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 The agents and assistants that actually write the code.
 
-- [anthropics/claude-code](https://github.com/anthropics/claude-code) `⭐137.6k · 2026-07-11` — Terminal-based AI coding agent that understands your whole codebase and executes multi-step tasks.
-- [cline/cline](https://github.com/cline/cline) `⭐64.6k · 2026-07-13` — Autonomous coding agent in VS Code: creates/edits files, runs commands, uses the browser.
-- [All-Hands-AI/OpenHands](https://github.com/All-Hands-AI/OpenHands) `⭐80.6k · 2026-07-13` — Open-source AI software engineer platform that completes full development tasks.
-- [Aider-AI/aider](https://github.com/Aider-AI/aider) `⭐47.3k · 2026-05-22` — Pair programming in your terminal, editing your local git repo directly.
-- [continuedev/continue](https://github.com/continuedev/continue) `⭐34.8k · 2026-07-13` — Open-source IDE assistant with customizable models and context sources.
+- [anthropics/claude-code](https://github.com/anthropics/claude-code) `⭐138.1k · 2026-07-15` — Terminal-based AI coding agent that understands your whole codebase and executes multi-step tasks.
+- [cline/cline](https://github.com/cline/cline) `⭐64.7k · 2026-07-16` — Autonomous coding agent in VS Code: creates/edits files, runs commands, uses the browser.
+- [All-Hands-AI/OpenHands](https://github.com/All-Hands-AI/OpenHands) `⭐81k · 2026-07-16` — Open-source AI software engineer platform that completes full development tasks.
+- [Aider-AI/aider](https://github.com/Aider-AI/aider) `⭐47.4k · 2026-05-22` — Pair programming in your terminal, editing your local git repo directly.
+- [continuedev/continue](https://github.com/continuedev/continue) `⭐34.9k · 2026-07-16` — Open-source IDE assistant with customizable models and context sources.
 - [RooCodeInc/Roo-Code](https://github.com/RooCodeInc/Roo-Code) `⭐24.3k · 2026-05-15` — Community-enhanced fork of Cline with multi-mode agent teams.
-- [openai/codex](https://github.com/openai/codex) `⭐97.5k · 2026-07-13` — OpenAI's terminal coding agent, written in Rust, light and fast.
-- [google-gemini/gemini-cli](https://github.com/google-gemini/gemini-cli) `⭐105.9k · 2026-07-13` — Google's open-source terminal AI agent, wired to Gemini.
-- [anomalyco/opencode](https://github.com/anomalyco/opencode) `⭐185.2k · 2026-07-13` — Open-source terminal coding agent; swap in any model you like.
-- [aaif-goose/goose](https://github.com/aaif-goose/goose) `⭐51.1k · 2026-07-13` — Local open-source AI agent, extensible for automating engineering tasks.
+- [openai/codex](https://github.com/openai/codex) `⭐98.7k · 2026-07-16` — OpenAI's terminal coding agent, written in Rust, light and fast.
+- [google-gemini/gemini-cli](https://github.com/google-gemini/gemini-cli) `⭐106k · 2026-07-16` — Google's open-source terminal AI agent, wired to Gemini.
+- [anomalyco/opencode](https://github.com/anomalyco/opencode) `⭐186.4k · 2026-07-16` — Open-source terminal coding agent; swap in any model you like.
+- [aaif-goose/goose](https://github.com/aaif-goose/goose) `⭐51.3k · 2026-07-16` — Local open-source AI agent, extensible for automating engineering tasks.
 - [TabbyML/tabby](https://github.com/TabbyML/tabby) `⭐33.7k · 2026-06-30` — Self-hosted AI code completion; the open-source Copilot alternative.
-- [Kilo-Org/kilocode](https://github.com/Kilo-Org/kilocode) `⭐26.1k · 2026-07-13` — Open-source VS Code AI agent combining the best of Cline and Roo.
+- [Kilo-Org/kilocode](https://github.com/Kilo-Org/kilocode) `⭐26.3k · 2026-07-16` — Open-source VS Code AI agent combining the best of Cline and Roo.
 
 ## 📝 Prompts & Rules
 
 Resources for setting rules and stealing inspiration.
 
 - [PatrickJS/awesome-cursorrules](https://github.com/PatrickJS/awesome-cursorrules) `⭐40.3k · 2026-05-30` — Ready-to-use .cursorrules for every stack.
-- [f/awesome-chatgpt-prompts](https://github.com/f/awesome-chatgpt-prompts) `⭐165.6k · 2026-07-13` — The classic prompt collection; a reference for writing system prompts.
-- [x1xhlol/system-prompts-and-models-of-ai-tools](https://github.com/x1xhlol/system-prompts-and-models-of-ai-tools) `⭐141.9k · 2026-07-12` — Reverse-engineered system prompts of major AI coding tools; learn how the pros steer models.
-- [anthropics/skills](https://github.com/anthropics/skills) `⭐160.7k · 2026-07-01` — Anthropic's official Agent Skills collection; give Claude domain expertise.
-- [obra/superpowers](https://github.com/obra/superpowers) `⭐253.4k · 2026-07-10` — A full skill kit for coding agents: brainstorming, TDD, systematic debugging and more.
-- [dair-ai/Prompt-Engineering-Guide](https://github.com/dair-ai/Prompt-Engineering-Guide) `⭐76.4k · 2026-03-11` — The systematic prompt-engineering curriculum: papers, techniques, examples.
-- [anthropics/prompt-eng-interactive-tutorial](https://github.com/anthropics/prompt-eng-interactive-tutorial) `⭐37k · 2026-03-01` — Anthropic's official interactive prompt-engineering tutorial.
-- [NirDiamant/Prompt_Engineering](https://github.com/NirDiamant/Prompt_Engineering) `⭐7.7k · 2026-07-12` — Hands-on prompt technique tutorials, basic to advanced, all with code.
-- [ai-boost/awesome-prompts](https://github.com/ai-boost/awesome-prompts) `⭐8.4k · 2026-07-13` — Curated prompts from top-rated GPTs plus prompt-engineering resources.
+- [f/awesome-chatgpt-prompts](https://github.com/f/awesome-chatgpt-prompts) `⭐165.8k · 2026-07-16` — The classic prompt collection; a reference for writing system prompts.
+- [x1xhlol/system-prompts-and-models-of-ai-tools](https://github.com/x1xhlol/system-prompts-and-models-of-ai-tools) `⭐142k · 2026-07-12` — Reverse-engineered system prompts of major AI coding tools; learn how the pros steer models.
+- [anthropics/skills](https://github.com/anthropics/skills) `⭐161.6k · 2026-07-13` — Anthropic's official Agent Skills collection; give Claude domain expertise.
+- [obra/superpowers](https://github.com/obra/superpowers) `⭐255.7k · 2026-07-16` — A full skill kit for coding agents: brainstorming, TDD, systematic debugging and more.
+- [dair-ai/Prompt-Engineering-Guide](https://github.com/dair-ai/Prompt-Engineering-Guide) `⭐76.5k · 2026-03-11` — The systematic prompt-engineering curriculum: papers, techniques, examples.
+- [anthropics/prompt-eng-interactive-tutorial](https://github.com/anthropics/prompt-eng-interactive-tutorial) `⭐37.1k · 2026-03-01` — Anthropic's official interactive prompt-engineering tutorial.
+- [NirDiamant/Prompt_Engineering](https://github.com/NirDiamant/Prompt_Engineering) `⭐7.7k · 2026-07-14` — Hands-on prompt technique tutorials, basic to advanced, all with code.
+- [ai-boost/awesome-prompts](https://github.com/ai-boost/awesome-prompts) `⭐8.5k · 2026-07-16` — Curated prompts from top-rated GPTs plus prompt-engineering resources.
 
 ## 📚 Making Code & Docs AI-Readable
 
 Turn repos, web pages, and docs into context an AI can digest.
 
-- [coderamp-labs/gitingest](https://github.com/coderamp-labs/gitingest) `⭐15k · 2026-07-08` — One-click conversion of any Git repo into an LLM-friendly text digest.
-- [upstash/context7](https://github.com/upstash/context7) `⭐59k · 2026-07-10` — MCP server giving the AI live access to up-to-date official docs and code examples.
+- [coderamp-labs/gitingest](https://github.com/coderamp-labs/gitingest) `⭐15.1k · 2026-07-14` — One-click conversion of any Git repo into an LLM-friendly text digest.
+- [upstash/context7](https://github.com/upstash/context7) `⭐59.2k · 2026-07-13` — MCP server giving the AI live access to up-to-date official docs and code examples.
 - [AsyncFuncAI/deepwiki-open](https://github.com/AsyncFuncAI/deepwiki-open) `⭐17.3k · 2026-06-03` — Auto-generates a wiki for any repo, helping both AI and humans understand a project fast.
-- [yamadashy/repomix](https://github.com/yamadashy/repomix) `⭐27.1k · 2026-07-12` — Packs an entire codebase into one AI-friendly file; popular gitingest sibling.
-- [microsoft/markitdown](https://github.com/microsoft/markitdown) `⭐165.3k · 2026-06-24` — Microsoft's converter turning Office/PDF and more into LLM-ready Markdown.
-- [docling-project/docling](https://github.com/docling-project/docling) `⭐63.1k · 2026-07-13` — IBM's open-source document parser: PDFs, tables, layout, structured output.
-- [opendatalab/MinerU](https://github.com/opendatalab/MinerU) `⭐74.4k · 2026-07-13` — High-quality PDF to Markdown/JSON, formulas and tables included.
-- [datalab-to/marker](https://github.com/datalab-to/marker) `⭐37.4k · 2026-07-07` — Fast, accurate PDF-to-Markdown with solid formula/table support.
-- [jina-ai/reader](https://github.com/jina-ai/reader) `⭐11.5k · 2026-05-22` — Prefix any URL with r.jina.ai and get LLM-friendly body text.
-- [Unstructured-IO/unstructured](https://github.com/Unstructured-IO/unstructured) `⭐15.1k · 2026-07-12` — ETL preprocessing for documents of every format; a RAG-pipeline staple.
+- [yamadashy/repomix](https://github.com/yamadashy/repomix) `⭐27.2k · 2026-07-15` — Packs an entire codebase into one AI-friendly file; popular gitingest sibling.
+- [microsoft/markitdown](https://github.com/microsoft/markitdown) `⭐166.5k · 2026-06-24` — Microsoft's converter turning Office/PDF and more into LLM-ready Markdown.
+- [docling-project/docling](https://github.com/docling-project/docling) `⭐63.3k · 2026-07-15` — IBM's open-source document parser: PDFs, tables, layout, structured output.
+- [opendatalab/MinerU](https://github.com/opendatalab/MinerU) `⭐74.8k · 2026-07-15` — High-quality PDF to Markdown/JSON, formulas and tables included.
+- [datalab-to/marker](https://github.com/datalab-to/marker) `⭐37.5k · 2026-07-07` — Fast, accurate PDF-to-Markdown with solid formula/table support.
+- [jina-ai/reader](https://github.com/jina-ai/reader) `⭐11.6k · 2026-05-22` — Prefix any URL with r.jina.ai and get LLM-friendly body text.
+- [Unstructured-IO/unstructured](https://github.com/Unstructured-IO/unstructured) `⭐15.1k · 2026-07-15` — ETL preprocessing for documents of every format; a RAG-pipeline staple.
 
