GitHub 每日精选 2026-07-21

每天从 GitHub 挖掘最值得关注的新开源项目。这些项目在过去 24 小时内获得了大量 Star 关注，代表了社区的最新热点方向。

1. googlegeminidesktop/Google-Gemini-Desktop

Google Gemini desktop app configures the Gemini Pro AI client for Windows, Mac, and Linux. Compare search trends with ChatGPT desktop, Claude desktop, GitHub Desktop, and Google AI Studio notebooks. Multimodal AI reasoning, coding assistance, and creative writing in a native desktop experience. Download repository setup files.

⭐ 34 stars · 语言: TypeScript free-gemini-api gemini- gemini-15-pro gemini-2-0-flash gemini-2-5-flash

2. 0xwilliamortiz/agents-council

Multi-agents collaboration plugin for Claude Code - orchestrate multiple AI agents (Codex CLI, Gemini CLI, etc.) for diverse perspectives

⭐ 90 stars · 语言: JavaScript claude claude-ai claude-code claude-code-skills claude-plugin

3. Kritt-ai/open-kritt

Orchestrate AI agents to find real vulnerabilities in code.

⭐ 63 stars · 语言: JavaScript agent agents ai bug-bounty bugbounty

4. gammagrid/gammagrid

Open-source options gamma exposure (GEX) & positioning dashboard — dealer GEX, max pain, open interest, IV surface. Self-hosted, Docker, no coding required.

⭐ 48 stars · 语言: Python dealer-positioning gamma-exposure gex implied-volatility max-pain

5. Blaizzy/nativ

Local AI, native to your Mac. Chat, serve, monitor, and connect MLX models from one macOS app.

⭐ 249 stars · 语言: Swift

6. powerycy/goutoujunshi

一个先接住情绪、再分析关系并给出可执行策略的 Codex 恋爱军师，内置心理、法律、社会、人文、哲学、婚姻家庭与性学知识库，支持多元关系。

⭐ 51 stars · 语言: Python ai-agent chinese codex codex-skill lgbtq

7. ableton12/Ableton-12-Free

Ableton 12 free download configures the full DAW setup for music production, recording, and performance. Compare search trends with FL Studio, Logic Pro, and Ableton Live Lite. Get direct repository installation files for Windows and macOS with Max for Live instruments and extensions.

⭐ 33 stars · 语言: C++ ableton-extension ableton-live-12-suite-12-2-2 ableton-live-12-win-guide-2026 ableton-live-pc all-plugins-edition

8. paxlabs-inc/machine-genome

Machine Genome is an open identity and provenance protocol for models, agents, harnesses, datasets, and the artifacts that connect them.

⭐ 271 stars · 语言: Go

9. ni5arga/protestchat

Encrypted messaging with no internet, no cell tower, and no server. Phones relay for each other over Bluetooth mesh, so it keeps working during internet shutdowns and inside cellular jammers

⭐ 74 stars · 语言: TypeScript bluetooth-low-energy censorship-resistance e2ee internet-freedom internet-shutdowns

10. liangdabiao/stem-illustration-skill

面向 STEM（科学、技术、工程、数学）领域的 AI 图像生成 Skill。 生成科研示意图、教学插图、技术架构图等概念性图像，覆盖生物医学、化学、物理、工程、数学 6 大学科。 功能特性 24 个场景模板：信号通路、实验流程、细胞结构、概念信息图、学术海报、机制图、质粒图、机器学习架构等 6 大学科适配：生命科学/医学/化学/物理/工程/数学 4 种风格变体：academic / textbook / infographic / 3d-render

⭐ 37 stars · 语言: Python skill

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数据来源: GitHub Trending · 更新时间: 2026-07-21 11:25 CST