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# Skill 仓库 描述 安装量
6201 funding-digest anthropics/financial-services-plugins
AI DISCLAIMER (MANDATORY): You MUST include the following disclaimer text in the powerpoint footer. This is not optional — the report is incomplete without it: "Analysis is AI-generated — please confirm all outputs" Footer — At the bottom of the generated slide, as a prominent yellow banner: "Analysis is AI-generated — please confirm all outputs" Weekly Deal Flow Digest Generate an analyst-quality single-slide PowerPoint that summarizes key takeaways from recent funding rounds across watched sec...
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6202 nlp-natural-language-processing mindrally/skills
Natural Language Processing (NLP) Development You are an expert in natural language processing, text analysis, and language modeling, with a focus on transformers, spaCy, NLTK, and related libraries. Key Principles Write concise, technical responses with accurate Python examples Prioritize clarity, efficiency, and best practices in NLP workflows Use functional programming for text processing pipelines Implement proper tokenization and text preprocessing Use descriptive variable names that refl...
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6203 md-to-feishu zc277584121/marketing-skills
Markdown to Feishu Document Convert a local Markdown file into a Feishu document, with automatic image upload. User Input The user only needs to provide a Markdown file path . Title is optional — if not provided, extract it automatically (see below). Step 1: Determine the Document Title Read the Markdown file and look for the first heading — use that as the title. If no heading exists, scan the content and generate a concise, descriptive title based on the topic. If the user explicitly provide...
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6204 pinia-best-practices hyf0/vue-skills
TypeScript configuration and common pitfalls for Pinia stores in Vue 3 applications. When to Apply - Working with Pinia stores in TypeScript projects - Debugging `storeToRefs` type issues - Fixing getter circular type references - Setting up type-safe store patterns Capability Rules Rules that enable AI to solve problems it cannot solve without the skill. | [storeToRefs-type-loss](https://github.com/hyf0/vue-skills/blob/main/skills/pinia-best-practices/rules/storeToRefs-type-loss.md) ...
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6205 brand-guidelines sickn33/antigravity-awesome-skills
Anthropic Brand Styling Overview To access Anthropic's official brand identity and style resources, use this skill. Keywords : branding, corporate identity, visual identity, post-processing, styling, brand colors, typography, Anthropic brand, visual formatting, visual design Brand Guidelines Colors Main Colors: Dark: 141413 - Primary text and dark backgrounds Light: faf9f5 - Light backgrounds and text on dark Mid Gray: b0aea5 - Secondary elements Light Gray: e8e6dc - Subtle backgrounds Accent Co...
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6206 frontend-slides sickn33/antigravity-awesome-skills
Frontend Slides Create zero-dependency, animation-rich HTML presentations that run entirely in the browser. Inspired by the visual exploration approach showcased in work by zarazhangrui (credit: @zarazhangrui). When to Activate Creating a talk deck, pitch deck, workshop deck, or internal presentation Converting .ppt or .pptx slides into an HTML presentation Improving an existing HTML presentation's layout, motion, or typography Exploring presentation styles with a user who does not know their de...
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6207 root-cause-analysis aj-geddes/useful-ai-prompts
Root Cause Analysis Overview Root cause analysis (RCA) identifies underlying reasons for failures, enabling permanent solutions rather than temporary fixes. When to Use Production incidents Customer-impacting issues Repeated problems Unexpected failures Performance degradation Instructions 1. The 5 Whys Technique Example: Website Down Symptom: Website returned 503 Service Unavailable Why 1: Why was website down? Answer: Database connection pool exhausted Why 2: Why was connection pool exh...
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6208 pulumi-cdk-to-pulumi pulumi/agent-skills
CRITICAL SUCCESS REQUIREMENTS The migration output MUST meet all of the following: Complete Resource Coverage Every CloudFormation resource synthesized by CDK MUST: Be represented in the Pulumi program OR Be explicitly justified in the final report. Successful Deployment The produced Pulumi program must be structurally valid and capable of a successful pulumi up (assuming proper config). Final Migration Report Always output a formal migration report suitable for a Pull Request. Include: CDK → Pu...
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6209 query-writing langchain-ai/deepagents
Query Writing Skill When to Use This Skill Use this skill when you need to answer a question by writing and executing a SQL query. Workflow for Simple Queries For straightforward questions about a single table: Identify the table - Which table has the data? Get the schema - Use sql_db_schema to see columns Write the query - SELECT relevant columns with WHERE/LIMIT/ORDER BY Execute - Run with sql_db_query Format answer - Present results clearly Workflow for Complex Queries For questions requ...
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6210 backend-dev-guidelines davila7/claude-code-templates
Backend Development Guidelines (Node.js · Express · TypeScript · Microservices) You are a senior backend engineer operating production-grade services under strict architectural and reliability constraints. Your goal is to build predictable, observable, and maintainable backend systems using: Layered architecture Explicit error boundaries Strong typing and validation Centralized configuration First-class observability This skill defines how backend code must be written, not merely suggestion...
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6211 typescript-expert davila7/claude-code-templates
TypeScript Expert You are an advanced TypeScript expert with deep, practical knowledge of type-level programming, performance optimization, and real-world problem solving based on current best practices. When invoked: If the issue requires ultra-specific expertise, recommend switching and stop: Deep webpack/vite/rollup bundler internals → typescript-build-expert Complex ESM/CJS migration or circular dependency analysis → typescript-module-expert Type performance profiling or compiler interna...
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6212 agent development davila7/claude-code-templates
Agent Development for Claude Code Plugins Overview Agents are autonomous subprocesses that handle complex, multi-step tasks independently. Understanding agent structure, triggering conditions, and system prompt design enables creating powerful autonomous capabilities. Key concepts: Agents are FOR autonomous work, commands are FOR user-initiated actions Markdown file format with YAML frontmatter Triggering via description field with examples System prompt defines agent behavior Model and color cu...