 ## 🕷️ Scraping & Data Collection
 
-- [scrapy/scrapy](https://github.com/scrapy/scrapy) `⭐63.1k · 2026-07-09` — The veteran Python scraping framework; mature ecosystem the AI knows inside out.
-- [unclecode/crawl4ai](https://github.com/unclecode/crawl4ai) `⭐72.5k · 2026-07-11` — A crawler designed for LLMs; outputs clean Markdown, born to be fed to AI.
-- [mendableai/firecrawl](https://github.com/mendableai/firecrawl) `⭐150.1k · 2026-07-13` — Crawls entire sites into LLM-ready Markdown/structured data, with an API.
-- [apify/crawlee](https://github.com/apify/crawlee) `⭐24.7k · 2026-07-13` — Node.js scraping and browser automation library with solid anti-blocking.
-- [microsoft/playwright](https://github.com/microsoft/playwright) `⭐92.7k · 2026-07-13` — The standard for browser automation; dynamic-page scraping and E2E testing alike.
-- [browser-use/browser-use](https://github.com/browser-use/browser-use) `⭐104.5k · 2026-07-13` — Lets AI agents drive a real browser to scrape and operate web pages.
-- [D4Vinci/Scrapling](https://github.com/D4Vinci/Scrapling) `⭐69.3k · 2026-07-12` — Adaptive anti-blocking Python scraper that survives site redesigns.
-- [NanmiCoder/MediaCrawler](https://github.com/NanmiCoder/MediaCrawler) `⭐56.2k · 2026-07-10` — Crawler suite for Chinese social media: Xiaohongshu, Douyin, Bilibili, Weibo.
+- [scrapy/scrapy](https://github.com/scrapy/scrapy) `⭐63.2k · 2026-07-13` — The veteran Python scraping framework; mature ecosystem the AI knows inside out.
+- [unclecode/crawl4ai](https://github.com/unclecode/crawl4ai) `⭐72.9k · 2026-07-15` — A crawler designed for LLMs; outputs clean Markdown, born to be fed to AI.
+- [mendableai/firecrawl](https://github.com/mendableai/firecrawl) `⭐151.7k · 2026-07-16` — Crawls entire sites into LLM-ready Markdown/structured data, with an API.
+- [apify/crawlee](https://github.com/apify/crawlee) `⭐24.7k · 2026-07-16` — Node.js scraping and browser automation library with solid anti-blocking.
+- [microsoft/playwright](https://github.com/microsoft/playwright) `⭐92.9k · 2026-07-16` — The standard for browser automation; dynamic-page scraping and E2E testing alike.
+- [browser-use/browser-use](https://github.com/browser-use/browser-use) `⭐105k · 2026-07-15` — Lets AI agents drive a real browser to scrape and operate web pages.
+- [D4Vinci/Scrapling](https://github.com/D4Vinci/Scrapling) `⭐69.7k · 2026-07-15` — Adaptive anti-blocking Python scraper that survives site redesigns.
+- [NanmiCoder/MediaCrawler](https://github.com/NanmiCoder/MediaCrawler) `⭐56.7k · 2026-07-16` — Crawler suite for Chinese social media: Xiaohongshu, Douyin, Bilibili, Weibo.
 - [NaiboWang/EasySpider](https://github.com/NaiboWang/EasySpider) `⭐44.2k · 2026-07-03` — Visual no-code scraping; design collection flows in a GUI.
-- [getmaxun/maxun](https://github.com/getmaxun/maxun) `⭐16.5k · 2026-07-10` — Open-source no-code platform: train robots to turn websites into APIs/spreadsheets.
-- [puppeteer/puppeteer](https://github.com/puppeteer/puppeteer) `⭐95.4k · 2026-07-13` — Chrome's official headless browser automation library.
-- [SeleniumHQ/selenium](https://github.com/SeleniumHQ/selenium) `⭐34.3k · 2026-07-13` — The browser-automation veteran with the best cross-browser coverage.
+- [getmaxun/maxun](https://github.com/getmaxun/maxun) `⭐16.5k · 2026-07-15` — Open-source no-code platform: train robots to turn websites into APIs/spreadsheets.
+- [puppeteer/puppeteer](https://github.com/puppeteer/puppeteer) `⭐95.5k · 2026-07-16` — Chrome's official headless browser automation library.
+- [SeleniumHQ/selenium](https://github.com/SeleniumHQ/selenium) `⭐34.3k · 2026-07-16` — The browser-automation veteran with the best cross-browser coverage.
 
 ## 🎨 Frontend & UI
 
 The key to AI-generated interfaces that don't look terrible.
 
-- [shadcn-ui/ui](https://github.com/shadcn-ui/ui) `⭐119k · 2026-07-13` — Copy-paste component collection; the de facto standard for AI-generated React UIs.
-- [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss) `⭐96k · 2026-07-09` — Utility-first CSS; the AI's first choice for styling, with the most training data.
-- [saadeghi/daisyui](https://github.com/saadeghi/daisyui) `⭐41.6k · 2026-07-12` — Tailwind component library; polished interfaces from pure class names.
-- [ant-design/ant-design](https://github.com/ant-design/ant-design) `⭐98.7k · 2026-07-13` — Enterprise React component library; admin dashboards ready to copy.
-- [claude-code · frontend-design skill](https://github.com/anthropics/claude-code/blob/main/plugins/frontend-design/skills/frontend-design/SKILL.md) `⭐137.6k · 2026-07-11` — Claude Code's official frontend-design skill; teaches the AI intentional, non-templated visual design.
-- [pbakaus/impeccable](https://github.com/pbakaus/impeccable) `⭐46.1k · 2026-07-10` — A design language to feed your AI, making your AI harness genuinely better at design.
-- [Leonxlnx/taste-skill](https://github.com/Leonxlnx/taste-skill) `⭐62.7k · 2026-07-04` — Gives your AI good taste; stops it from generating boring, generic slop.
-- [VoltAgent/awesome-design-md](https://github.com/VoltAgent/awesome-design-md) `⭐101.4k · 2026-06-16` — DESIGN.md files distilled from popular brand design systems; drop one in and let the agent generate a matching UI.
-- [greensock/gsap-skills](https://github.com/greensock/gsap-skills) `⭐11.4k · 2026-04-21` — Official AI skills for GSAP: best practices, common animation patterns, plugin usage.
-- [JCodesMore/ai-website-cloner-template](https://github.com/JCodesMore/ai-website-cloner-template) `⭐28k · 2026-07-04` — Clone any website with one command using AI coding agents.
+- [shadcn-ui/ui](https://github.com/shadcn-ui/ui) `⭐119.2k · 2026-07-16` — Copy-paste component collection; the de facto standard for AI-generated React UIs.
+- [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss) `⭐96k · 2026-07-15` — Utility-first CSS; the AI's first choice for styling, with the most training data.
+- [saadeghi/daisyui](https://github.com/saadeghi/daisyui) `⭐41.7k · 2026-07-12` — Tailwind component library; polished interfaces from pure class names.
+- [ant-design/ant-design](https://github.com/ant-design/ant-design) `⭐98.7k · 2026-07-16` — Enterprise React component library; admin dashboards ready to copy.
+- [claude-code · frontend-design skill](https://github.com/anthropics/claude-code/blob/main/plugins/frontend-design/skills/frontend-design/SKILL.md) `⭐138.1k · 2026-07-15` — Claude Code's official frontend-design skill; teaches the AI intentional, non-templated visual design.
+- [pbakaus/impeccable](https://github.com/pbakaus/impeccable) `⭐47.2k · 2026-07-16` — A design language to feed your AI, making your AI harness genuinely better at design.
+- [Leonxlnx/taste-skill](https://github.com/Leonxlnx/taste-skill) `⭐64k · 2026-07-04` — Gives your AI good taste; stops it from generating boring, generic slop.
+- [VoltAgent/awesome-design-md](https://github.com/VoltAgent/awesome-design-md) `⭐102.3k · 2026-06-16` — DESIGN.md files distilled from popular brand design systems; drop one in and let the agent generate a matching UI.
+- [greensock/gsap-skills](https://github.com/greensock/gsap-skills) `⭐11.6k · 2026-04-21` — Official AI skills for GSAP: best practices, common animation patterns, plugin usage.
+- [JCodesMore/ai-website-cloner-template](https://github.com/JCodesMore/ai-website-cloner-template) `⭐28.5k · 2026-07-04` — Clone any website with one command using AI coding agents.
 - [diffusionstudio/lottie](https://github.com/diffusionstudio/lottie) `⭐4.8k · 2026-07-06` — Generate production-ready Lottie animations with Claude Code or Codex.
-- [nolangz/pixel2motion](https://github.com/nolangz/pixel2motion) `⭐1.6k · 2026-07-10` — AI logo-animation skill: turn raster logos into smooth SVG animations with GIF/video previews.
+- [nolangz/pixel2motion](https://github.com/nolangz/pixel2motion) `⭐1.7k · 2026-07-10` — AI logo-animation skill: turn raster logos into smooth SVG animations with GIF/video previews.
+- [emilkowalski/skills · apple-design](https://github.com/emilkowalski/skills/blob/main/skills/apple-design/SKILL.md) `⭐14k · 2026-07-15` — Apple-design skill by design engineer Emil Kowalski (of sonner/vaul); teaches the AI Apple-grade motion and detail.
 - [Web to Figma (Figma plugin)](https://www.figma.com/community/plugin/1297530151115228662/web-to-figma-convert-any-website-or-html-code-to-design) — Convert any website or HTML into a Figma design. ⚠️ Not an open-source repo; Figma community plugin, listed as an exception.
 
 ## 🏗️ Backend & Full-Stack Scaffolds
 
 Letting the AI modify a proven skeleton beats generating from zero.
 
