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:Healthy Diet AI Agent is a Bun + TypeScript backend for nutrition chat, food-image analysis, RAG document ingestion, and knowledge-grounded diet guidance. language:TypeScript stars:752 open source github developer tool github trending fallback recent repository momentum README: Healthy Diet AI Agent — Version-Aware RAG for Evolving Nutrition Guidelines English | 日本語 | 繁體中文 This repository contains a nutrition-advice AI agent and the research behind its retrieval layer. It is the follow-up to our。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:archie0732/healthy-diet-ai-agent
这条内容主要是一条趋势线索线索,正文前几句在说:Healthy Diet AI Agent is a Bun + TypeScript backend for nutrition chat, food-image analysis, RAG document ingestion, and knowledge-grounded diet guidance. language:TypeScript stars:752 open source github developer tool github trending fallback recent repository momentum README: Healthy Diet AI Agent — Version-Aware RAG for Evolving Nutrition Guidelines English | 日本語 | 繁體中文 This repository contains a nutrition-advice AI agent and the research behind its retrieval layer. It is the follow-up to our。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。
- TypeScript
- Bun框架
- RAG技术
- 营养学相关知识
- 学习该项目的技术实现逻辑
- 研究其处理动态健康指南的方案
- 参考其开源代码优化相关功能
Healthy Diet AI Agent — Version-Aware RAG for Evolving Nutrition Guidelines English | 日本語 | 繁體中文 This repository contains a nutrition-advice AI agent and the research behind its retrieval layer. It is the follow-up to our first paper, whose system is the PU-Hub/healthy-diet project (a healthy-diet app with YOLO food recognition and LLM-based advice). The first work established the end-to-end application. This project focuses on one open problem we found while building it: how a retrieval-augmented generation (RAG) system should handle health guidelines that change over time. Research question. When a knowledge base holds several versions of an official guideline, which evidence should a RAG…
README这条内容主要是一条趋势线索线索,正文前几句在说:The free coding agent language:TypeScript stars:9932 open source github developer tool github trending fallback recent repository momentum。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:CodebuffAI/freebuff
这条内容主要是一条趋势线索线索,正文前几句在说:The free coding agent language:TypeScript stars:9932 open source github developer tool github trending fallback recent repository momentum。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。
面向处理复杂代码库的开发者,解决现有工具在处理大规模、结构化代码时的效率与准确性问题,提供更高效的代码生成与优化能力。
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专为复杂代码库设计的开源编程智能体
面向处理复杂代码库的开发者,解决现有工具在处理大规模、结构化代码时的效率与准确性问题,提供更高效的代码生成与优化能力。
- 研究该产品的功能特点与适用场景
这条内容主要是一条趋势线索线索,正文前几句在说:Use Typescript to develop Genshin UGC - Miliastra Wonderland language:TypeScript stars:337 open source github developer tool github trending fallback recent repository momentum README: Genshin-TS Use TypeScript to develop Genshin UGC (Miliastra Wonderland) projects. Full type system, practical helpers, JS-native and Unity3D-style APIs, npm ecosystem support, and an AI-friendly workflow. English · 简体中文 Docs · Intro Video · Template Guide & Usage Details Introduction Genshin-TS (gsts) is a toolcha。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:josStorer/genshin-ts
这条内容主要是一条趋势线索线索,正文前几句在说:Use Typescript to develop Genshin UGC - Miliastra Wonderland language:TypeScript stars:337 open source github developer tool github trending fallback recent repository momentum README: Genshin-TS Use TypeScript to develop Genshin UGC (Miliastra Wonderland) projects. Full type system, practical helpers, JS-native and Unity3D-style APIs, npm ecosystem support, and an AI-friendly workflow. English · 简体中文 Docs · Intro Video · Template Guide & Usage Details Introduction Genshin-TS (gsts) is a toolcha。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。
- TypeScript
- 使用该工具开发《原神:米利亚斯特拉奇境》相关的UGC项目
Genshin-TS Use TypeScript to develop Genshin UGC (Miliastra Wonderland) projects. Full type system, practical helpers, JS-native and Unity3D-style APIs, npm ecosystem support, and an AI-friendly workflow. English · 简体中文 Docs · Intro Video · Template Guide & Usage Details Introduction Genshin-TS (gsts) is a toolchain for building Miliastra Wonderland projects in TypeScript. It focuses on a code-first experience with controllable node-graph semantics, supporting compilation, injection, debugging, optimization, parallel builds, and incremental builds. https://github.com/user-attachments/assets/0f2ec8af-c753-4c54-940c-8147ec856635 Quick Start If the Windows execution policy prevents scripts fro…
README这条内容主要是一条趋势线索线索,正文前几句在说:One config to rule all your AI agents: portable (every project, every session), effective (curated writing, routing, skills), and safer (destructive-command guard). language:Python stars:244 open source github developer tool github trending fallback recent repository momentum。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:yzhao062/anywhere-agents
