Opportunity radar
海外机会工作台
把工作机会、创业线索、GitHub 趋势和模型工具发布压成一个可复核队列。先分层,再行动。
这条内容主要是一条趋势线索线索,正文前几句在说:Home Assistant integration for Electrolux appliances language:Python stars:57 open source github developer tool github trending fallback recent repository momentum README: 🏠 Home Assistant Electrolux Integration 📖 Description A comprehensive Home Assistant integration for Electrolux appliances using the official Electrolux Group Developer API. This integration provides real-time monitoring and control of Electrolux and Electrolux-owned brand appliances including AEG, Frigidaire, and +home. Key F。先判断它是不是你要找的方向,再决定要不要继续打开原文。
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趋势线索:TTLucian/ha-electrolux
这条内容主要是一条趋势线索线索,正文前几句在说:Home Assistant integration for Electrolux appliances language:Python stars:57 open source github developer tool github trending fallback recent repository momentum README: 🏠 Home Assistant Electrolux Integration 📖 Description A comprehensive Home Assistant integration for Electrolux appliances using the official Electrolux Group Developer API. This integration provides real-time monitoring and control of Electrolux and Electrolux-owned brand appliances including AEG, Frigidaire, and +home. Key F。先判断它是不是你要找的方向,再决定要不要继续打开原文。
- Python
- 使用Server-Sent Events实现设备状态实时推送
- 通过产品编号自动识别设备型号
- 配置各类控制实体以实现远程操作
- 支持多语言适配
- 处理相关异常情况
🏠 Home Assistant Electrolux Integration 📖 Description A comprehensive Home Assistant integration for Electrolux appliances using the official Electrolux Group Developer API. This integration provides real-time monitoring and control of Electrolux and Electrolux-owned brand appliances including AEG, Frigidaire, and +home. Key Features: ✅ Real-time appliance status updates via Server-Sent Events (SSE) ✅ Remote control with safety validation (respects appliance safety locks) ✅ Automatic model detection from Product Number Codes (PNC) ✅ Comprehensive sensor coverage (temperatures, states, diagnostics) ✅ Control entities (buttons, switches, numbers, selects) ✅ Multi-language support ✅ Robust err…
README这条内容主要是一条趋势线索线索,正文前几句在说:A simple, yet effective persistent key-value store accessible via HTTP. language:Python stars:197 open source github developer tool github trending fallback recent repository momentum README: seriousdb - A seriously simple database seriousdb is a small, simple key-value database you can query directly over HTTP. It requires zero configuration and is designed to be effortless.。先判断它是不是你要找的方向,再决定要不要继续打开原文。
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趋势线索:danieldeer/seriousdb
这条内容主要是一条趋势线索线索,正文前几句在说:A simple, yet effective persistent key-value store accessible via HTTP. language:Python stars:197 open source github developer tool github trending fallback recent repository momentum README: seriousdb - A seriously simple database seriousdb is a small, simple key-value database you can query directly over HTTP. It requires zero configuration and is designed to be effortless.。先判断它是不是你要找的方向,再决定要不要继续打开原文。
seriousdb - A seriously simple database seriousdb is a small, simple key-value database you can query directly over HTTP. It requires zero configuration and is designed to be effortless. For fullstack projects, seriousdb can replace your complete backend. For setup, usage, architecture, persistence, and contribution guidance, see the documentation. Quick Start Clone the repository, install the project, and start the development server: The server is available at http://0.0.0.0:8000. Interactive API documentation is available at: Swagger UI ReDoc OpenAPI schema Configuration Server configuration is optional and can be customized from environment variables. Copy the example file and adjust fo…