-- [fastapi/fastapi](https://github.com/fastapi/fastapi) `⭐100.4k · 2026-07-13` — High-performance Python API framework; type-driven, so AI-generated code comes out cleaner.
-- [nestjs/nest](https://github.com/nestjs/nest) `⭐76.2k · 2026-07-13` — Enterprise Node.js backend framework with a clear structure that's easy for AI to follow.
-- [supabase/supabase](https://github.com/supabase/supabase) `⭐106.3k · 2026-07-13` — Open-source Firebase alternative: database + auth + storage in one.
-- [vercel/next.js](https://github.com/vercel/next.js) `⭐141k · 2026-07-13` — React full-stack framework; one of the frameworks AI knows best.
-- [django/django](https://github.com/django/django) `⭐88.2k · 2026-07-10` — Batteries-included Python web framework with admin/ORM; massive AI training corpus.
+- [fastapi/fastapi](https://github.com/fastapi/fastapi) `⭐100.6k · 2026-07-16` — High-performance Python API framework; type-driven, so AI-generated code comes out cleaner.
+- [nestjs/nest](https://github.com/nestjs/nest) `⭐76.3k · 2026-07-16` — Enterprise Node.js backend framework with a clear structure that's easy for AI to follow.
+- [supabase/supabase](https://github.com/supabase/supabase) `⭐106.5k · 2026-07-16` — Open-source Firebase alternative: database + auth + storage in one.
+- [vercel/next.js](https://github.com/vercel/next.js) `⭐141.1k · 2026-07-16` — React full-stack framework; one of the frameworks AI knows best.
+- [django/django](https://github.com/django/django) `⭐88.2k · 2026-07-15` — Batteries-included Python web framework with admin/ORM; massive AI training corpus.
 - [expressjs/express](https://github.com/expressjs/express) `⭐69.4k · 2026-07-12` — The classic Node.js web framework; simple and direct.
 - [gin-gonic/gin](https://github.com/gin-gonic/gin) `⭐88.9k · 2026-06-26` — High-performance Go web framework; first pick for API services.
-- [spring-projects/spring-boot](https://github.com/spring-projects/spring-boot) `⭐81.2k · 2026-07-07` — The Java enterprise standard, ready out of the box.
-- [honojs/hono](https://github.com/honojs/hono) `⭐31.3k · 2026-07-13` — Ultra-light web framework running on Node/Deno/Bun/Cloudflare Workers alike.
-- [nuxt/nuxt](https://github.com/nuxt/nuxt) `⭐60.8k · 2026-07-13` — The Vue full-stack framework; Vue's answer to Next.js.
-- [prisma/prisma](https://github.com/prisma/prisma) `⭐47.3k · 2026-07-10` — TypeScript ORM; a type-safe database access layer.
-- [pocketbase/pocketbase](https://github.com/pocketbase/pocketbase) `⭐59.6k · 2026-07-13` — Single-file backend: database + auth + file storage in one binary.
+- [spring-projects/spring-boot](https://github.com/spring-projects/spring-boot) `⭐81.2k · 2026-07-16` — The Java enterprise standard, ready out of the box.
+- [honojs/hono](https://github.com/honojs/hono) `⭐31.4k · 2026-07-16` — Ultra-light web framework running on Node/Deno/Bun/Cloudflare Workers alike.
+- [nuxt/nuxt](https://github.com/nuxt/nuxt) `⭐60.8k · 2026-07-15` — The Vue full-stack framework; Vue's answer to Next.js.
+- [prisma/prisma](https://github.com/prisma/prisma) `⭐47.4k · 2026-07-14` — TypeScript ORM; a type-safe database access layer.
+- [pocketbase/pocketbase](https://github.com/pocketbase/pocketbase) `⭐59.8k · 2026-07-16` — Single-file backend: database + auth + file storage in one binary.
 
 ## ✅ Testing & Quality
 
 AI-written code needs a way to prove itself correct.
 
-- [pytest-dev/pytest](https://github.com/pytest-dev/pytest) `⭐14.3k · 2026-07-13` — The de facto Python testing framework with a huge plugin ecosystem.
-- [vitest-dev/vitest](https://github.com/vitest-dev/vitest) `⭐16.8k · 2026-07-13` — Vite-native testing framework; works out of the box for frontend projects.
-- [jestjs/jest](https://github.com/jestjs/jest) `⭐45.5k · 2026-07-12` — The classic JS testing framework; the one AI knows best.
-- [cypress-io/cypress](https://github.com/cypress-io/cypress) `⭐50.7k · 2026-07-13` — End-to-end testing that runs user flows in a real browser.
-- [astral-sh/ruff](https://github.com/astral-sh/ruff) `⭐48.6k · 2026-07-13` — Blazing-fast Python linter + formatter; run AI output through it first.
-- [biomejs/biome](https://github.com/biomejs/biome) `⭐25.4k · 2026-07-13` — All-in-one JS/TS lint + format; a Prettier/ESLint two-in-one replacement.
+- [pytest-dev/pytest](https://github.com/pytest-dev/pytest) `⭐14.3k · 2026-07-14` — The de facto Python testing framework with a huge plugin ecosystem.
+- [vitest-dev/vitest](https://github.com/vitest-dev/vitest) `⭐16.8k · 2026-07-16` — Vite-native testing framework; works out of the box for frontend projects.
+- [jestjs/jest](https://github.com/jestjs/jest) `⭐45.5k · 2026-07-15` — The classic JS testing framework; the one AI knows best.
+- [cypress-io/cypress](https://github.com/cypress-io/cypress) `⭐50.7k · 2026-07-16` — End-to-end testing that runs user flows in a real browser.
+- [astral-sh/ruff](https://github.com/astral-sh/ruff) `⭐48.6k · 2026-07-16` — Blazing-fast Python linter + formatter; run AI output through it first.
+- [biomejs/biome](https://github.com/biomejs/biome) `⭐25.4k · 2026-07-16` — All-in-one JS/TS lint + format; a Prettier/ESLint two-in-one replacement.
 - [The-PR-Agent/pr-agent](https://github.com/The-PR-Agent/pr-agent) `⭐12.1k · 2026-07-10` — AI-powered code review with suggestions right in the PR.
-- [faker-js/faker](https://github.com/faker-js/faker) `⭐15.4k · 2026-07-13` — Generate realistic test data in bulk.
-- [locustio/locust](https://github.com/locustio/locust) `⭐28k · 2026-07-12` — Load testing with scenarios scripted in Python.
-- [stryker-mutator/stryker-js](https://github.com/stryker-mutator/stryker-js) `⭐2.9k · 2026-07-13` — Mutation testing: verify your tests actually catch bugs.
+- [faker-js/faker](https://github.com/faker-js/faker) `⭐15.4k · 2026-07-16` — Generate realistic test data in bulk.
+- [locustio/locust](https://github.com/locustio/locust) `⭐28k · 2026-07-14` — Load testing with scenarios scripted in Python.
+- [stryker-mutator/stryker-js](https://github.com/stryker-mutator/stryker-js) `⭐2.9k · 2026-07-15` — Mutation testing: verify your tests actually catch bugs.
 
 ## 🚀 Deployment & Shipping
 
 The last mile: have the AI copy proven deployment setups instead of improvising.
 
-- [coollabsio/coolify](https://github.com/coollabsio/coolify) `⭐58.4k · 2026-07-11` — Self-hosted Vercel/Heroku alternative; apps running in a few clicks.
-- [Dokploy/dokploy](https://github.com/Dokploy/dokploy) `⭐35.6k · 2026-07-10` — Open-source deployment panel; one-click shipping for Docker apps.
-- [caddyserver/caddy](https://github.com/caddyserver/caddy) `⭐74k · 2026-07-12` — Web server with automatic HTTPS and minimal config.
-- [NginxProxyManager/nginx-proxy-manager](https://github.com/NginxProxyManager/nginx-proxy-manager) `⭐33.6k · 2026-06-29` — GUI for managing Nginx reverse proxies and certificates.
-- [docker/compose](https://github.com/docker/compose) `⭐37.8k · 2026-07-09` — The standard for multi-container app orchestration.
-- [traefik/traefik](https://github.com/traefik/traefik) `⭐64k · 2026-07-10` — Cloud-native reverse proxy with automatic service discovery.
-- [portainer/portainer](https://github.com/portainer/portainer) `⭐38k · 2026-07-12` — Visual management panel for Docker/K8s.
-- [cloudflare/cloudflared](https://github.com/cloudflare/cloudflared) `⭐14.8k · 2026-07-09` — Cloudflare Tunnel client; expose local services to the internet safely.
-- [louislam/uptime-kuma](https://github.com/louislam/uptime-kuma) `⭐89.1k · 2026-07-13` — Self-hosted uptime monitoring; know the moment a service goes down.
-- [getsentry/sentry](https://github.com/getsentry/sentry) `⭐44.3k · 2026-07-13` — Error tracking and performance monitoring; catch problems right after launch.
+- [coollabsio/coolify](https://github.com/coollabsio/coolify) `⭐58.7k · 2026-07-15` — Self-hosted Vercel/Heroku alternative; apps running in a few clicks.
+- [Dokploy/dokploy](https://github.com/Dokploy/dokploy) `⭐35.7k · 2026-07-15` — Open-source deployment panel; one-click shipping for Docker apps.
+- [caddyserver/caddy](https://github.com/caddyserver/caddy) `⭐74.1k · 2026-07-15` — Web server with automatic HTTPS and minimal config.
+- [NginxProxyManager/nginx-proxy-manager](https://github.com/NginxProxyManager/nginx-proxy-manager) `⭐33.6k · 2026-07-16` — GUI for managing Nginx reverse proxies and certificates.
+- [docker/compose](https://github.com/docker/compose) `⭐37.8k · 2026-07-16` — The standard for multi-container app orchestration.
+- [traefik/traefik](https://github.com/traefik/traefik) `⭐64k · 2026-07-16` — Cloud-native reverse proxy with automatic service discovery.
+- [portainer/portainer](https://github.com/portainer/portainer) `⭐38k · 2026-07-15` — Visual management panel for Docker/K8s.
+- [cloudflare/cloudflared](https://github.com/cloudflare/cloudflared) `⭐14.9k · 2026-07-15` — Cloudflare Tunnel client; expose local services to the internet safely.
+- [louislam/uptime-kuma](https://github.com/louislam/uptime-kuma) `⭐89.2k · 2026-07-16` — Self-hosted uptime monitoring; know the moment a service goes down.
+- [getsentry/sentry](https://github.com/getsentry/sentry) `⭐44.3k · 2026-07-16` — Error tracking and performance monitoring; catch problems right after launch.
 
 ## ⚙️ Automation & Workflows
 
 Many requests boil down to "automate this flow" — check for ready-made building blocks first.
 
