + return String(c.jevDecisionPointEn || c.jevDecisionPoint || '').trim(); +} + +function summaryText(c) { + return String(c.plainSummaryEn || c.plainSummary || '').trim(); +} + +function hasGithubUrl(c) { + const u = c.url || ''; + return /^https:\/\/github\.com\/[^/]+\/[^/]+/i.test(u); +} + +function mapCategory(cat) { + return CATEGORY_MAP[cat] || 'developer-tools'; +} + +function decisionPatternKey(text) { + const t = text.toLowerCase(); + const buckets = []; + if (/rout|complexit|model pick|tier|cost/.test(t)) buckets.push('routing'); + if (/tool|function.?call|invoke|mcp/.test(t)) buckets.push('tool-pick'); + if (/safet|guard|policy|allow|deny|jail|pii|moderat/.test(t)) buckets.push('safety'); + if (/browser|dom|click|action|computer.?use|os /.test(t)) buckets.push('browser'); + if (/retriev|search|rank|rerank|chunk|filter.?context|gc/.test(t)) buckets.push('retrieval'); + if (/classif|taxonom|label|categor/.test(t)) buckets.push('classify'); + if (/score|eval|judge|grade|rubric|observ/.test(t)) buckets.push('eval'); + if (/voice|speech|dialog|convers/.test(t)) buckets.push('voice'); + if (/code|pathfind|graph|repo|symbol/.test(t)) buckets.push('code'); + if (!buckets.length) buckets.push('other'); + return buckets[0]; +} + +function isEligible(c) { + if (!hasGithubUrl(c)) return false; + if (!summaryText(c)) return false; + if (!decisionText(c)) return false; + const license = (c.license || '').trim(); + const licenseUnknown = !license || /^unknown$/i.test(license); + if (licenseUnknown && !decisionText(c)) return false; // already have decision, so allow + return true; +} + +function toOurProject(c) { + const evidenceUrl = + (Array.isArray(c.evidence) && c.evidence[0] && c.evidence[0].url) || + c.sourceUrl || + c.url; + const id = sanitizeId(c.id); + const enSummary = String(c.plainSummaryEn || c.plainSummary || '').trim(); + const zhSummary = String(c.plainSummary || c.plainSummaryEn || '').trim(); + const enDecision = String(c.jevDecisionPointEn || c.jevDecisionPoint || '').trim(); + const zhDecision = String(c.jevDecisionPoint || c.jevDecisionPointEn || '').trim(); + + return { + id, + name: titleCaseName(c.name, c.id), + owner: c.author || (c.repo || '').split('/')[0] || 'unknown', + category: mapCategory(c.category), + repoUrl: String(c.url).replace(/\/$/, ''), + evidenceUrl, + source: { + type: 'github', + label: 'GitHub source', + url: evidenceUrl, + }, + language: c.language || '', + license: c.license || 'Unknown', + starsAtCapture: Number(c.stars) || 0, + summary: { en: enSummary, zh: zhSummary }, + decision: { en: enDecision, zh: zhDecision }, + verification: 'source-reviewed', + runtimeVerified: false, + }; +} + +function selectAdditions(missing, existingIds, existingUrls, want) { + const eligible = missing + .filter(isEligible) + .filter((c) => { + const id = sanitizeId(c.id); + const url = normUrl(c.url); + if (!id || existingIds.has(id)) return false; + if (url && existingUrls.has(url)) return false; + return true; + }) + .sort((a, b) => (b.stars || 0) - (a.stars || 0)); + + const selected = []; + const usedIds = new Set(); + const usedUrls = new Set(); + const catCounts = new Map(); + const patternCounts = new Map(); + + // Soft caps for diversity (allow overflow only if pool too thin) + const softCatCap = Math.max(4, Math.ceil(want / 8)); // ~7 for 56 + const softPatternCap = Math.max(5, Math.ceil(want / 