这条内容主要是一条趋势线索线索,正文前几句在说:One config to rule all your AI agents: portable (every project, every session), effective (curated writing, routing, skills), and safer (destructive-command guard). language:Python stars:244 open source github developer tool github trending fallback recent repository momentum。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。
这条内容主要是一条趋势线索线索,正文前几句在说:Secure remote MCP server for Obsidian vaults -- access your notes from Claude, your phone, or any MCP client, anywhere. OAuth 2.0 auth, Cloudflare Tunnel, atomic writes safe for Obsidian Sync. language:Python stars:171 open source github developer tool README: obsidian-web-mcp A secure, remote-accessible MCP server that gives LLMs read/write access to your Obsidian vault from anywhere -- your desktop, your phone, a hotel Wi-Fi network.。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:jimprosser/obsidian-web-mcp
这条内容主要是一条趋势线索线索,正文前几句在说:Secure remote MCP server for Obsidian vaults -- access your notes from Claude, your phone, or any MCP client, anywhere. OAuth 2.0 auth, Cloudflare Tunnel, atomic writes safe for Obsidian Sync. language:Python stars:171 open source github developer tool README: obsidian-web-mcp A secure, remote-accessible MCP server that gives LLMs read/write access to your Obsidian vault from anywhere -- your desktop, your phone, a hotel Wi-Fi network.。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
- 使用该工具实现Obsidian笔记的远程安全访问
- 通过其原子化写入机制保障笔记同步数据安全
- 利用其元数据解析与全文本搜索功能提升笔记管理效率
obsidian-web-mcp A secure, remote-accessible MCP server that gives LLMs read/write access to your Obsidian vault from anywhere -- your desktop, your phone, a hotel Wi-Fi network. Unlike local-only Obsidian MCP servers, this one runs over HTTPS with real authentication, so Claude (or any MCP client) can reach your vault whether you're at your desk or not. It reads and writes markdown files on disk, parses YAML frontmatter, maintains an in-memory frontmatter index for fast queries, and handles full-text search -- all behind OAuth 2.0 authentication and a Cloudflare Tunnel that never exposes your machine directly to the internet. Why This Exists There are many Obsidian MCP servers. Most are lo…
README这条内容主要是一条趋势线索线索,正文前几句在说:A next-gen FOSS self-hosted unified zero trust secure access platform that can operate as a remote access VPN, a ZTNA platform, API/AI/MCP gateway, a PaaS, an ngrok-alternative and a homelab infrastructure. language:Go stars:4034 open source github developer tool github trending fallback recent repository momentum。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:octelium/octelium
这条内容主要是一条趋势线索线索,正文前几句在说:A next-gen FOSS self-hosted unified zero trust secure access platform that can operate as a remote access VPN, a ZTNA platform, API/AI/MCP gateway, a PaaS, an ngrok-alternative and a homelab infrastructure. language:Go stars:4034 open source github developer tool github trending fallback recent repository momentum。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。
这条内容主要是一条趋势线索线索,正文前几句在说:A Python API for SuperCollider language:Python stars:405 open source github developer tool github trending fallback recent repository momentum README: Supriya Supriya is a Python API for SuperCollider. Supriya lets you: Boot and communicate with SuperCollider's synthesis engine in realtime. Explore nonrealtime composition with scores.。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:supriya-project/supriya
这条内容主要是一条趋势线索线索,正文前几句在说:A Python API for SuperCollider language:Python stars:405 open source github developer tool github trending fallback recent repository momentum README: Supriya Supriya is a Python API for SuperCollider. Supriya lets you: Boot and communicate with SuperCollider's synthesis engine in realtime. Explore nonrealtime composition with scores.。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
- SuperCollider使用知识
- 使用PyPI或源码安装Supriya工具
- 结合Supriya编写适配SuperCollider的Python应用
Supriya Supriya is a Python API for SuperCollider. Supriya lets you: Boot and communicate with SuperCollider's synthesis engine in realtime. Explore nonrealtime composition with scores. Compile SuperCollider SynthDefs natively in Python code Build time-agnostic asyncio-aware applications with the context interface. Schedule patterns and callbacks with tempo- and meter-aware clocks Integrate with IPython, Sphinx and Graphviz Quickstart Get Supriya Install from PyPI: pip install supriya Or from source: git clone https://github.com/supriya-project/supriya.git cd supriya pip install -e . Get SuperCollider Get SuperCollider from http://supercollider.github.io/. Boot the server Start your Python…
README这条内容主要是一条趋势线索线索,正文前几句在说:A Python library for trading automation on DeFi, data research and integration. Supporting Uniswap, Aave, Chainlink, USDC and other protocols. language:Python stars:825 open source github developer tool github trending fallback recent repository momentum README: Web3-Ethereum-Defi Web-Ethereum-DeFi (ethdefi) allows you to integrate EVM-compatible Web3 and DeFi protocols into your Python application.。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:tradingstrategy-ai/web3-ethereum-defi