-- [n8n-io/n8n](https://github.com/n8n-io/n8n) `⭐196.2k · 2026-07-13` — Visual workflow automation platform with hundreds of integrations.
-- [activepieces/activepieces](https://github.com/activepieces/activepieces) `⭐23.2k · 2026-07-13` — Open-source Zapier alternative; AI can be a node too.
-- [windmill-labs/windmill](https://github.com/windmill-labs/windmill) `⭐17.1k · 2026-07-13` — Turn scripts into workflows and UIs; polyglot developer platform.
-- [triggerdotdev/trigger.dev](https://github.com/triggerdotdev/trigger.dev) `⭐15.6k · 2026-07-13` — Code-first background jobs and workflow framework.
-- [temporalio/temporal](https://github.com/temporalio/temporal) `⭐21.6k · 2026-07-12` — Workflow engine for reliably executing long-running processes with auto-recovery.
-- [apache/airflow](https://github.com/apache/airflow) `⭐46.1k · 2026-07-13` — The veteran standard for data-pipeline scheduling.
-- [kestra-io/kestra](https://github.com/kestra-io/kestra) `⭐27.4k · 2026-07-13` — Declarative (YAML) event-driven orchestration platform.
+- [n8n-io/n8n](https://github.com/n8n-io/n8n) `⭐196.6k · 2026-07-16` — Visual workflow automation platform with hundreds of integrations.
+- [activepieces/activepieces](https://github.com/activepieces/activepieces) `⭐23.3k · 2026-07-16` — Open-source Zapier alternative; AI can be a node too.
+- [windmill-labs/windmill](https://github.com/windmill-labs/windmill) `⭐17.2k · 2026-07-16` — Turn scripts into workflows and UIs; polyglot developer platform.
+- [triggerdotdev/trigger.dev](https://github.com/triggerdotdev/trigger.dev) `⭐15.7k · 2026-07-15` — Code-first background jobs and workflow framework.
+- [temporalio/temporal](https://github.com/temporalio/temporal) `⭐21.7k · 2026-07-16` — Workflow engine for reliably executing long-running processes with auto-recovery.
+- [apache/airflow](https://github.com/apache/airflow) `⭐46.1k · 2026-07-16` — The veteran standard for data-pipeline scheduling.
+- [kestra-io/kestra](https://github.com/kestra-io/kestra) `⭐27.4k · 2026-07-16` — Declarative (YAML) event-driven orchestration platform.
 - [huginn/huginn](https://github.com/huginn/huginn) `⭐49.6k · 2026-07-12` — Self-hosted "IFTTT": a fleet of agents watching pages and sending alerts for you.
 
 ## 🎬 Video Production
 
 Let the AI cut, render, and animate for you.
 
-- [browser-use/video-use](https://github.com/browser-use/video-use) `⭐16.8k · 2026-07-01` — Edit videos with coding agents; browser-use for video.
-- [calesthio/OpenMontage](https://github.com/calesthio/OpenMontage) `⭐37.7k · 2026-07-12` — Open-source agentic video production system: 12 pipelines, 500+ skills, turning your coding assistant into a video studio.
-- [harry0703/MoneyPrinterTurbo](https://github.com/harry0703/MoneyPrinterTurbo) `⭐97k · 2026-07-13` — Give it a topic and get a finished short video: script, voiceover, subtitles, all AI.
-- [remotion-dev/remotion](https://github.com/remotion-dev/remotion) `⭐53k · 2026-07-13` — Write videos in React; AI-generated components become rendered footage.
-- [OpenCut-app/OpenCut](https://github.com/OpenCut-app/OpenCut) `⭐64k · 2026-07-10` — Open-source web video editor; the CapCut alternative.
-- [FFmpeg/FFmpeg](https://github.com/FFmpeg/FFmpeg) `⭐62k · 2026-07-13` — The universal audio/video foundation; AI knows ffmpeg commands inside out.
+- [browser-use/video-use](https://github.com/browser-use/video-use) `⭐17k · 2026-07-01` — Edit videos with coding agents; browser-use for video.
+- [calesthio/OpenMontage](https://github.com/calesthio/OpenMontage) `⭐39.1k · 2026-07-12` — Open-source agentic video production system: 12 pipelines, 500+ skills, turning your coding assistant into a video studio.
+- [harry0703/MoneyPrinterTurbo](https://github.com/harry0703/MoneyPrinterTurbo) `⭐97.8k · 2026-07-16` — Give it a topic and get a finished short video: script, voiceover, subtitles, all AI.
+- [remotion-dev/remotion](https://github.com/remotion-dev/remotion) `⭐53.4k · 2026-07-16` — Write videos in React; AI-generated components become rendered footage.
+- [OpenCut-app/OpenCut](https://github.com/OpenCut-app/OpenCut) `⭐73.2k · 2026-07-10` — Open-source web video editor; the CapCut alternative.
+- [FFmpeg/FFmpeg](https://github.com/FFmpeg/FFmpeg) `⭐62.1k · 2026-07-16` — The universal audio/video foundation; AI knows ffmpeg commands inside out.
 - [Zulko/moviepy](https://github.com/Zulko/moviepy) `⭐14.8k · 2026-03-07` — Scripted video editing in Python; the go-to for AI-generated edit scripts.
 - [motion-canvas/motion-canvas](https://github.com/motion-canvas/motion-canvas) `⭐18.8k · 2026-07-02` — Programmatic animations in TypeScript with a visual preview editor.
-- [midrender/revideo](https://github.com/midrender/revideo) `⭐3.9k · 2026-07-10` — TypeScript framework for generating video with code, built for automation.
-- [ManimCommunity/manim](https://github.com/ManimCommunity/manim) `⭐39.5k · 2026-07-11` — The 3Blue1Brown-style math animation engine; perfect for explainer videos.
-- [mifi/lossless-cut](https://github.com/mifi/lossless-cut) `⭐42k · 2026-07-11` — Lossless, instant video cutting with no re-encoding.
+- [midrender/revideo](https://github.com/midrender/revideo) `⭐3.9k · 2026-07-15` — TypeScript framework for generating video with code, built for automation.
+- [ManimCommunity/manim](https://github.com/ManimCommunity/manim) `⭐39.5k · 2026-07-14` — The 3Blue1Brown-style math animation engine; perfect for explainer videos.
+- [mifi/lossless-cut](https://github.com/mifi/lossless-cut) `⭐42.1k · 2026-07-14` — Lossless, instant video cutting with no re-encoding.
 
 ## 🔌 MCP & Agent Ecosystem
 
 Infrastructure for giving your AI superpowers.
 
-- [modelcontextprotocol/servers](https://github.com/modelcontextprotocol/servers) `⭐88.4k · 2026-07-10` — Official MCP server collection: filesystem, databases, search and more, plug and play.
-- [punkpeye/awesome-mcp-servers](https://github.com/punkpeye/awesome-mcp-servers) `⭐90.7k · 2026-07-13` — The community MCP server directory; start here when hunting for add-ons.
-- [langchain-ai/langgraph](https://github.com/langchain-ai/langgraph) `⭐37.1k · 2026-07-12` — Framework for building stateful multi-agent applications.
-- [microsoft/autogen](https://github.com/microsoft/autogen) `⭐59.7k · 2026-04-15` — Microsoft's multi-agent conversation framework.
-- [microsoft/playwright-mcp](https://github.com/microsoft/playwright-mcp) `⭐35k · 2026-07-09` — Official Playwright MCP; let the AI drive a browser directly.
-- [github/github-mcp-server](https://github.com/github/github-mcp-server) `⭐31.4k · 2026-07-10` — GitHub's official MCP; let the AI manage repos, issues, PRs.
-- [PrefectHQ/fastmcp](https://github.com/PrefectHQ/fastmcp) `⭐26.2k · 2026-07-09` — The fast Python framework for building MCP servers and clients.
-- [crewAIInc/crewAI](https://github.com/crewAIInc/crewAI) `⭐55.4k · 2026-07-13` — Role-based multi-agent collaboration framework.
-- [mem0ai/mem0](https://github.com/mem0ai/mem0) `⭐60.7k · 2026-07-11` — A long-term memory layer for AI agents.
-- [browserbase/stagehand](https://github.com/browserbase/stagehand) `⭐23.5k · 2026-07-11` — AI browser automation blending natural language and code control.
-- [openai/openai-agents-python](https://github.com/openai/openai-agents-python) `⭐27.9k · 2026-07-13` — OpenAI's official multi-agent orchestration SDK.
-- [google/adk-python](https://github.com/google/adk-python) `⭐20.6k · 2026-07-12` — Google's Agent Development Kit (ADK).
+- [modelcontextprotocol/servers](https://github.com/modelcontextprotocol/servers) `⭐88.5k · 2026-07-10` — Official MCP server collection: filesystem, databases, search and more, plug and play.
+- [punkpeye/awesome-mcp-servers](https://github.com/punkpeye/awesome-mcp-servers) `⭐90.8k · 2026-07-13` — The community MCP server directory; start here when hunting for add-ons.
+- [langchain-ai/langgraph](https://github.com/langchain-ai/langgraph) `⭐37.4k · 2026-07-15` — Framework for building stateful multi-agent applications.
+- [microsoft/autogen](https://github.com/microsoft/autogen) `⭐59.8k · 2026-04-15` — Microsoft's multi-agent conversation framework.
+- [microsoft/playwright-mcp](https://github.com/microsoft/playwright-mcp) `⭐35.1k · 2026-07-15` — Official Playwright MCP; let the AI drive a browser directly.
+- [github/github-mcp-server](https://github.com/github/github-mcp-server) `⭐31.5k · 2026-07-15` — GitHub's official MCP; let the AI manage repos, issues, PRs.
+- [PrefectHQ/fastmcp](https://github.com/PrefectHQ/fastmcp) `⭐26.2k · 2026-07-16` — The fast Python framework for building MCP servers and clients.
+- [crewAIInc/crewAI](https://github.com/crewAIInc/crewAI) `⭐55.6k · 2026-07-15` — Role-based multi-agent collaboration framework.
+- [mem0ai/mem0](https://github.com/mem0ai/mem0) `⭐61k · 2026-07-16` — A long-term memory layer for AI agents.
+- [browserbase/stagehand](https://github.com/browserbase/stagehand) `⭐23.5k · 2026-07-16` — AI browser automation blending natural language and code control.
+- [openai/openai-agents-python](https://github.com/openai/openai-agents-python) `⭐27.9k · 2026-07-16` — OpenAI's official multi-agent orchestration SDK.
+- [google/adk-python](https://github.com/google/adk-python) `⭐20.6k · 2026-07-16` — Google's Agent Development Kit (ADK).
 
