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# Skill 仓库 描述 安装量
5551 cs-refactor liuzhengdongfortest/codestable
cs-refactor AI 自己重构有两个稳定失败模式：一是不知道模块真实需求和约束，改出来的东西功能不等价；二是一次吞掉的范围超过上下文承载，改到后面忘了前面的约束。这流程在"想优化"和"动手改"之间塞了扫描清单 + 方法库，让 AI 只接自己能稳定做对的活。 scan（扫优化点清单）→ design（和用户定做哪几条 + 顺序）→ apply（逐条执行，每步人工放行） 核心纪律 ：行为等价是底线。一旦会改外部可观察行为 → 不走 refactor，走 feature（需求变）或 issue（bug 修）。 Fastforward 模式（小重构） 单函数 / 单组件 / 1-3 处优化 / 有测试可自证 / 不需要目视——走完整三阶段太重。触发 cs-refactor-ff ：直接识别、一次对齐、原地改、跑测试自证，不产 scan / design / checklist。 触发："小重构"、"快速重构"、"简单优化下 XX 函数"、"直接改"、"别那么多步骤"。 别走 ff：改动跨 > 1 文件 / 预计动点 > 3 处 / 需要目视验证 / 改公开接口（要 Parallel C...
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5552 store-data-structures lobehub/lobehub
LobeHub Store Data Structures This guide covers how to structure data in Zustand stores for optimal performance and user experience. Core Principles ✅ DO Separate List and Detail - Use different structures for list pages and detail pages Use Map for Details - Cache multiple detail pages with Record<string, Detail> Use Array for Lists - Simple arrays for list display Types from @lobechat/types - Never use @lobechat/database types in stores Distinguish List and Detail types - List types may have c...
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5553 wechat-binding starchild-ai-agent/official-skills
📱 WeChat Binding Connect / reconnect / disconnect the user's WeChat account so the agent can push messages via send_to_wechat . The wechat tool stays built-in. This SKILL.md is the reference doc. See also config/context/references/messaging-channels.md — how to actually send messages once bound skills/tg-bot-binding/SKILL.md — analogous Telegram flow Typical binding flow qrcode → user scans → qrcode_status(qrcode=...) → connect(bot_token=...) Show more
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5554 cs-arch liuzhengdongfortest/codestable
cs-arch codestable/architecture/ 是项目"地图"——design 写方案前读它定位、issue-analyze 做根因时读它理解模块边界、新人读它知道系统大致长什么样。本技能是"起草 / 刷新 / 体检"三件事的统一入口。 architecture 是累积的、自给自足的系统地图 ，不是某次 feature 的详细方案，而是所有已落地 feature 沉淀下来的"系统现在长什么样"总图。读者打开应能看懂整体结构而不需要跳回历史 design。design 是临时增量稿，acceptance 把稳定下来的名词 / 编排 / 约束提炼回这里；design 文件归档，只在追究具体决策细节时翻。 只记现状不记计划 ——默认在 acceptance 跟着代码同步，必要时本技能主动 backfill / update。 不写"未来会加什么层"、"下一步打算拆出 X 模块" ——那些归 cs-roadmap 。用户说"我想重构成 X 架构"先走 roadmap 拆 feature，每次 acceptance 把实际达到的结构提炼回 architecture。 详略判据：...
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5555 cs-learn liuzhengdongfortest/codestable
cs-learn 每次做 feature 或修 issue 都会留下 spec 文件。但 spec 记录的是"做了什么"和"怎么做的"， 不会记录"踩了什么坑"和"发现了什么更好的做法" 。没有沉淀的团队总在重复解决同一个问题。 两条轨道： 坑点轨道 （pitfall）：记录问题 / 根因 / 解法，防止下次再掉进同一个坑 知识轨道 （knowledge）：记录最佳实践 / 工作流改进 / 可复用模式 两者都写入 codestable/compound/ （共享目录见 shared-conventions.md 第 1 节"归档类文档"）。本技能产出 frontmatter 带 doc_type: learning ，命名 YYYY-MM-DD-learning-{slug}.md 。 什么时候触发 情境 说明 完成 feature 工作流 cs-feat-accept 主动问"要记录这次的学习点吗？" 完成 issue 工作流 cs-issue-fix 主动问"要把这个坑记录下来吗？" 用户主动 "记录一下"、"沉淀知识"、"learning"等 解决了一次性难题 不在 featur...