7)); + + function tryTake(pool, { ignoreCaps = false } = {}) { + for (const c of pool) { + if (selected.length >= want) break; + const id = sanitizeId(c.id); + const url = normUrl(c.url); + if (usedIds.has(id) || (url && usedUrls.has(url))) continue; + + const cat = mapCategory(c.category); + const pattern = decisionPatternKey(decisionText(c)); + const catN = catCounts.get(cat) || 0; + const patN = patternCounts.get(pattern) || 0; + if (!ignoreCaps && (catN >= softCatCap || patN >= softPatternCap)) continue; + + selected.push(c); + usedIds.add(id); + if (url) usedUrls.add(url); + catCounts.set(cat, catN + 1); + patternCounts.set(pattern, patN + 1); + } + } + + const high = eligible.filter((c) => (c.stars || 0) >= STAR_FLOOR); + const low = eligible.filter((c) => (c.stars || 0) < STAR_FLOOR); + + // Pass 1: stars >= 50 with diversity caps + tryTake(high); + + // Pass 1b: fill underrepresented categories (high first, then distinctive lower-star) + const ourCats = [ + 'browser-computer-use','sdk-integrations','routing-optimization','safety-review', + 'domain-tools','search-data','developer-tools','agent-workflows','interfaces', + ]; + const lowForBalance = [...low].sort((a, b) => { + const ae = Array.isArray(a.evidence) && a.evidence[0]?.url ? 1 : 0; + const be = Array.isArray(b.evidence) && b.evidence[0]?.url ? 1 : 0; + if (be !== ae) return be - ae; + return decisionText(b).length - decisionText(a).length || (b.stars || 0) - (a.stars || 0); + }); + const under = ourCats + .map((cat) => ({ cat, n: catCounts.get(cat) || 0 })) + .filter((x) => x.n < 4) + .sort((a, b) => a.n - b.n); + for (const { cat } of under) { + if (selected.length >= want) break; + const target = 4; + for (const pool of [high, lowForBalance]) { + for (const c of pool) { + if (selected.length >= want) break; + if ((catCounts.get(cat) || 0) >= target) break; + if (mapCategory(c.category) !== cat) continue; + const id = sanitizeId(c.id); + const url = normUrl(c.url); + if (usedIds.has(id) || (url && usedUrls.has(url))) continue; + if (!decisionText(c)) continue; + selected.push(c); + usedIds.add(id); + if (url) usedUrls.add(url); + catCounts.set(cat, (catCounts.get(cat) || 0) + 1); + const pattern = decisionPatternKey(decisionText(c)); + patternCounts.set(pattern, (patternCounts.get(pattern) || 0) + 1); + } + } + } + + // Pass 2: relax caps on remaining >=50 + tryTake(high, { ignoreCaps: true }); + // Pass 3: distinctive lower-star fills (prefer those with evidence[0].url) + const lowPreferred = [...low].sort((a, b) => { + const ae = Array.isArray(a.evidence) && a.evidence[0]?.url ? 1 : 0; + const be = Array.isArray(b.evidence) && b.evidence[0]?.url ? 1 : 0; + if (be !== ae) return be - ae; + // Prefer longer/more specific decision text as "clear unique pattern" + return decisionText(b).length - decisionText(a).length || (b.stars || 0) - (a.stars || 0); + }); + tryTake(lowPreferred); + tryTake(lowPreferred, { ignoreCaps: true }); + + return { selected, eligibleCount: eligible.length, highCount: high.length }; +} + +const catalogue = JSON.parse(await readFile(cataloguePath, 'utf8')); +const competitor = JSON.parse(await readFile(competitorPath, 'utf8')); +let missing; +try { + missing = JSON.parse(await readFile(missingPath, 'utf8')); +} catch { + missing = null; +} + +const existing = catalogue.projects; +const existingIds = new Set(existing.map((p) => p.id)); +const