README现有语音代理框架大多依赖WebRTC及复杂C语言库,不够适配电话系统场景,而该产品采用纯Python实现SIP与RTP协议转换,可直接对接OpenAI Realtime、Deepgram Voice Agent等实时AI模型,解决传统语音系统无法高效集成AI能力的问题。
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将SIP通话转化为实时AI语音代理的解决方案
现有语音代理框架大多依赖WebRTC及复杂C语言库,不够适配电话系统场景,而该产品采用纯Python实现SIP与RTP协议转换,可直接对接OpenAI Realtime、Deepgram Voice Agent等实时AI模型,解决传统语音系统无法高效集成AI能力的问题。
- Python编程能力
- SIP协议理解能力
- RTP协议理解能力
- 实现SIP信号与AI语音模型的双向转换
- 适配不同AI模型的音频格式要求
- 为呼叫中心等电话场景提供稳定的语音服务
- 项目未明确说明商业化落地计划
- 部分AI模型存在格式转换限制,可能影响兼容性
SIP-to-AI Why this project exists Most voice agent frameworks: require WebRTC rely on heavy dependencies (C / ffmpeg) are not telephony-native This project: pure Python SIP + RTP (no C deps) direct bridge to realtime AI built for call center / telephony scenarios SIP-to-AI — stream RTP audio from FreeSWITCH / OpenSIPS / Asterisk directly to end-to-end realtime voice models: ✅ OpenAI Realtime API (gpt-realtime-2.1) ✅ Deepgram Voice Agent ✅ Gemini Live (gemini-3.8-live) ✅ xAI Grok Voice (grok-voice-think-fast-2.0) Simple passthrough bridge: SIP (G.711 μ-law @ 8kHz) ↔ AI voice models. OpenAI, Deepgram, and Grok support native G.711, Gemini requires PCM16 resampling (8kHz ↔ 16kHz/24kHz). Not us…
README这条内容主要是一条趋势线索线索,正文前几句在说:帮特定用户部署专属 AI agent 并落地工作流的开源顾问系统 | A consultant-in-a-box for deploying dedicated AI agents and shipping their first workflows language:Shell stars:20 open source github developer tool。先判断它是不是你要找的方向,再决定要不要继续打开原文。
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趋势线索:August06exe/ai-landing-consultant
这条内容主要是一条趋势线索线索,正文前几句在说:帮特定用户部署专属 AI agent 并落地工作流的开源顾问系统 | A consultant-in-a-box for deploying dedicated AI agents and shipping their first workflows language:Shell stars:20 open source github developer tool。先判断它是不是你要找的方向,再决定要不要继续打开原文。
开发者在使用Temporal TypeScript SDK时缺乏可直接参考的实战案例,亟需配套的示例项目来快速理解API用法、设计模式及不同场景下的应用逻辑,降低学习成本与开发门槛。
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Temporal TypeScript SDK示例项目集
开发者在使用Temporal TypeScript SDK时缺乏可直接参考的实战案例,亟需配套的示例项目来快速理解API用法、设计模式及不同场景下的应用逻辑,降低学习成本与开发门槛。
- TypeScript编程能力
- 运行Temporal Server并配置对应环境
- 执行示例项目中的基础API演示
- 测试不同类型的API功能
samples-typescript Running Locally Scaffold Samples Basic API demos Activity APIs and design patterns Nexus APIs Workflow APIs Production APIs Advanced APIs Test APIs AI / LLM Full-stack apps External apps & libraries Contributing Dependencies Upgrading the SDK version in package.jsons Config files Each directory in this repo is a sample Temporal project built with the TypeScript SDK (see docs and API reference). Running Locally Run Temporal Server: (or use a different installation method) Use Node version 18+ (v22.x is recommended): Mac: brew install node@22 Other: nodejs.org/en/download/ Or use a Node version manager: fnm Run the hello-world sample: and in another terminal: [!NOTE] Except…
README该项目旨在整理游戏全生命周期中与AI及基础模型相关的研究成果,按不同应用场景分类便于检索,相关团队正在开展相关调研工作。
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游戏领域AI基础模型研究资源汇总项目
该项目旨在整理游戏全生命周期中与AI及基础模型相关的研究成果,按不同应用场景分类便于检索,相关团队正在开展相关调研工作。
- AI技术能力
- 基础模型知识
- 代码开发能力
- 参与项目相关调研工作
- 协助整理和分类AI相关研究成果
- 根据需求完成相关开发任务
- 未提及明显风险点
Awesome AI for Games Meng Luo 1 · Yanlin Li 1 · Hao Li 1 · Hongzhan Lin 1 · Pengfei Zhou 1 · Tianjie Ju 1 Ran Zhang 2 · Yeying Jin 1 · Mong-Li Lee 1 · Wynne Hsu 1 National University of Singapore · 2 Nanyang Technological University second paper overview About the survey Foundation models now do more than play a given game: they can model games and players, design content and rules, build executable projects, shape live experiences, and support testing. This repository organizes the survey literature into six roles according to how each AI output is used. [!IMPORTANT] Three questions guide the synthesis across every role. Boundary: what is supplied by the game or workflow, and w…