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5556 blender-web-pipeline freshtechbro/claudedesignskills
Blender Web Pipeline Overview Blender Web Pipeline skill provides workflows for exporting 3D models and animations from Blender to web-optimized formats (primarily glTF 2.0). It covers Python scripting for batch processing, optimization techniques for web performance, and integration with web 3D libraries like Three.js and Babylon.js. When to use this skill: Exporting Blender models for web applications Batch processing multiple 3D assets Optimizing file sizes for web delivery Automating repetit...
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5557 office-productivity sickn33/antigravity-awesome-skills
Office Productivity Workflow Bundle Overview Comprehensive office productivity workflow for document creation, spreadsheet automation, presentation generation, and format conversion using LibreOffice and Microsoft Office tools. When to Use This Workflow Use this workflow when: Creating office documents programmatically Automating document workflows Converting between document formats Generating reports Creating presentations from data Processing spreadsheets Workflow Phases Phase 1: Document Cre...
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5558 asc-subscription-localization rudrankriyam/asc-skills
asc subscription localization Use this skill to bulk-create or bulk-update display names (and descriptions) for subscriptions, subscription groups, and in-app purchases across all App Store Connect locales. This eliminates the tedious manual process of clicking through each language in App Store Connect to set the same display name. Preconditions Auth configured ( asc auth login or ASC_* env vars). Know your app ID ( ASC_APP_ID or --app ). Subscription groups and subscriptions already exist. Sup...
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5559 transitions-dev jakubantalik/transitions-dev
Transitions.dev Twelve portable CSS transitions, each namespaced under t-* selectors with semantic CSS custom properties. Drop-in: paste the snippet, wire the documented HTML hooks, done. No framework dependencies, no demo-specific markup, and every snippet ships a prefers-reduced-motion guard. Quick reference Show more Installs 926 Repository jakubantalik/tr…ions.dev GitHub Stars 954 First Seen 9 days ago Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Pass
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5560 m03-mutability actionbook/rust-skills
Mutability Layer 1: Language Mechanics Core Question Why does this data need to change, and who can change it? Before adding interior mutability, understand: Is mutation essential or accidental complexity? Who should control mutation? Is the mutation pattern safe? Error → Design Question Show more
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5561 cs-feat liuzhengdongfortest/codestable
cs-feat 新功能流程在"需求"和"代码"之间塞了一份方案文件，让两边有交接点——AI 直接拿到需求就写代码会出三个老问题：名字跟原代码对不上、改着改着改出范围、改完不留存档。 (想法模糊先去 cs-brainstorm 分诊) → 方案设计（名词层 + 编排层 + 验收契约 + 推进策略切片）→ 分步实现 → 验收闭环 brainstorm 是讨论层独立入口，会分诊：case 1（清楚 → 直接 design）/ case 2（小需求继续讨论 → 落 brainstorm note）/ case 3（大需求 → 移交 cs-roadmap ）。只有 case 2 在 feature 目录产出 brainstorm note。 本技能不写代码不写文档，只做一件事：看当前 feature 走到哪步，告诉用户该触发哪个子技能。 文件放哪儿 codestable/features/{feature}/ ├── {slug}-brainstorm.md ← 阶段 0 产物（仅 case 2 落盘） ├── {slug}-intent.md ← 阶段 1 可选...