 ---
 
diff --git a/README.md b/README.md
index bbab059..f6bf41a 100644
--- a/README.md
+++ b/README.md
@@ -31,173 +31,174 @@
 
 直接帮你写代码的 Agent / 助手本体。
 
-- [anthropics/claude-code](https://github.com/anthropics/claude-code) `⭐137.6k · 2026-07-11` — 终端里的 AI 编程 Agent，理解整个代码库，执行多步任务。
-- [cline/cline](https://github.com/cline/cline) `⭐64.6k · 2026-07-13` — VS Code 里的自主编程 Agent，能创建/编辑文件、跑命令、用浏览器。
-- [All-Hands-AI/OpenHands](https://github.com/All-Hands-AI/OpenHands) `⭐80.6k · 2026-07-13` — 开源 AI 软件工程师平台，能完成完整开发任务。
-- [Aider-AI/aider](https://github.com/Aider-AI/aider) `⭐47.3k · 2026-05-22` — 终端结对编程工具，直接在本地 git 仓库上改代码。
-- [continuedev/continue](https://github.com/continuedev/continue) `⭐34.8k · 2026-07-13` — 开源 IDE 助手，可自定义模型和上下文源。
+- [anthropics/claude-code](https://github.com/anthropics/claude-code) `⭐138.1k · 2026-07-15` — 终端里的 AI 编程 Agent，理解整个代码库，执行多步任务。
+- [cline/cline](https://github.com/cline/cline) `⭐64.7k · 2026-07-16` — VS Code 里的自主编程 Agent，能创建/编辑文件、跑命令、用浏览器。
+- [All-Hands-AI/OpenHands](https://github.com/All-Hands-AI/OpenHands) `⭐81k · 2026-07-16` — 开源 AI 软件工程师平台，能完成完整开发任务。
+- [Aider-AI/aider](https://github.com/Aider-AI/aider) `⭐47.4k · 2026-05-22` — 终端结对编程工具，直接在本地 git 仓库上改代码。
+- [continuedev/continue](https://github.com/continuedev/continue) `⭐34.9k · 2026-07-16` — 开源 IDE 助手，可自定义模型和上下文源。
 - [RooCodeInc/Roo-Code](https://github.com/RooCodeInc/Roo-Code) `⭐24.3k · 2026-05-15` — Cline 的社区增强分支，多模式 Agent 团队。
-- [openai/codex](https://github.com/openai/codex) `⭐97.5k · 2026-07-13` — OpenAI 的终端编程 Agent，Rust 实现，轻量快速。
-- [google-gemini/gemini-cli](https://github.com/google-gemini/gemini-cli) `⭐105.9k · 2026-07-13` — Google 开源的终端 AI Agent，直连 Gemini。
-- [anomalyco/opencode](https://github.com/anomalyco/opencode) `⭐185.2k · 2026-07-13` — 开源终端 AI 编程 Agent，模型随便换。
-- [aaif-goose/goose](https://github.com/aaif-goose/goose) `⭐51.1k · 2026-07-13` — 本地运行的开源 AI Agent，可装扩展自动化工程任务。
+- [openai/codex](https://github.com/openai/codex) `⭐98.7k · 2026-07-16` — OpenAI 的终端编程 Agent，Rust 实现，轻量快速。
+- [google-gemini/gemini-cli](https://github.com/google-gemini/gemini-cli) `⭐106k · 2026-07-16` — Google 开源的终端 AI Agent，直连 Gemini。
+- [anomalyco/opencode](https://github.com/anomalyco/opencode) `⭐186.4k · 2026-07-16` — 开源终端 AI 编程 Agent，模型随便换。
+- [aaif-goose/goose](https://github.com/aaif-goose/goose) `⭐51.3k · 2026-07-16` — 本地运行的开源 AI Agent，可装扩展自动化工程任务。
 - [TabbyML/tabby](https://github.com/TabbyML/tabby) `⭐33.7k · 2026-06-30` — 自托管 AI 代码补全，Copilot 的开源替代。
-- [Kilo-Org/kilocode](https://github.com/Kilo-Org/kilocode) `⭐26.1k · 2026-07-13` — VS Code 开源 AI Agent，集 Cline/Roo 之长。
+- [Kilo-Org/kilocode](https://github.com/Kilo-Org/kilocode) `⭐26.3k · 2026-07-16` — VS Code 开源 AI Agent，集 Cline/Roo 之长。
 
 ## 📝 提示词与规则
 
 给 AI 定规矩、给灵感的资源库。
 
 - [PatrickJS/awesome-cursorrules](https://github.com/PatrickJS/awesome-cursorrules) `⭐40.3k · 2026-05-30` — 各种技术栈的 .cursorrules 规则合集，拿来即用。
-- [f/awesome-chatgpt-prompts](https://github.com/f/awesome-chatgpt-prompts) `⭐165.6k · 2026-07-13` — 经典提示词大全，写系统提示词的参考。
-- [x1xhlol/system-prompts-and-models-of-ai-tools](https://github.com/x1xhlol/system-prompts-and-models-of-ai-tools) `⭐141.9k · 2026-07-12` — 各大 AI 编程工具的系统提示词逆向合集，学习工具怎么"调教"模型。
-- [anthropics/skills](https://github.com/anthropics/skills) `⭐160.7k · 2026-07-01` — Anthropic 官方 Agent Skills 合集，给 Claude 装领域技能。
-- [obra/superpowers](https://github.com/obra/superpowers) `⭐253.4k · 2026-07-10` — 编程 Agent 技能全家桶：头脑风暴、TDD、系统化调试等工作流。
-- [dair-ai/Prompt-Engineering-Guide](https://github.com/dair-ai/Prompt-Engineering-Guide) `⭐76.4k · 2026-03-11` — 提示词工程系统教程，论文、技巧、案例俱全。
-- [anthropics/prompt-eng-interactive-tutorial](https://github.com/anthropics/prompt-eng-interactive-tutorial) `⭐37k · 2026-03-01` — Anthropic 官方交互式提示词教程。
-- [NirDiamant/Prompt_Engineering](https://github.com/NirDiamant/Prompt_Engineering) `⭐7.7k · 2026-07-12` — 提示词技术实战教程集，从基础到高级都带代码。
-- [ai-boost/awesome-prompts](https://github.com/ai-boost/awesome-prompts) `⭐8.4k · 2026-07-13` — 精选高分 GPTs 提示词与提示词工程资料。
+- [f/awesome-chatgpt-prompts](https://github.com/f/awesome-chatgpt-prompts) `⭐165.8k · 2026-07-16` — 经典提示词大全，写系统提示词的参考。
+- [x1xhlol/system-prompts-and-models-of-ai-tools](https://github.com/x1xhlol/system-prompts-and-models-of-ai-tools) `⭐142k · 2026-07-12` — 各大 AI 编程工具的系统提示词逆向合集，学习工具怎么"调教"模型。
+- [anthropics/skills](https://github.com/anthropics/skills) `⭐161.6k · 2026-07-13` — Anthropic 官方 Agent Skills 合集，给 Claude 装领域技能。
+- [obra/superpowers](https://github.com/obra/superpowers) `⭐255.7k · 2026-07-16` — 编程 Agent 技能全家桶：头脑风暴、TDD、系统化调试等工作流。
+- [dair-ai/Prompt-Engineering-Guide](https://github.com/dair-ai/Prompt-Engineering-Guide) `⭐76.5k · 2026-03-11` — 提示词工程系统教程，论文、技巧、案例俱全。
+- [anthropics/prompt-eng-interactive-tutorial](https://github.com/anthropics/prompt-eng-interactive-tutorial) `⭐37.1k · 2026-03-01` — Anthropic 官方交互式提示词教程。
+- [NirDiamant/Prompt_Engineering](https://github.com/NirDiamant/Prompt_Engineering) `⭐7.7k · 2026-07-14` — 提示词技术实战教程集，从基础到高级都带代码。
+- [ai-boost/awesome-prompts](https://github.com/ai-boost/awesome-prompts) `⭐8.5k · 2026-07-16` — 精选高分 GPTs 提示词与提示词工程资料。
 
 ## 📚 让 AI 读懂代码与文档
 
 把仓库、网页、文档转成 AI 能吃的上下文。
 
-- [coderamp-labs/gitingest](https://github.com/coderamp-labs/gitingest) `⭐15k · 2026-07-08` — 把任意 Git 仓库一键变成适合喂给 LLM 的纯文本摘要。
-- [upstash/context7](https://github.com/upstash/context7) `⭐59k · 2026-07-10` — MCP 服务器，让 AI 实时获取库的最新官方文档和示例代码。
+- [coderamp-labs/gitingest](https://github.com/coderamp-labs/gitingest) `⭐15.1k · 2026-07-14` — 把任意 Git 仓库一键变成适合喂给 LLM 的纯文本摘要。
+- [upstash/context7](https://github.com/upstash/context7) `⭐59.2k · 2026-07-13` — MCP 服务器，让 AI 实时获取库的最新官方文档和示例代码。
 - [AsyncFuncAI/deepwiki-open](https://github.com/AsyncFuncAI/deepwiki-open) `⭐17.3k · 2026-06-03` — 给任意仓库自动生成 Wiki 文档，帮 AI 和人快速理解项目。
-- [yamadashy/repomix](https://github.com/yamadashy/repomix) `⭐27.1k · 2026-07-12` — 把整个代码库打包成一份 AI 友好的文件，gitingest 的热门同类。
-- [microsoft/markitdown](https://github.com/microsoft/markitdown) `⭐165.3k · 2026-06-24` — 微软出品，Office/PDF 等各种文件转 Markdown 喂 LLM。
-- [docling-project/docling](https://github.com/docling-project/docling) `⭐63.1k · 2026-07-13` — IBM 开源文档解析器，PDF/表格/版面理解，输出结构化数据。
-- [opendatalab/MinerU](https://github.com/opendatalab/MinerU) `⭐74.4k · 2026-07-13` — 高质量 PDF 转 Markdown/JSON，公式表格都能抽。
-- [datalab-to/marker](https://github.com/datalab-to/marker) `⭐37.4k · 2026-07-07` — PDF 快速精准转 Markdown，公式表格支持好。
-- [jina-ai/reader](https://github.com/jina-ai/reader) `⭐11.5k · 2026-05-22` — 任意 URL 前加 r.jina.ai 即得 LLM 友好的正文文本。
-- [Unstructured-IO/unstructured](https://github.com/Unstructured-IO/unstructured) `⭐15.1k · 2026-07-12` — 各种格式文档的 ETL 预处理库，RAG 数据管道常客。
+- [yamadashy/repomix](https://github.com/yamadashy/repomix) `⭐27.2k · 2026-07-15` — 把整个代码库打包成一份 AI 友好的文件，gitingest 的热门同类。
+- [microsoft/markitdown](https://github.com/microsoft/markitdown) `⭐166.5k · 2026-06-24` — 微软出品，Office/PDF 等各种文件转 Markdown 喂 LLM。
+- [docling-project/docling](https://github.com/docling-project/docling) `⭐63.3k · 2026-07-15` — IBM 开源文档解析器，PDF/表格/版面理解，输出结构化数据。
+- [opendatalab/MinerU](https://github.com/opendatalab/MinerU) `⭐74.8k · 2026-07-15` — 高质量 PDF 转 Markdown/JSON，公式表格都能抽。
+- [datalab-to/marker](https://github.com/datalab-to/marker) `⭐37.5k · 2026-07-07` — PDF 快速精准转 Markdown，公式表格支持好。
+- [jina-ai/reader](https://github.com/jina-ai/reader) `⭐11.6k · 2026-05-22` — 任意 URL 前加 r.jina.ai 即得 LLM 友好的正文文本。
+- [Unstructured-IO/unstructured](https://github.com/Unstructured-IO/unstructured) `⭐15.1k · 2026-07-15` — 各种格式文档的 ETL 预处理库，RAG 数据管道常客。
 