README当前基于JAX的机器学习项目在开发过程中需要大量重复的层实现代码,增加了开发效率与维护成本,Praxis旨在为这类项目提供可复用的标准化层库,降低开发门槛。该库已针对大规模机器学习场景进行优化,同时也在拓展对其他JAX相关项目的兼容性。
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Praxis:面向大规模机器学习的JAX层库
当前基于JAX的机器学习项目在开发过程中需要大量重复的层实现代码,增加了开发效率与维护成本,Praxis旨在为这类项目提供可复用的标准化层库,降低开发门槛。该库已针对大规模机器学习场景进行优化,同时也在拓展对其他JAX相关项目的兼容性。
- Python编程能力
- JAX框架使用经验
- 研究现有待整合的层实现方案
- 参与层库的功能优化与扩展
- 协助完成相关测试与问题修复
Praxis What is Praxis? Praxis is the layer library for Pax. While Praxis is optimized for ML at scale, Praxis has a goal to be usable by other JAX-based ML projects. Some examples of layers to be folded into Praxis are in the praxis/layers/ directory. Copyright 2022 Google LLC Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at https://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. S…
README这条内容主要是一条趋势线索线索,正文前几句在说:It can load and render cool animation effects language:TypeScript stars:747 open source github developer tool github trending fallback recent repository momentum README: Galacean Effects It can load and render cool animation effects, The APIs provided by effects-core allow your engine to quickly access animation data such as layer and particle animation. Native · Changelog · [Report Bug][github-issues-url] · [Request Feature][github-issues-url] · English · 中文 What you see is what you get [github。先判断它是不是你要找的方向,再决定要不要继续打开原文。
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趋势线索:galacean/effects-runtime
这条内容主要是一条趋势线索线索,正文前几句在说:It can load and render cool animation effects language:TypeScript stars:747 open source github developer tool github trending fallback recent repository momentum README: Galacean Effects It can load and render cool animation effects, The APIs provided by effects-core allow your engine to quickly access animation data such as layer and particle animation. Native · Changelog · [Report Bug][github-issues-url] · [Request Feature][github-issues-url] · English · 中文 What you see is what you get [github。先判断它是不是你要找的方向,再决定要不要继续打开原文。
Galacean Effects It can load and render cool animation effects, The APIs provided by effects-core allow your engine to quickly access animation data such as layer and particle animation. Native · Changelog · [Report Bug][github-issues-url] · [Request Feature][github-issues-url] · English · 中文 What you see is what you get [github-issues-url]: https://github.com/galacean/effects-runtime/issues Install Usage Get the demo.json by using the Galacean Effects editor. Documentation Development Documentation Integration Guide API Documentation Useful Links: Developing Third-Party Notices This project integrates Spine Runtimes for 2D skeletal animation support. Use of @galacean/effects-plugin-spine i…
README当前设计师在处理Penpot设计系统、原型、令牌及设计转代码流程时,面临效率低、一致性差的问题,该工具可通过官方MCP服务器实现创建、审核和维护相关内容的全流程自动化,提升设计工作效率。
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专为Penpot设计的AI智能工具,助力设计系统高效管理
当前设计师在处理Penpot设计系统、原型、令牌及设计转代码流程时,面临效率低、一致性差的问题,该工具可通过官方MCP服务器实现创建、审核和维护相关内容的全流程自动化,提升设计工作效率。
- JavaScript开发能力
- 使用JavaScript开发基于Penpot MCP Server的AI工具,实现设计系统相关内容的自动化创建、审核与维护功能
这条内容主要是一条趋势线索线索,正文前几句在说:Humanizer, maintainer skills, agents, Git hooks and Skill Watch: a local scraper + MCP server for documentation changes. Shared workflows for Codex, Claude Code, Cursor and Grok Bot. language:Python stars:22 open source github developer tool README: Try Humanizer · Explore the skills · Download ZIPs · Grok Bot · Hooks · Skill Watch MCP Maintainer Skills Lab Make stiff drafts readable.。先判断它是不是你要找的方向,再决定要不要继续打开原文。