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5562 cs-issue-fix liuzhengdongfortest/codestable
cs-issue-fix 根因和方案已经确定（标准路径在 analysis、快速通道在 report 阶段口头确认过），你的活是按方案改代码、验证效果、写下修复记录。 fix 阶段最容易出问题的不是改代码本身，而是 改的过程中冒出的"顺手"冲动 ——顺手优化、顺手重构、顺手加抽象。每项单独看说得通，但合在一个 PR 里让别人分不清"这次到底为了修 bug 改了什么"。 共享路径与命名约定看 codestable/reference/shared-conventions.md 第 0 节和 cs-issue 的"文件放哪儿"。 两种入口 标准路径（有 analysis） 方案已确认 ——读 analysis，确认 doc_type=issue-analysis 且 status=confirmed ，第 5 节用户选定了哪个方案 上下文读全 ：analysis 全文 + report 全文 + analysis 第 1 节定位的所有代码 + AGENTS.md + 沉淀目录搜索： python codestable/tools/search-yaml.py --dir codestabl...
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5563 project-manager 404kidwiz/claude-supercode-skills
Project Manager Purpose Provides project management expertise specializing in planning, execution, monitoring, and closure of projects. Masters traditional and agile methodologies to deliver projects on time, within budget, and to quality standards. When to Use Planning and executing new projects or initiatives Managing project timelines, budgets, and resources Coordinating cross-functional teams Tracking project progress and milestones Managing risks and resolving project issues Facilitating pr...
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5564 ai-video-gen heygen-com/skills
Video Generation (HeyGen API) Generate AI videos from text prompts. Supports multiple providers (VEO 3.1, Kling, Sora, Runway, Seedance), configurable aspect ratios, and optional reference images for image-to-video generation. Authentication All requests require the X-Api-Key header. Set the HEYGEN_API_KEY environment variable. curl -X POST "https://api.heygen.com/v1/workflows/executions" \ -H "X-Api-Key: $HEYGEN_API_KEY " \ -H "Content-Type: application/json" \ -d '{"workflow_type": "GenerateVi...
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5565 gcloud-cli oimiragieo/agent-studio
Google Cloud CLI Skill Installation The skill invokes the gcloud CLI. Install and initialize: Linux/macOS : curl https://sdk.cloud.google.com | bash then restart shell and run gcloud init Windows : Download Google Cloud SDK installer or use PowerShell to download and run Verify: gcloud --version . Configure: gcloud init Cheat Sheet & Best Practices Config: gcloud config set project <id> ; gcloud config list ; gcloud config configurations create/activate <name> — switch projects. Auth: gcloud aut...
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5566 logo-generator op7418/logo-generator-skill
Logo Generator Generate professional SVG logos and high-end showcase presentations for products and brands. Workflow Phase 1: Information Gathering Collect essential information from the user: Product/Brand Name (required) Industry/Category (e.g., AI, fintech, design tools) Core Concept (e.g., connection, flow, security, simplicity) Design Preferences : Style: minimal/complex, geometric/organic Color preference: monochrome/specific colors Mood: cold/warm, professional/friendly Ask concise questi...
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5567 appwrite-typescript appwrite/agent-skills
Appwrite TypeScript SDK Installation Web npm install appwrite React Native npm install react-native-appwrite Node.js / Deno npm install node-appwrite Setting Up the Client Client-side (Web / React Native) // Web import { Client , Account , TablesDB , Storage , ID , Query } from 'appwrite' ; // React Native import { Client , Account , TablesDB , Storage , ID , Query } from 'react-native-appwrite' ; const client = new Client ( ) . setEndpoint ( 'https://<REGION>.cloud.appwrite.io/v1' ) . setPro...
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5568 figma-generate-library openai/skills
Design System Builder — Figma MCP Skill Build professional-grade design systems in Figma that match code. This skill orchestrates multi-phase workflows across 20–100+ use_figma calls, enforcing quality patterns from real-world design systems (Material 3, Polaris, Figma UI3, Simple DS). Prerequisites : The figma-use skill MUST also be loaded for every use_figma call. It provides Plugin API syntax rules (return pattern, page reset, ID return, font loading, color range). This skill provides design ...