这条内容主要是一条趋势线索线索,正文前几句在说:A Python library for trading automation on DeFi, data research and integration. Supporting Uniswap, Aave, Chainlink, USDC and other protocols. language:Python stars:825 open source github developer tool github trending fallback recent repository momentum README: Web3-Ethereum-Defi Web-Ethereum-DeFi (ethdefi) allows you to integrate EVM-compatible Web3 and DeFi protocols into your Python application.。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
- 使用该库实现DeFi领域的自动化交易功能
- 进行相关数据的研究、提取、转换与加载
- 完成系统集成及后端开发
- 实现与EVM链的AI智能体交互
Web3-Ethereum-Defi Web-Ethereum-DeFi (ethdefi) allows you to integrate EVM-compatible Web3 and DeFi protocols into your Python application. Use cases Supported protocols, chains and integrations Prerequisites Install Example code Uniswap swap example How to use the library in your Python project Documentation Development and contributing Version history Support Social media License Use cases Use cases for this package include Trading and bots Data research, extraction, transformation and loading Portfolio management and accounting System integrations and backends AI agent interaction for EVM chains Supported protocols, chains and integrations 👉 Read the full API documentation. This is a MIT…
README这条内容主要是一条趋势线索线索,正文前几句在说:Native macOS menu bar app for Codex and Grok: quota, reset-today status, reset credits, API-equivalent cost, local sessions, and multi-account management. 原生 macOS 状态栏应用,查看 Codex 与 Grok 额度、今日是否重置、reset credits、API 等价成本与本机会话,并支持多账号管理。 language:Swift stars:178 open source github developer tool github trending fallback recent repository momentum README: English · 简体中文 · 繁體中文 · 한국어 · 日本語 · Русский · Français Codex Runway How much longer can your Codex keep running?。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:Licoy/codex-runway
这条内容主要是一条趋势线索线索,正文前几句在说:Native macOS menu bar app for Codex and Grok: quota, reset-today status, reset credits, API-equivalent cost, local sessions, and multi-account management. 原生 macOS 状态栏应用,查看 Codex 与 Grok 额度、今日是否重置、reset credits、API 等价成本与本机会话,并支持多账号管理。 language:Swift stars:178 open source github developer tool github trending fallback recent repository momentum README: English · 简体中文 · 繁體中文 · 한국어 · 日本語 · Русский · Français Codex Runway How much longer can your Codex keep running?。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。
English · 简体中文 · 繁體中文 · 한국어 · 日本語 · Русский · Français Codex Runway How much longer can your Codex keep running? Codex Runway is a native macOS menu bar app for checking Codex and Grok quota. It also provides Codex reset-today status, reset credits, API-equivalent cost, and local sessions, with separate multi-account management for each provider. Highlights Check remaining Codex quota from the menu bar. Switch from the always-visible Codex | Grok tabs; the menu bar and context menu follow the selected provider. View included Grok quota, product breakdown (Build / Imagine / Chat), weekly/monthly periods, prepaid balance, and on-demand usage via the official CLI chat-proxy billing API. On the…
README原文核心:Local-first AI memory MCP server — query your ChatGPT, Claude Code, Cursor & Codex history from any LLM. DuckDB+parquet. language:Python stars:66 open source github developer tool README: brain-mcp v1.0 Transportable AI memory, now shipping as a distributable.
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趋势线索:mordechaipotash/brain-mcp
原文核心:Local-first AI memory MCP server — query your ChatGPT, Claude Code, Cursor & Codex history from any LLM. DuckDB+parquet. language:Python stars:66 open source github developer tool README: brain-mcp v1.0 Transportable AI memory, now shipping as a distributable.
brain-mcp v1.0 Transportable AI memory, now shipping as a distributable. Your AI conversation history, queryable from any MCP-aware LLM, stored entirely on your machine. What changed in v1.0 brain-mcp v0.x was a hosted SHELET reference implementation pointed at a Supabase substrate. v1.0 is a thin MCP server that wraps the Bob protocol. Storage moved from cloud Postgres to local parquets under /.bob/. The protocol is free; brain-mcp is one implementation; a paid bob managed tier (cloud sync, recipes) is opt-in and lives in a separate package. The 53 of you who starred v0.x: thank you. v1.0 is the version we were always going to build — memory belongs to the rememberer is the architecture th…
README该平台可将技能、知识及API合约存储在数据库中,这些内容会在运行时持续更新;其核心采用带协议端口的类型化Python实现,可嵌入用户自身的技术栈中。
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面向团队的自托管多用户代理平台 OctoForge
该平台可将技能、知识及API合约存储在数据库中,这些内容会在运行时持续更新;其核心采用带协议端口的类型化Python实现,可嵌入用户自身的技术栈中。
- Python编程能力
- 开源项目开发经验
- API设计能力
- 学习平台核心逻辑并完成适配开发
- 参与功能优化与问题修复
- 协助完善项目文档与社区交流
- 项目开源后长期缺乏维护更新
- 未明确说明商业合作模式与收益分配规则