 ## 🕷️ 爬虫与数据采集
 
-- [scrapy/scrapy](https://github.com/scrapy/scrapy) `⭐63.1k · 2026-07-09` — Python 爬虫框架老大哥，生态成熟，AI 对它的用法非常熟。
-- [unclecode/crawl4ai](https://github.com/unclecode/crawl4ai) `⭐72.5k · 2026-07-11` — 为 LLM 设计的爬虫，输出干净的 Markdown，天生适合喂 AI。
-- [mendableai/firecrawl](https://github.com/mendableai/firecrawl) `⭐150.1k · 2026-07-13` — 把整站抓成 LLM-ready 的 Markdown/结构化数据，带 API。
-- [apify/crawlee](https://github.com/apify/crawlee) `⭐24.7k · 2026-07-13` — Node.js 爬虫与浏览器自动化库，反爬处理完善。
-- [microsoft/playwright](https://github.com/microsoft/playwright) `⭐92.7k · 2026-07-13` — 浏览器自动化标准件，动态页面抓取和 E2E 测试都靠它。
-- [browser-use/browser-use](https://github.com/browser-use/browser-use) `⭐104.5k · 2026-07-13` — 让 AI Agent 直接操控浏览器抓取和操作网页。
-- [D4Vinci/Scrapling](https://github.com/D4Vinci/Scrapling) `⭐69.3k · 2026-07-12` — 自适应反爬的 Python 爬虫库，网站改版也不易失效。
-- [NanmiCoder/MediaCrawler](https://github.com/NanmiCoder/MediaCrawler) `⭐56.2k · 2026-07-10` — 小红书/抖音/B站/微博等中文社媒爬虫合集。
+- [scrapy/scrapy](https://github.com/scrapy/scrapy) `⭐63.2k · 2026-07-13` — Python 爬虫框架老大哥，生态成熟，AI 对它的用法非常熟。
+- [unclecode/crawl4ai](https://github.com/unclecode/crawl4ai) `⭐72.9k · 2026-07-15` — 为 LLM 设计的爬虫，输出干净的 Markdown，天生适合喂 AI。
+- [mendableai/firecrawl](https://github.com/mendableai/firecrawl) `⭐151.7k · 2026-07-16` — 把整站抓成 LLM-ready 的 Markdown/结构化数据，带 API。
+- [apify/crawlee](https://github.com/apify/crawlee) `⭐24.7k · 2026-07-16` — Node.js 爬虫与浏览器自动化库，反爬处理完善。
+- [microsoft/playwright](https://github.com/microsoft/playwright) `⭐92.9k · 2026-07-16` — 浏览器自动化标准件，动态页面抓取和 E2E 测试都靠它。
+- [browser-use/browser-use](https://github.com/browser-use/browser-use) `⭐105k · 2026-07-15` — 让 AI Agent 直接操控浏览器抓取和操作网页。
+- [D4Vinci/Scrapling](https://github.com/D4Vinci/Scrapling) `⭐69.7k · 2026-07-15` — 自适应反爬的 Python 爬虫库，网站改版也不易失效。
+- [NanmiCoder/MediaCrawler](https://github.com/NanmiCoder/MediaCrawler) `⭐56.7k · 2026-07-16` — 小红书/抖音/B站/微博等中文社媒爬虫合集。
 - [NaiboWang/EasySpider](https://github.com/NaiboWang/EasySpider) `⭐44.2k · 2026-07-03` — 可视化无代码爬虫，图形界面设计采集流程。
-- [getmaxun/maxun](https://github.com/getmaxun/maxun) `⭐16.5k · 2026-07-10` — 开源无代码平台，训练机器人把网页变成 API/表格。
-- [puppeteer/puppeteer](https://github.com/puppeteer/puppeteer) `⭐95.4k · 2026-07-13` — Chrome 官方无头浏览器自动化库。
-- [SeleniumHQ/selenium](https://github.com/SeleniumHQ/selenium) `⭐34.3k · 2026-07-13` — 浏览器自动化元老，跨浏览器兼容性最好。
+- [getmaxun/maxun](https://github.com/getmaxun/maxun) `⭐16.5k · 2026-07-15` — 开源无代码平台，训练机器人把网页变成 API/表格。
+- [puppeteer/puppeteer](https://github.com/puppeteer/puppeteer) `⭐95.5k · 2026-07-16` — Chrome 官方无头浏览器自动化库。
+- [SeleniumHQ/selenium](https://github.com/SeleniumHQ/selenium) `⭐34.3k · 2026-07-16` — 浏览器自动化元老，跨浏览器兼容性最好。
 
 ## 🎨 前端与 UI
 
 让 AI 生成的界面不丑的关键。
 
-- [shadcn-ui/ui](https://github.com/shadcn-ui/ui) `⭐119k · 2026-07-13` — 复制即用的组件集，AI 生成 React 界面的事实标准。
-- [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss) `⭐96k · 2026-07-09` — 原子化 CSS，AI 写样式的首选，训练语料最多。
-- [saadeghi/daisyui](https://github.com/saadeghi/daisyui) `⭐41.6k · 2026-07-12` — Tailwind 组件库，纯 class 就能出成品感界面。
-- [ant-design/ant-design](https://github.com/ant-design/ant-design) `⭐98.7k · 2026-07-13` — 企业级 React 组件库，中后台界面直接抄。
-- [claude-code · frontend-design 技能](https://github.com/anthropics/claude-code/blob/main/plugins/frontend-design/skills/frontend-design/SKILL.md) `⭐137.6k · 2026-07-11` — Claude Code 官方前端设计技能，教 AI 做有设计感、不落模板俗套的界面。
-- [pbakaus/impeccable](https://github.com/pbakaus/impeccable) `⭐46.1k · 2026-07-10` — 一套喂给 AI 的设计语言，让 AI 助手真正懂设计。
-- [Leonxlnx/taste-skill](https://github.com/Leonxlnx/taste-skill) `⭐62.7k · 2026-07-04` — 给 AI 装上"审美品味"，不再生成千篇一律的平庸界面。
-- [VoltAgent/awesome-design-md](https://github.com/VoltAgent/awesome-design-md) `⭐101.4k · 2026-06-16` — 各大品牌设计系统提炼成的 DESIGN.md 合集，丢进项目让 AI 生成风格统一的 UI。
-- [greensock/gsap-skills](https://github.com/greensock/gsap-skills) `⭐11.4k · 2026-04-21` — GSAP 官方 AI 技能，教 AI 正确写动画：最佳实践、常用模式、插件用法。
-- [JCodesMore/ai-website-cloner-template](https://github.com/JCodesMore/ai-website-cloner-template) `⭐28k · 2026-07-04` — 一条命令让 AI 克隆任意网站的模板。
+- [shadcn-ui/ui](https://github.com/shadcn-ui/ui) `⭐119.2k · 2026-07-16` — 复制即用的组件集，AI 生成 React 界面的事实标准。
+- [tailwindlabs/tailwindcss](https://github.com/tailwindlabs/tailwindcss) `⭐96k · 2026-07-15` — 原子化 CSS，AI 写样式的首选，训练语料最多。
+- [saadeghi/daisyui](https://github.com/saadeghi/daisyui) `⭐41.7k · 2026-07-12` — Tailwind 组件库，纯 class 就能出成品感界面。
+- [ant-design/ant-design](https://github.com/ant-design/ant-design) `⭐98.7k · 2026-07-16` — 企业级 React 组件库，中后台界面直接抄。
+- [claude-code · frontend-design 技能](https://github.com/anthropics/claude-code/blob/main/plugins/frontend-design/skills/frontend-design/SKILL.md) `⭐138.1k · 2026-07-15` — Claude Code 官方前端设计技能，教 AI 做有设计感、不落模板俗套的界面。
+- [pbakaus/impeccable](https://github.com/pbakaus/impeccable) `⭐47.2k · 2026-07-16` — 一套喂给 AI 的设计语言，让 AI 助手真正懂设计。
+- [Leonxlnx/taste-skill](https://github.com/Leonxlnx/taste-skill) `⭐64k · 2026-07-04` — 给 AI 装上"审美品味"，不再生成千篇一律的平庸界面。
+- [VoltAgent/awesome-design-md](https://github.com/VoltAgent/awesome-design-md) `⭐102.3k · 2026-06-16` — 各大品牌设计系统提炼成的 DESIGN.md 合集，丢进项目让 AI 生成风格统一的 UI。
+- [greensock/gsap-skills](https://github.com/greensock/gsap-skills) `⭐11.6k · 2026-04-21` — GSAP 官方 AI 技能，教 AI 正确写动画：最佳实践、常用模式、插件用法。
+- [JCodesMore/ai-website-cloner-template](https://github.com/JCodesMore/ai-website-cloner-template) `⭐28.5k · 2026-07-04` — 一条命令让 AI 克隆任意网站的模板。
 - [diffusionstudio/lottie](https://github.com/diffusionstudio/lottie) `⭐4.8k · 2026-07-06` — 用 Claude Code / Codex 生成可直接上线的 Lottie 动画。
-- [nolangz/pixel2motion](https://github.com/nolangz/pixel2motion) `⭐1.6k · 2026-07-10` — AI logo 动画技能：把位图 logo 变成流畅的 SVG 动画和 GIF/视频预览。
+- [nolangz/pixel2motion](https://github.com/nolangz/pixel2motion) `⭐1.7k · 2026-07-10` — AI logo 动画技能：把位图 logo 变成流畅的 SVG 动画和 GIF/视频预览。
+- [emilkowalski/skills · apple-design](https://github.com/emilkowalski/skills/blob/main/skills/apple-design/SKILL.md) `⭐14k · 2026-07-15` — 设计工程师 Emil Kowalski（sonner/vaul 作者）的 Apple 设计技能，教 AI 苹果级的动效与细节品味。
 - [Web to Figma（Figma 插件）](https://www.figma.com/community/plugin/1297530151115228662/web-to-figma-convert-any-website-or-html-code-to-design) — 把任意网站或 HTML 代码转成 Figma 设计稿。⚠️ 非开源仓库，Figma 社区插件，破例收录。
 