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5569 m04-zero-cost actionbook/rust-skills
Zero-Cost Abstraction Layer 1: Language Mechanics Core Question Do we need compile-time or runtime polymorphism? Before choosing between generics and trait objects: Is the type known at compile time? Is a heterogeneous collection needed? What's the performance priority? Error → Design Question Show more
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5570 cs-issue-analyze liuzhengdongfortest/codestable
cs-issue-analyze 用户已把问题描述清楚，你的活是 通过实际读代码找根因 ——不是脑子里推断、不是在报告基础上猜。读代码是核心动作，跳过它写出来的分析没价值。 分析完不直接动手——给用户看 2-3 种修复方案让 TA 选。原因：根因往往有多种修法，影响面 / 副作用 / 改动范围各不相同，这是用户该拍板的事。 共享路径与命名约定看 codestable/reference/shared-conventions.md 第 0 节和 cs-issue 的"文件放哪儿"。 启动检查 问题报告存在且已确认 ——读 {slug}-report.md ，确认 doc_type=issue-report 且 status=confirmed ，5 节都有内容。不完整 / 状态不对 → 回 cs-issue-report 。 cs-issue-report 已判走标准路径就按标准路径走，不二次改判 断点恢复 —— {slug}-analysis.md 已存在则检查 5 节哪些已填： 全部填满但 status=draft → 跳到 checkpoint 部分填写 → 汇报"上次做到第 X ...
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5571 cs-issue liuzhengdongfortest/codestable
cs-issue 修 bug 直觉是"找到错的地方改了完事"，但这个直觉路径反复制造同样的麻烦： 问题描述只在脑子里改完就忘——三个月后 bug 再现没复现步骤留存 根因没分析就动手——改了表面现象深层问题等下次爆发 修复范围扩散——发现一个 bug 顺手改五处引入新问题，无法追溯 没验收闭环——怎么判断改好了？改好了什么？没记录 issue 工作流在"看到问题"和"动手改代码"之间塞缓冲： 发现问题 → 清晰记录（report）→ 根因分析（analyze）→ 定点修复 + 验证（fix） 本技能不写任何东西，只看当前 issue 走到哪步、决定触发哪个子技能。 文件放哪儿 codestable/issues/{YYYY-MM-DD}-{slug}/ ├── {slug}-report.md ← 阶段 1 问题报告 ├── {slug}-analysis.md ← 阶段 2 根因分析 └── {slug}-fix-note.md ← 阶段 3 修复记录（必出产物） 日期取 发现 / 提报问题当天 定了不动。slug 能一眼看出是什么...
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5572 onlyfans-video-downloader serpdownloaders/skills
OnlyFans Downloader (Browser Extension) Browser extension built specifically for saving OnlyFans content — videos, images, GIFs, and text posts — with in-page overlay buttons, bulk gallery scanning, and automatic MP4 conversion, all without leaving your browser. SERP OnlyFans Downloader is a browser extension built specifically for saving OnlyFans content to your computer as standard files you can keep. Save videos, images, GIFs, and text posts from any creator's OnlyFans page for offline viewi...
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5573 pexels-video-downloader serpdownloaders/skills
Pexels Video Downloader — Coming Soon (Browser Extension) Download Pexels videos in their original quality as MP4 files directly from your browser. This extension is currently in development and has not been released yet. Pexels Video Downloader is an upcoming browser extension that will provide a seamless way to save videos from the Pexels platform without leaving the browser or relying on third-party desktop applications. It is being engineered around the Pexels browsing experience so you can ...
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5574 react-expert reactjs/react.dev
React Expert Senior React specialist with deep expertise in React 19, Server Components, and production-grade application architecture. When to Use This Skill Building new React components or features Implementing state management (local, Context, Redux, Zustand) Optimizing React performance Setting up React project architecture Working with React 19 Server Components Implementing forms with React 19 actions Data fetching patterns with TanStack Query or use() Core Workflow Analyze requirements -...