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趋势线索:00200200/maintainer-skills-lab
这条内容主要是一条趋势线索线索,正文前几句在说:Humanizer, maintainer skills, agents, Git hooks and Skill Watch: a local scraper + MCP server for documentation changes. Shared workflows for Codex, Claude Code, Cursor and Grok Bot. language:Python stars:22 open source github developer tool README: Try Humanizer · Explore the skills · Download ZIPs · Grok Bot · Hooks · Skill Watch MCP Maintainer Skills Lab Make stiff drafts readable.。先判断它是不是你要找的方向,再决定要不要继续打开原文。
- Python
- 使用相关工具编辑文档、调试代码与进行机器学习训练
- 根据不同开发工具的需求生成对应版本的文档
Try Humanizer · Explore the skills · Download ZIPs · Grok Bot · Hooks · Skill Watch MCP Maintainer Skills Lab Make stiff drafts readable. Debug code and ML training with reproducible evidence. skills and 6 agent profiles for Codex, Claude Code, Cursor, and Grok Bot. The workflows share one Markdown source, with generated versions for each client. Start with one skill, or get the full library with its agents. Try Humanizer The Humanizer skill edits a draft in its original language, keeping facts, code, quotations, and meaningful caveats intact. This is an authored illustration. More examples and acceptance checks → Install one skill With Node.js 22.20.0+ and Git, run this in the project wher…
README这条内容主要是一条趋势线索线索,正文前几句在说:Manage Codex, Claude Code, Muse Code, Kimi Code, Grok Build, and DeepSeek Harness with durable sessions, isolated environments, quotas, and remote control. A Rust terminal and web control plane for Agent Client Protocol (ACP) coding agents. language:Rust stars:26 open source github developer tool。先判断它是不是你要找的方向,再决定要不要继续打开原文。
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趋势线索:BrokkAi/mjolnir
这条内容主要是一条趋势线索线索,正文前几句在说:Manage Codex, Claude Code, Muse Code, Kimi Code, Grok Build, and DeepSeek Harness with durable sessions, isolated environments, quotas, and remote control. A Rust terminal and web control plane for Agent Client Protocol (ACP) coding agents. language:Rust stars:26 open source github developer tool。先判断它是不是你要找的方向,再决定要不要继续打开原文。
- Rust语言
- 使用该工具管理多款AI编程工具的运行环境与相关配置
- 基于其Rust终端与控制平面开发Agent Client Protocol相关的编程代理
这条内容主要是一条趋势线索线索,正文前几句在说:Read-only Telegram MCP server. Search chats, read messages, and download attachments from any MCP client. language:Python stars:20 open source github developer tool README: Telegram MCP Readonly Search Telegram chats and messages from any MCP client.。先判断它是不是你要找的方向,再决定要不要继续打开原文。
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趋势线索:mshykhov/telegram-mcp-readonly
这条内容主要是一条趋势线索线索,正文前几句在说:Read-only Telegram MCP server. Search chats, read messages, and download attachments from any MCP client. language:Python stars:20 open source github developer tool README: Telegram MCP Readonly Search Telegram chats and messages from any MCP client.。先判断它是不是你要找的方向,再决定要不要继续打开原文。
- Python编程能力
- 使用Python3.10+环境搭建项目,配置stdio服务器完成客户端连接,根据文档完成相关设置
Telegram MCP Readonly Search Telegram chats and messages from any MCP client. Read conversation history and download attachments without sending messages or changing chats. Quick start · Client setup · Documentation · Security What it does Install You need Python 3.10+, uv, a Telegram account, and API credentials from my.telegram.org/apps. Sign in by scanning the QR code with Telegram. Read-only mode is enabled by default. Keep the generated .env and session files private. Clone this repository: the telegram-mcp package on PyPI is a different project. Connect an MCP client For one local client, configure a stdio server: Configuration and documentation The setup script writes the required co…
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