 ## 🏗️ 后端与全栈脚手架
 
 在成熟骨架上让 AI 改，比从零生成靠谱得多。
 
-- [fastapi/fastapi](https://github.com/fastapi/fastapi) `⭐100.4k · 2026-07-13` — Python 高性能 API 框架，类型驱动，AI 生成的代码质量高。
-- [nestjs/nest](https://github.com/nestjs/nest) `⭐76.2k · 2026-07-13` — Node.js 企业级后端框架，结构清晰适合 AI 遵循。
-- [supabase/supabase](https://github.com/supabase/supabase) `⭐106.3k · 2026-07-13` — 开源 Firebase 替代品，数据库+认证+存储一条龙。
-- [vercel/next.js](https://github.com/vercel/next.js) `⭐141k · 2026-07-13` — React 全栈框架，AI 最熟悉的前端框架之一。
-- [django/django](https://github.com/django/django) `⭐88.2k · 2026-07-10` — Python 全家桶式 Web 框架，自带 Admin/ORM，AI 语料极多。
+- [fastapi/fastapi](https://github.com/fastapi/fastapi) `⭐100.6k · 2026-07-16` — Python 高性能 API 框架，类型驱动，AI 生成的代码质量高。
+- [nestjs/nest](https://github.com/nestjs/nest) `⭐76.3k · 2026-07-16` — Node.js 企业级后端框架，结构清晰适合 AI 遵循。
+- [supabase/supabase](https://github.com/supabase/supabase) `⭐106.5k · 2026-07-16` — 开源 Firebase 替代品，数据库+认证+存储一条龙。
+- [vercel/next.js](https://github.com/vercel/next.js) `⭐141.1k · 2026-07-16` — React 全栈框架，AI 最熟悉的前端框架之一。
+- [django/django](https://github.com/django/django) `⭐88.2k · 2026-07-15` — Python 全家桶式 Web 框架，自带 Admin/ORM，AI 语料极多。
 - [expressjs/express](https://github.com/expressjs/express) `⭐69.4k · 2026-07-12` — Node.js 最经典的 Web 框架，简单直接。
 - [gin-gonic/gin](https://github.com/gin-gonic/gin) `⭐88.9k · 2026-06-26` — Go 高性能 Web 框架，写 API 服务的首选。
-- [spring-projects/spring-boot](https://github.com/spring-projects/spring-boot) `⭐81.2k · 2026-07-07` — Java 企业级标准，开箱即用。
-- [honojs/hono](https://github.com/honojs/hono) `⭐31.3k · 2026-07-13` — 超轻量 Web 框架，Node/Deno/Bun/Cloudflare Workers 通吃。
-- [nuxt/nuxt](https://github.com/nuxt/nuxt) `⭐60.8k · 2026-07-13` — Vue 全栈框架，Vue 版的 Next.js。
-- [prisma/prisma](https://github.com/prisma/prisma) `⭐47.3k · 2026-07-10` — TypeScript ORM，类型安全的数据库访问层。
-- [pocketbase/pocketbase](https://github.com/pocketbase/pocketbase) `⭐59.6k · 2026-07-13` — 单文件后端：数据库+认证+文件存储，一个二进制跑起来。
+- [spring-projects/spring-boot](https://github.com/spring-projects/spring-boot) `⭐81.2k · 2026-07-16` — Java 企业级标准，开箱即用。
+- [honojs/hono](https://github.com/honojs/hono) `⭐31.4k · 2026-07-16` — 超轻量 Web 框架，Node/Deno/Bun/Cloudflare Workers 通吃。
+- [nuxt/nuxt](https://github.com/nuxt/nuxt) `⭐60.8k · 2026-07-15` — Vue 全栈框架，Vue 版的 Next.js。
+- [prisma/prisma](https://github.com/prisma/prisma) `⭐47.4k · 2026-07-14` — TypeScript ORM，类型安全的数据库访问层。
+- [pocketbase/pocketbase](https://github.com/pocketbase/pocketbase) `⭐59.8k · 2026-07-16` — 单文件后端：数据库+认证+文件存储，一个二进制跑起来。
 
 ## ✅ 测试与质量保障
 
 AI 写的代码，得有办法证明它是对的。
 
-- [pytest-dev/pytest](https://github.com/pytest-dev/pytest) `⭐14.3k · 2026-07-13` — Python 测试框架事实标准，插件生态庞大。
-- [vitest-dev/vitest](https://github.com/vitest-dev/vitest) `⭐16.8k · 2026-07-13` — Vite 原生测试框架，前端项目开箱即用。
-- [jestjs/jest](https://github.com/jestjs/jest) `⭐45.5k · 2026-07-12` — 经典 JS 测试框架，语料最多，AI 最熟。
-- [cypress-io/cypress](https://github.com/cypress-io/cypress) `⭐50.7k · 2026-07-13` — 端到端测试框架，在真实浏览器里跑用户流程。
-- [astral-sh/ruff](https://github.com/astral-sh/ruff) `⭐48.6k · 2026-07-13` — 极快的 Python linter + 格式化器，AI 生成的代码先过一遍。
-- [biomejs/biome](https://github.com/biomejs/biome) `⭐25.4k · 2026-07-13` — JS/TS 一体化 lint + 格式化，Prettier/ESLint 二合一替代。
+- [pytest-dev/pytest](https://github.com/pytest-dev/pytest) `⭐14.3k · 2026-07-14` — Python 测试框架事实标准，插件生态庞大。
+- [vitest-dev/vitest](https://github.com/vitest-dev/vitest) `⭐16.8k · 2026-07-16` — Vite 原生测试框架，前端项目开箱即用。
+- [jestjs/jest](https://github.com/jestjs/jest) `⭐45.5k · 2026-07-15` — 经典 JS 测试框架，语料最多，AI 最熟。
+- [cypress-io/cypress](https://github.com/cypress-io/cypress) `⭐50.7k · 2026-07-16` — 端到端测试框架，在真实浏览器里跑用户流程。
+- [astral-sh/ruff](https://github.com/astral-sh/ruff) `⭐48.6k · 2026-07-16` — 极快的 Python linter + 格式化器，AI 生成的代码先过一遍。
+- [biomejs/biome](https://github.com/biomejs/biome) `⭐25.4k · 2026-07-16` — JS/TS 一体化 lint + 格式化，Prettier/ESLint 二合一替代。
 - [The-PR-Agent/pr-agent](https://github.com/The-PR-Agent/pr-agent) `⭐12.1k · 2026-07-10` — AI 自动 code review，在 PR 里直接给改进建议。
-- [faker-js/faker](https://github.com/faker-js/faker) `⭐15.4k · 2026-07-13` — 批量生成逼真的测试数据。
-- [locustio/locust](https://github.com/locustio/locust) `⭐28k · 2026-07-12` — 用 Python 脚本写场景的压测工具。
-- [stryker-mutator/stryker-js](https://github.com/stryker-mutator/stryker-js) `⭐2.9k · 2026-07-13` — 变异测试，检验你的测试是不是真能抓住 bug。
+- [faker-js/faker](https://github.com/faker-js/faker) `⭐15.4k · 2026-07-16` — 批量生成逼真的测试数据。
+- [locustio/locust](https://github.com/locustio/locust) `⭐28k · 2026-07-14` — 用 Python 脚本写场景的压测工具。
+- [stryker-mutator/stryker-js](https://github.com/stryker-mutator/stryker-js) `⭐2.9k · 2026-07-15` — 变异测试，检验你的测试是不是真能抓住 bug。
 
 ## 🚀 部署与上线
 
 最后一公里：让 AI 照着成熟方案写部署，别自己瞎折腾。
 
-- [coollabsio/coolify](https://github.com/coollabsio/coolify) `⭐58.4k · 2026-07-11` — 自托管的 Vercel/Heroku 替代，点几下把应用跑起来。
-- [Dokploy/dokploy](https://github.com/Dokploy/dokploy) `⭐35.6k · 2026-07-10` — 开源部署面板，Docker 应用一键上线。
-- [caddyserver/caddy](https://github.com/caddyserver/caddy) `⭐74k · 2026-07-12` — 自动 HTTPS 的 Web 服务器，配置极简。
-- [NginxProxyManager/nginx-proxy-manager](https://github.com/NginxProxyManager/nginx-proxy-manager) `⭐33.6k · 2026-06-29` — 图形界面管理 Nginx 反代和证书。
-- [docker/compose](https://github.com/docker/compose) `⭐37.8k · 2026-07-09` — 多容器应用编排的标准件。
-- [traefik/traefik](https://github.com/traefik/traefik) `⭐64k · 2026-07-10` — 云原生反向代理，服务发现全自动。
-- [portainer/portainer](https://github.com/portainer/portainer) `⭐38k · 2026-07-12` — Docker/K8s 图形化管理面板。
-- [cloudflare/cloudflared](https://github.com/cloudflare/cloudflared) `⭐14.8k · 2026-07-09` — Cloudflare Tunnel 客户端，把内网服务安全暴露到公网。
-- [louislam/uptime-kuma](https://github.com/louislam/uptime-kuma) `⭐89.1k · 2026-07-13` — 自托管可用性监控，服务挂了立刻知道。
-- [getsentry/sentry](https://github.com/getsentry/sentry) `⭐44.3k · 2026-07-13` — 错误追踪与性能监控，上线后第一时间发现问题。
+- [coollabsio/coolify](https://github.com/coollabsio/coolify) `⭐58.7k · 2026-07-15` — 自托管的 Vercel/Heroku 替代，点几下把应用跑起来。
+- [Dokploy/dokploy](https://github.com/Dokploy/dokploy) `⭐35.7k · 2026-07-15` — 开源部署面板，Docker 应用一键上线。
+- [caddyserver/caddy](https://github.com/caddyserver/caddy) `⭐74.1k · 2026-07-15` — 自动 HTTPS 的 Web 服务器，配置极简。
+- [NginxProxyManager/nginx-proxy-manager](https://github.com/NginxProxyManager/nginx-proxy-manager) `⭐33.6k · 2026-07-16` — 图形界面管理 Nginx 反代和证书。
+- [docker/compose](https://github.com/docker/compose) `⭐37.8k · 2026-07-16` — 多容器应用编排的标准件。
+- [traefik/traefik](https://github.com/traefik/traefik) `⭐64k · 2026-07-16` — 云原生反向代理，服务发现全自动。
+- [portainer/portainer](https://github.com/portainer/portainer) `⭐38k · 2026-07-15` — Docker/K8s 图形化管理面板。
+- [cloudflare/cloudflared](https://github.com/cloudflare/cloudflared) `⭐14.9k · 2026-07-15` — Cloudflare Tunnel 客户端，把内网服务安全暴露到公网。
+- [louislam/uptime-kuma](https://github.com/louislam/uptime-kuma) `⭐89.2k · 2026-07-16` — 自托管可用性监控，服务挂了立刻知道。
+- [getsentry/sentry](https://github.com/getsentry/sentry) `⭐44.3k · 2026-07-16` — 错误追踪与性能监控，上线后第一时间发现问题。
 