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5575 yt-dlp lwmxiaobei/yt-dlp-skill
yt-dlp Video Downloader Skill This skill provides tools for downloading videos and extracting audio from various platforms using yt-dlp. Features Download videos from multiple platforms (YouTube, Twitter/X, Vimeo, TikTok, Instagram, Facebook, etc.) Extract audio from videos Auto-detect video URLs in conversations Support for different quality settings and formats Usage Patterns 1. Command-based Download When user explicitly asks to download a video: User: Download this video https://youtube....
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5576 backend-code-review langgenius/dify
Backend Code Review When to use this skill Use this skill whenever the user asks to review, analyze, or improve backend code (e.g., .py ) under the api/ directory. Supports the following review modes: Pending-change review : when the user asks to review current changes (inspect staged/working-tree files slated for commit to get the changes). Code snippets review : when the user pastes code snippets (e.g., a function/class/module excerpt) into the chat and asks for a review. File-focused review :...
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5577 m09-domain actionbook/rust-skills
Domain Modeling Layer 2: Design Choices Core Question What is this concept's role in the domain? Before modeling in code, understand: Is it an Entity (identity matters) or Value Object (interchangeable)? What invariants must be maintained? Where are the aggregate boundaries? Domain Concept → Rust Pattern Show more
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5578 aws-sdk-swift-usage aws/agent-toolkit-for-aws
AWS SDK for Swift Async Code Structure All SDK operations are async. Use @main entry point: @main struct Main { static func main ( ) async throws { let client = try await S3Client ( ) // ... async operations } } CRITICAL: Use Struct Config Types NEVER use S3ClientConfiguration or DynamoDBClientConfiguration - these are DEPRECATED classes. ALWAYS use the struct-based config types: S3Client.S3ClientConfig (not S3ClientConfiguration) DynamoDBClient.DynamoDBClientConfig (not DynamoDBClientConfigurat...
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5579 flutter-databases flutter/skills
flutter-data-layer-persistence Goal Architects and implements a robust, MVVM-compliant data layer in Flutter applications. Establishes a single source of truth using the Repository pattern, isolates external API and local database interactions into stateless Services, and implements optimal local caching strategies (e.g., SQLite via sqflite ) based on data requirements. Assumes a pre-configured Flutter environment. Decision Logic Evaluate the user's data persistence requirements using the follow...
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5580 interactive-portfolio sickn33/antigravity-awesome-skills
Interactive Portfolio Role: Portfolio Experience Designer You know a portfolio isn't a resume - it's a first impression that needs to convert. You balance creativity with usability. You understand that hiring managers spend 30 seconds on each portfolio. You make those 30 seconds count. You help people stand out without being gimmicky. Capabilities Portfolio architecture Project showcase design Interactive case studies Personal branding for devs/designers Contact conversion Portfolio performan...
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5581 odoo-18 unclecatvn/agent-skills
Odoo 18 Skill - Master Index Master index for all Odoo 18 development guides. Read the appropriate guide from references/ based on your task. Quick Reference Topic File When to Use Actions references/odoo-18-actions-guide.md Creating actions, menus, scheduled jobs, server actions API Decorators references/odoo-18-decorator-guide.md Using @api decorators, compute fields, validation Controllers references/odoo-18-controller-guide.md Writing HTTP endpoints, routes, web controllers Data Files refere...
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5582 agentx starchild-ai-agent/official-skills
🌟 AgentX The Starchild community forum. Use this skill before the first agentx tool call to get action signatures and posting rules. The agentx tool stays built-in (no install needed); this SKILL.md is the reference doc. ⚠️ Platform disambiguation — AgentX vs. Twitter/X agentx tool posts to AgentX (Starchild community), NOT Twitter/X. "post a tweet" / "tweet this" / "post on Twitter/X" / any mention of Twitter/X → use the Composio skill TWITTER_CREATION_OF_A_POST , NOT this tool. "post on AgentX...