existingUrls = new Set(existing.map((p) => normUrl(p.repoUrl)).filter(Boolean)); + +if (!missing) { + missing = competitor.filter((c) => { + const id = sanitizeId(c.id); + const url = normUrl(c.url); + if (id && existingIds.has(id)) return false; + if (url && existingUrls.has(url)) return false; + return true; + }); +} + +const want = Math.max(0, TARGET_TOTAL - existing.length); +const { selected, eligibleCount, highCount } = selectAdditions( + missing, + existingIds, + existingUrls, + want, +); + +const mapped = selected.map(toOurProject); + +// Final dedupe safety +const finalProjects = [...existing]; +const seenIds = new Set(existingIds); +const seenUrls = new Set(existingUrls); +const added = []; +for (const p of mapped) { + const url = normUrl(p.repoUrl); + if (seenIds.has(p.id) || (url && seenUrls.has(url))) continue; + seenIds.add(p.id); + if (url) seenUrls.add(url); + finalProjects.push(p); + added.push(p); +} + +catalogue.capturedAt = '2026-09-20'; +catalogue.projects = finalProjects; + +// Stats +const byCat = {}; +for (const p of added) byCat[p.category] = (byCat[p.category] || 0) + 1; +const bands = { '>=1000': 0, '100-999': 0, '50-99': 0, '1-49': 0, '0': 0 }; +for (const p of added) { + const s = p.starsAtCapture; + if (s >= 1000) bands['>=1000']++; + else if (s >= 100) bands['100-999']++; + else if (s >= 50) bands['50-99']++; + else if (s >= 1) bands['1-49']++; + else bands['0']++; +} + +const report = { + existing: existing.length, + missingPool: missing.length, + eligibleInMissing: eligibleCount, + starsGe50InEligible: highCount, + added: added.length, + total: finalProjects.length, + categoryBreakdown: byCat, + starBands: bands, + topAdditions: [...added] + .sort((a, b) => b.starsAtCapture - a.starsAtCapture) + .slice(0, 12) + .map((p) => ({ id: p.id, stars: p.starsAtCapture, category: p.category, name: p.name })), +}; + +console.log(JSON.stringify(report, null, 2)); + +if (!dryRun) { + await writeFile(cataloguePath, `${JSON.stringify(catalogue, null, 2)}\n`); + console.log(`\nWrote ${finalProjects.length} projects to ${cataloguePath}`); + + // Persist selection list for audit + const auditDir = resolve(ROOT, '../.local-jev'); + await mkdir(auditDir, { recursive: true }); + await writeFile( + resolve(auditDir, 'supplement-selection.json'), + `${JSON.stringify({ capturedAt: catalogue.capturedAt, added: added.map((p) => p.id), report }, null, 2)}\n`, + ); +} diff --git a/scripts/validate.test.mjs b/scripts/validate.test.mjs index 4ab7471..75408d7 100644 --- a/scripts/validate.test.mjs +++ b/scripts/validate.test.mjs @@ -9,7 +9,7 @@ const catalogue = JSON.parse( test('catalogue metadata is explicit', () => { assert.equal(catalogue.schemaVersion, 3); assert.match(catalogue.capturedAt, /^\d{4}-\d{2}-\d{2}$/); - assert.equal(catalogue.projects.length, 44); + assert.equal(catalogue.projects.length, 100); }); test('every project keeps repository and fixed-commit evidence links', () => { @@ -56,7 +56,7 @@ test('README identity and project-owned cover stay present', async () => { assert.match(japaneseReadme, /

概要<\/h2>/); for (const localizedReadme of [readme, chineseReadme, japaneseReadme]) { assert.match(localizedReadme, /
\s*/); - assert.match(localizedReadme, /
44<\/strong><\/td>/); + assert.match(localizedReadme, /100<\/strong><\/td>/); } for (const localizedReadme of [readme, chineseReadme, japaneseReadme]) { assert.equal(