 ## ⚙️ 自动化与工作流
 
 很多需求本质是"自动化个流程"——先看看有没有现成积木。
 
-- [n8n-io/n8n](https://github.com/n8n-io/n8n) `⭐196.2k · 2026-07-13` — 可视化工作流自动化平台，几百个集成节点。
-- [activepieces/activepieces](https://github.com/activepieces/activepieces) `⭐23.2k · 2026-07-13` — 开源 Zapier 替代，AI 也能当节点用。
-- [windmill-labs/windmill](https://github.com/windmill-labs/windmill) `⭐17.1k · 2026-07-13` — 把脚本变成工作流和 UI 的开发者平台，多语言支持。
-- [triggerdotdev/trigger.dev](https://github.com/triggerdotdev/trigger.dev) `⭐15.6k · 2026-07-13` — 代码优先的后台任务/工作流框架。
-- [temporalio/temporal](https://github.com/temporalio/temporal) `⭐21.6k · 2026-07-12` — 可靠执行长流程的工作流引擎，失败自动恢复。
-- [apache/airflow](https://github.com/apache/airflow) `⭐46.1k · 2026-07-13` — 数据管道调度的老牌标准。
-- [kestra-io/kestra](https://github.com/kestra-io/kestra) `⭐27.4k · 2026-07-13` — 声明式（YAML）编排平台，事件驱动。
+- [n8n-io/n8n](https://github.com/n8n-io/n8n) `⭐196.6k · 2026-07-16` — 可视化工作流自动化平台，几百个集成节点。
+- [activepieces/activepieces](https://github.com/activepieces/activepieces) `⭐23.3k · 2026-07-16` — 开源 Zapier 替代，AI 也能当节点用。
+- [windmill-labs/windmill](https://github.com/windmill-labs/windmill) `⭐17.2k · 2026-07-16` — 把脚本变成工作流和 UI 的开发者平台，多语言支持。
+- [triggerdotdev/trigger.dev](https://github.com/triggerdotdev/trigger.dev) `⭐15.7k · 2026-07-15` — 代码优先的后台任务/工作流框架。
+- [temporalio/temporal](https://github.com/temporalio/temporal) `⭐21.7k · 2026-07-16` — 可靠执行长流程的工作流引擎，失败自动恢复。
+- [apache/airflow](https://github.com/apache/airflow) `⭐46.1k · 2026-07-16` — 数据管道调度的老牌标准。
+- [kestra-io/kestra](https://github.com/kestra-io/kestra) `⭐27.4k · 2026-07-16` — 声明式（YAML）编排平台，事件驱动。
 - [huginn/huginn](https://github.com/huginn/huginn) `⭐49.6k · 2026-07-12` — 自托管版"IFTTT"，一群 agent 帮你盯网页、发通知。
 
 ## 🎬 视频制作
 
 让 AI 帮你剪片、出片、做动画。
 
-- [browser-use/video-use](https://github.com/browser-use/video-use) `⭐16.8k · 2026-07-01` — 用编程 Agent 剪视频，视频界的 browser-use。
-- [calesthio/OpenMontage](https://github.com/calesthio/OpenMontage) `⭐37.7k · 2026-07-12` — 开源 Agent 化视频生产系统：12 条流水线、500+ 技能，把 AI 编程助手变成视频工作室。
-- [harry0703/MoneyPrinterTurbo](https://github.com/harry0703/MoneyPrinterTurbo) `⭐97k · 2026-07-13` — 给个主题就自动生成短视频，文案配音字幕全流程 AI。
-- [remotion-dev/remotion](https://github.com/remotion-dev/remotion) `⭐53k · 2026-07-13` — 用 React 写视频，AI 生成组件代码即可出片。
-- [OpenCut-app/OpenCut](https://github.com/OpenCut-app/OpenCut) `⭐64k · 2026-07-10` — 开源网页版视频剪辑器，CapCut 的替代品。
-- [FFmpeg/FFmpeg](https://github.com/FFmpeg/FFmpeg) `⭐62k · 2026-07-13` — 音视频处理的万能底座，AI 写 ffmpeg 命令非常熟。
+- [browser-use/video-use](https://github.com/browser-use/video-use) `⭐17k · 2026-07-01` — 用编程 Agent 剪视频，视频界的 browser-use。
+- [calesthio/OpenMontage](https://github.com/calesthio/OpenMontage) `⭐39.1k · 2026-07-12` — 开源 Agent 化视频生产系统：12 条流水线、500+ 技能，把 AI 编程助手变成视频工作室。
+- [harry0703/MoneyPrinterTurbo](https://github.com/harry0703/MoneyPrinterTurbo) `⭐97.8k · 2026-07-16` — 给个主题就自动生成短视频，文案配音字幕全流程 AI。
+- [remotion-dev/remotion](https://github.com/remotion-dev/remotion) `⭐53.4k · 2026-07-16` — 用 React 写视频，AI 生成组件代码即可出片。
+- [OpenCut-app/OpenCut](https://github.com/OpenCut-app/OpenCut) `⭐73.2k · 2026-07-10` — 开源网页版视频剪辑器，CapCut 的替代品。
+- [FFmpeg/FFmpeg](https://github.com/FFmpeg/FFmpeg) `⭐62.1k · 2026-07-16` — 音视频处理的万能底座，AI 写 ffmpeg 命令非常熟。
 - [Zulko/moviepy](https://github.com/Zulko/moviepy) `⭐14.8k · 2026-03-07` — Python 脚本化视频剪辑库，让 AI 生成剪辑脚本的首选。
 - [motion-canvas/motion-canvas](https://github.com/motion-canvas/motion-canvas) `⭐18.8k · 2026-07-02` — 用 TS 代码写程序化动画，带可视化预览编辑。
-- [midrender/revideo](https://github.com/midrender/revideo) `⭐3.9k · 2026-07-10` — 代码生成视频的 TypeScript 框架，主打自动化出片。
-- [ManimCommunity/manim](https://github.com/ManimCommunity/manim) `⭐39.5k · 2026-07-11` — 3Blue1Brown 同款数学动画引擎，做讲解视频的利器。
-- [mifi/lossless-cut](https://github.com/mifi/lossless-cut) `⭐42k · 2026-07-11` — 无损快速剪切视频，不重新编码秒级出片。
+- [midrender/revideo](https://github.com/midrender/revideo) `⭐3.9k · 2026-07-15` — 代码生成视频的 TypeScript 框架，主打自动化出片。
+- [ManimCommunity/manim](https://github.com/ManimCommunity/manim) `⭐39.5k · 2026-07-14` — 3Blue1Brown 同款数学动画引擎，做讲解视频的利器。
+- [mifi/lossless-cut](https://github.com/mifi/lossless-cut) `⭐42.1k · 2026-07-14` — 无损快速剪切视频，不重新编码秒级出片。
 
 ## 🔌 MCP 与 Agent 生态
 
 给 AI 装外挂的基础设施。
 
-- [modelcontextprotocol/servers](https://github.com/modelcontextprotocol/servers) `⭐88.4k · 2026-07-10` — MCP 官方服务器合集，文件系统、数据库、搜索等能力即插即用。
-- [punkpeye/awesome-mcp-servers](https://github.com/punkpeye/awesome-mcp-servers) `⭐90.7k · 2026-07-13` — 社区 MCP 服务器大全，找外挂先来这。
-- [langchain-ai/langgraph](https://github.com/langchain-ai/langgraph) `⭐37.1k · 2026-07-12` — 构建有状态多 Agent 应用的框架。
-- [microsoft/autogen](https://github.com/microsoft/autogen) `⭐59.7k · 2026-04-15` — 微软的多 Agent 对话框架。
-- [microsoft/playwright-mcp](https://github.com/microsoft/playwright-mcp) `⭐35k · 2026-07-09` — 官方 Playwright MCP，让 AI 直接操控浏览器。
-- [github/github-mcp-server](https://github.com/github/github-mcp-server) `⭐31.4k · 2026-07-10` — GitHub 官方 MCP，让 AI 管理仓库/issue/PR。
-- [PrefectHQ/fastmcp](https://github.com/PrefectHQ/fastmcp) `⭐26.2k · 2026-07-09` — 用 Python 快速构建 MCP 服务器和客户端的框架。
-- [crewAIInc/crewAI](https://github.com/crewAIInc/crewAI) `⭐55.4k · 2026-07-13` — 角色分工的多 Agent 协作框架。
-- [mem0ai/mem0](https://github.com/mem0ai/mem0) `⭐60.7k · 2026-07-11` — 给 AI Agent 加一层长期记忆。
-- [browserbase/stagehand](https://github.com/browserbase/stagehand) `⭐23.5k · 2026-07-11` — AI 浏览器自动化框架，自然语言与代码混合控制。
-- [openai/openai-agents-python](https://github.com/openai/openai-agents-python) `⭐27.9k · 2026-07-13` — OpenAI 官方多 Agent 编排 SDK。
-- [google/adk-python](https://github.com/google/adk-python) `⭐20.6k · 2026-07-12` — Google 的 Agent 开发套件（ADK）。
+- [modelcontextprotocol/servers](https://github.com/modelcontextprotocol/servers) `⭐88.5k · 2026-07-10` — MCP 官方服务器合集，文件系统、数据库、搜索等能力即插即用。
+- [punkpeye/awesome-mcp-servers](https://github.com/punkpeye/awesome-mcp-servers) `⭐90.8k · 2026-07-13` — 社区 MCP 服务器大全，找外挂先来这。
+- [langchain-ai/langgraph](https://github.com/langchain-ai/langgraph) `⭐37.4k · 2026-07-15` — 构建有状态多 Agent 应用的框架。
+- [microsoft/autogen](https://github.com/microsoft/autogen) `⭐59.8k · 2026-04-15` — 微软的多 Agent 对话框架。
+- [microsoft/playwright-mcp](https://github.com/microsoft/playwright-mcp) `⭐35.1k · 2026-07-15` — 官方 Playwright MCP，让 AI 直接操控浏览器。
+- [github/github-mcp-server](https://github.com/github/github-mcp-server) `⭐31.5k · 2026-07-15` — GitHub 官方 MCP，让 AI 管理仓库/issue/PR。
+- [PrefectHQ/fastmcp](https://github.com/PrefectHQ/fastmcp) `⭐26.2k · 2026-07-16` — 用 Python 快速构建 MCP 服务器和客户端的框架。
+- [crewAIInc/crewAI](https://github.com/crewAIInc/crewAI) `⭐55.6k · 2026-07-15` — 角色分工的多 Agent 协作框架。
+- [mem0ai/mem0](https://github.com/mem0ai/mem0) `⭐61k · 2026-07-16` — 给 AI Agent 加一层长期记忆。
+- [browserbase/stagehand](https://github.com/browserbase/stagehand) `⭐23.5k · 2026-07-16` — AI 浏览器自动化框架，自然语言与代码混合控制。
+- [openai/openai-agents-python](https://github.com/openai/openai-agents-python) `⭐27.9k · 2026-07-16` — OpenAI 官方多 Agent 编排 SDK。
+- [google/adk-python](https://github.com/google/adk-python) `⭐20.6k · 2026-07-16` — Google 的 Agent 开发套件（ADK）。
 
 ---