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5583 godot-master thedivergentai/gd-agentic-skills
Godot Master: Lead Architect Knowledge Hub Every section earns its tokens by focusing on Knowledge Delta — the gap between what Claude already knows and what a senior Godot engineer knows from shipping real products. 🧠 Part 1: Expert Thinking Frameworks "Who Owns What?" — The Architecture Sanity Check Before writing any system, answer these three questions for EVERY piece of state: Who owns the data? (The StatsComponent owns health, NOT the CombatSystem ) Who is allowed to change it? (Only the o...
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5584 cs-decide liuzhengdongfortest/codestable
cs-decide 项目里"有意做出的选择"——技术选型 / 架构决定 / 长期约束 / 编码规约——特别容易丢失。它不会触发报错、没人会注意到它消失，但消失代价很具体： 新人（或六个月后的自己）不知道约束的来龙去脉，在"已经决定过的问题"上重复耗时讨论 AI 没有决策上下文给出"合理但与项目规约冲突"的方案 约束需要修改时找不到当初的理由，无法评估修改影响 本工作流让每一条重要的"已经决定了"都有完整存档： 是什么、为什么、考虑过什么替代方案、后果是什么 。 共享路径与命名约定看 codestable/reference/shared-conventions.md 。产物写入 codestable/compound/ ，命名 YYYY-MM-DD-decision-{slug}.md ，frontmatter 带 doc_type: decision 。 四种决策类型 每条归属四类之一（frontmatter 的 category 字段标注）： 类型 适用情境 示例 tech-stack 技术 / 库 / 框架的选型 "用 Vite 而非 Webpack"、"状态管理用 Pinia"...
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5585 cs-feat-ff liuzhengdongfortest/codestable
cs-feat-ff 用户让你做小功能时本来 AI 就会直接动手——这个技能 不改变这件事 。它只做一件事：动手前把项目里已沉淀的 CodeStable 知识指给你，按需搜一下，写出来的代码就比裸写多一层保护；动手后回写一份 最简的 {slug}-ff-note.md 让这次工作可追溯、可被 cs-arch / cs-req backfill 看到、能纳入 scoped-commit 提交。 很轻：没有 design doc / checklist / 验收清单 / 动手前的用户确认。看完指引，该读代码读、该写代码写、写完回写一段话。 动手前先扫一眼这几个地方 codestable/compound/ — 经验沉淀 learning（坑）/ trick（做法）/ decision（拍板的技术决定）/ explore（调研结论）四类。 python codestable/tools/search-yaml.py --dir codestable/compound --filter doc_type = learning --query "关键词" python codestable/to...
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5586 cs-libdoc liuzhengdongfortest/codestable
cs-libdoc guidedoc 教你"怎么用 X 做 Y"，libdoc 告诉你"X 的每个零件长什么样、怎么配"。 guidedoc 写错可能是表达不清，libdoc 写错就是错——信息源是源码本身，类型 / 默认值 / 签名都有唯一正确答案。 核心规则：不靠猜、不复制改名、每个条目独立读源码 。 和 guidedoc 的对比 guidedoc libdoc 性质 任务导向（Tutorial / How-to） 参考导向（Reference） 回答 "如何用 X 实现某个目标" "X 的每个零件长什么样、怎么配" 粒度 一个 feature / 一个场景一篇 一个条目一篇 信息源 方案 doc + 用户知识 源码本身 （类型 / 注释 / 默认值） 数量级 几篇到十几篇 几十到上百篇 互补：guide 引用 libdoc 做详细参考（"完整 props 见 xxx"），libdoc 的"相关条目"链回 guide。 "条目（entry）" 项目类型 条目粒度 UI 组件库 一个组件 = 一个条目 工具函数库 一个模块或函数族 = 一个条目 API Client 一个 endpo...
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5587 d3-visualization nexu-io/open-design
d3-visualization Curated from @chrisvoncsefalvay. What it does Teaches the agent to produce D3 charts and interactive data visualizations. Useful for editorial dashboards, reports, and explanatory graphics. Source Upstream: https://github.com/chrisvoncsefalvay/d3-claude-skill Category: diagrams How to use This catalogue entry advertises the skill in Open Design so the agent discovers it during planning. To run the full upstream workflow with its original assets, scripts, and references, install ...
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5588 research-summarizer alirezarezvani/claude-skills
No SKILL.md available for this skill. View on GitHub
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5589 tailwind-patterns sickn33/antigravity-awesome-skills
Tailwind CSS Component Patterns Status : Production Ready ✅ Last Updated : 2026-01-14 Tailwind Compatibility : v3.x and v4.x Source : Production projects, shadcn/ui patterns Quick Start Essential Patterns // Section Container < section className = " max-w-7xl mx-auto px-4 sm:px-6 lg:px-8 py-16 sm:py-24 " > { /* content */ } </ section > // Card Base < div className = " bg-card text-card-foreground rounded-lg border border-border p-6 " > { /* content */ } </ div > // Button Primary < button class...
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5590 jwt-security mindrally/skills
JWT Security You are an expert in JSON Web Token (JWT) security implementation. Follow these guidelines when working with JWTs for authentication and authorization. Core Principles JWTs are not inherently secure - security depends on implementation Always validate tokens server-side, even for internal services Use asymmetric signing (RS256, ES256) when possible Keep tokens short-lived and implement proper refresh mechanisms Never store sensitive data in JWT payloads Token Structure A JWT cons...
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5591 zod-validation-utilities giuseppe-trisciuoglio/developer-kit
Zod Validation Utilities Overview Production-ready Zod v4 patterns for reusable, type-safe validation with minimal boilerplate. Focuses on modern APIs, predictable error handling, and form integration. When to Use Defining request/response validation schemas in TypeScript services Parsing untrusted input from APIs, forms, env vars, or external systems Standardizing coercion, transforms, and cross-field validation Building reusable schema utilities across teams Integrating React Hook Form with Zo...
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5592 machine-learning mindrally/skills
Machine Learning You are an expert in machine learning development with JAX and functional programming patterns. Core Principles Follow functional programming patterns Use immutability and pure functions Leverage JAX transformations effectively Optimize for JIT compilation JAX Fundamentals Array Operations Use jax.numpy for NumPy-compatible operations Leverage automatic differentiation with jax.grad Apply JIT compilation with jax.jit Vectorize with jax.vmap Control Flow Use jax.lax.scan for sequ...
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5593 cs-issue-report liuzhengdongfortest/codestable
cs-issue-report 这一阶段做两件事：把用户脑子里的问题落成结构化记录 + 判断走标准路径还是快速通道。 核心原则：只记现象不记根因 。用户说"我觉得是 XX 组件的问题"——记下"用户怀疑 XX 组件"作为线索，但不顺着聊根因。根因要在阶段 2 通过实际读代码确认，不靠脑子里猜。混进根因猜测的报告会带偏阶段 2，让分析人围着错误线索绕。 共享路径与命名约定看 codestable/reference/shared-conventions.md 第 0 节和 cs-issue 的"文件放哪儿"。 启动检查 确认是 bug 不是新功能需求 ——描述"想加 X 功能"的告诉他走 cs-feat 看有没有相关 issue 目录 ——Glob codestable/issues/ ，有同类问题先和用户确认是新建还是更新 快速通道判断（唯一正式判定点） ——按用户线索 读一下相关代码 （Grep / Read 定位）： 能一眼确定根因 （能给出 {文件}:{行号} 、修复改动小 1-2 处、无跨模块影响风险）→ 告诉用户"我已看到问题所在，可以走快速通道：直接告知根因和修复方案，你确...
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5594 724-office-ai-agent aradotso/trending-skills
7/24 Office AI Agent System Skill by ara.so — Daily 2026 Skills collection. A 24/7 production AI agent in ~3,500 lines of pure Python with no framework dependencies. Features 26 built-in tools, three-layer memory (session + compressed + vector), MCP/plugin support, runtime tool creation, self-repair diagnostics, and cron scheduling. Installation git clone https://github.com/wangziqi06/724-office.git cd 724 -office Only 3 runtime dependencies pip install croniter lancedb websocket-client Option...
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5595 cs-trick liuzhengdongfortest/codestable
cs-trick cs-trick 是面向问题的 处方性参考库 ，回答： 要做 X，经过验证的正确做法是什么？ 不需要触发事件，任何时候发现值得沉淀的模式或用法都可以直接写。 典型内容：某个设计模式在这个项目的标准写法 / 某个库的核心 API 用法 + 已知坑 / 某类操作的命令配方。 共享路径与命名约定看 codestable/reference/shared-conventions.md 。产物写入 codestable/compound/ ，命名 YYYY-MM-DD-trick-{slug}.md ，frontmatter 带 doc_type: trick 。 三种类型 frontmatter 的 type 字段： 类型 适用情境 示例 pattern 设计模式 / 架构模式 / 编程惯用法 "用 Repository 模式隔离数据访问层"、"用 Builder 构造复杂配置" library 某个库 / 框架的用法 / 配置方式 / 常见坑 "Prisma 事务的正确写法"、"Pinia store 的 action 错误处理" technique 具体操作技巧 / 工具...
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5596 seo-flow agricidaniel/claude-seo
FLOW Framework — Find · Leverage · Optimize · Win Framework and prompts © Daniel Agrici, CC BY 4.0 — github.com/AgriciDaniel/flow FLOW is an evidence-led SEO operating model built for the AI-search era. Claude SEO integrates the FLOW prompt library (41 prompts across 5 stages) so every analysis can be driven by structured, evidence-backed AI prompts rather than improvised queries. Runtime context: Load references/flow-framework.md on every /seo flow activation. Load prompt files on demand — only...
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5597 subscription-tracking-manager serpdownloaders/skills
SERP Subscription Tracker SERP Subscription tracker has everything you need to take control of your recurring payments and manage those subscriptions 🧾 Best Subscription Tracking Apps for 2025 Top Subscription Manager Tools to Track Recurring Payments, SaaS Costs, and Renewal Alerts Managing multiple SaaS tools, subscriptions, and recurring charges can be overwhelming. Whether you’re a freelancer, startup, or digital creator, having a subscription tracking app helps you stay organized, avoid sur...
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5598 analyze-test-run microsoft/github-copilot-for-azure
Analyze Test Run Downloads artifacts from a GitHub Actions integration test run, generates a summarized skill invocation report, and files GitHub issues for each test failure with root-cause analysis. When to Use Summarize results of a GitHub Actions integration test run Calculate skill invocation rates for the skill under test For azure-deploy tests: track the full deployment chain (azure-prepare → azure-validate → azure-deploy) Compare skill invocation across two runs File issues for test fail...
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5599 speakturbo-tts emzod/speak-turbo
speakturbo - Talk to your Claude! Give your agent the ability to speak to you real-time. Ultra-fast text-to-speech with ~90ms latency and 8 built-in voices. Quick Start Play immediately - you should hear "Hello world" through your speakers speakturbo "Hello world" Output: ⚡ 92ms → ▶ 93ms → ✓ 1245ms Verify it's working by saving to file speakturbo "Hello world" -o test.wav ls -lh test.wav Should show ~50-100KB file Output explained: ⚡ = first audio received, ▶ = playback started, ✓ = do...
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5600 phaser-gamedev chongdashu/phaserjs-tinyswords
Phaser Game Development Build fast, polished 2D browser games using Phaser 3's scene-based architecture and physics systems. Philosophy: Games as Living Systems Games are not static UIs—they are dynamic systems where entities interact, state evolves, and player input drives everything. Before writing code, think architecturally. Before building, ask: What scenes does this game need? (Boot, Menu, Game, Pause, GameOver) What entities exist and how do they interact? What state must persist acr...
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