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6213 chrome-extension-ui pproenca/dot-skills
Comprehensive UX/UI design guide for Chrome Extensions, optimized for Manifest V3. Contains 42 rules across 8 categories, prioritized by impact to guide extension UI development and code review. When to Apply Reference these guidelines when: - Building new Chrome extension user interfaces - Choosing between popup, side panel, or content script UI - Implementing accessible, keyboard-navigable interfaces - Designing loading states, error handling, and feedback patterns - Creating options p...
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6214 images-search brave/brave-search-skills
Images Search Requires API Key : Get one at https://api.search.brave.com Plan : Included in the Search plan. See https://api-dashboard.search.brave.com/app/subscriptions/subscribe Quick Start (cURL) Basic Search curl -s "https://api.search.brave.com/res/v1/images/search?q=mountain+landscape" \ -H "Accept: application/json" \ -H "X-Subscription-Token: ${BRAVE_SEARCH_API_KEY} " With Parameters curl -s "https://api.search.brave.com/res/v1/images/search" \ -H "Accept: application/json" \ -H "X-Subsc...
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6215 cookie-sync browserbase/skills
Cookie Sync — Local Chrome → Browserbase Context Exports cookies from your local Chrome and saves them into a Browserbase persistent context . After syncing, use the browse CLI to open authenticated sessions with that context. Supports domain filtering (only sync cookies you need) and context reuse (refresh cookies without creating a new context). Prerequisites Chrome (or Chromium, Brave, Edge) with remote debugging enabled If your browser build exposes chrome://flags/allow-remote-debugging , en...
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6216 swap-curve-strategy anthropics/financial-services-plugins
Swap Curve Strategy Analysis You are an expert rates strategist specializing in swap curve analysis. Combine swap pricing, government yield curves, and inflation curves from MCP tools to analyze curve shape, compute swap spreads, decompose real rates, and identify curve trade opportunities. Focus on routing tool outputs into curve metrics and trade recommendations — let the tools price, you analyze the shape and recommend. Core Principles The swap curve prices the market's expectation of future ...
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6217 copywriter shipshitdev/library
Copywriter Skill You are an expert copywriter and brand voice guardian, specializing in direct, conversion-focused copy that adapts to each project's brand voice and tone. Project Context Discovery Before writing copy, discover the project's brand voice: Scan Project Documentation: Check .agents/SYSTEM/ARCHITECTURE.md for brand guidelines Look for brand voice documentation in project docs Review .agents/SOP/ for copywriting standards Check for existing copy examples Identify Brand Voice: Review ...
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6218 sentry-elixir-sdk getsentry/sentry-for-ai
All Skills > SDK Setup > Elixir SDK Sentry Elixir SDK Opinionated wizard that scans your Elixir project and guides you through complete Sentry setup. Invoke This Skill When User asks to "add Sentry to Elixir" or "set up Sentry" in an Elixir or Phoenix app User wants error monitoring, tracing, logging, or crons in Elixir or Phoenix User mentions sentry hex package, getsentry/sentry-elixir , or Elixir Sentry SDK User wants to monitor exceptions, Plug errors, LiveView errors, or scheduled jobs Note...
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6219 pdf ailabs-393/ai-labs-claude-skills
PDF Processing Guide Overview This guide covers essential PDF processing operations using Python libraries and command-line tools. For advanced features, JavaScript libraries, and detailed examples, see REFERENCE.md. If you need to fill out a PDF form, read FORMS.md and follow its instructions. Quick Start from pypdf import PdfReader , PdfWriter Read a PDF reader = PdfReader ( "document.pdf" ) print ( f"Pages: { len ( reader . pages ) } " ) Extract text text = "" for page in reader . pages : t...
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6220 xiaohongshu-converter z0gsh1u/oh-my-writing-skill
小红书平台转换 Skill 你是一个内容编辑，专门将通用文章转换为适合小红书平台的格式和风格。 小红书平台特征 用户画像 主力用户：18-35岁女性为主（男性用户增长中） 阅读习惯：刷图文、看封面、快速浏览 内容偏好：生活分享、实用攻略、颜值内容 互动习惯：收藏实用内容、点赞喜欢的博主 内容调性 亲切感：像朋友聊天，不是教科书 真实感：真实体验分享，不是广告 实用性：能带走干货，有收藏价值 视觉感：排版清爽，重点突出 转换规则 0. 内容保留原则 在开始任何转换之前，必须完整保留原内容中的： 所有图片：保留原图片的 Markdown 语法和路径 图片说明文字：保留图片下方或上方的说明文字 1. 标题优化 小红书标题特点： 简短有力，制造好奇 可加 1-2 个 Emoji（不过密） 数字/对比有吸引力 避免过于正式的表达 转换示例： 原标题 小红书标题 AI写作工具使用教程 救命！用了这个AI工具写东西快了3倍 📝 程序员效率提升方法 程序员下班早的秘密 👩‍💻 这5个习惯真的有用 Python入门学习指南 零基础学Python｜我的30天自学路线 💻 如何提高写作能力 ...
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6221 fusion-skill-authoring equinor/fusion-skills
Create or Modernize Skills When to use Use this skill when you need to create a new skill under skills/ , or when an existing skill needs a material authoring refresh instead of a small copy edit. Typical triggers: "Create a skill for ..." "Scaffold skills/<name>/SKILL.md " "Turn this workflow into a reusable skill" "Improve this skill's metadata and activation cues" "Make this skill easier for agents to discover and follow" "Set up references/assets/helper agents for a skill" Implicit triggers:...
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6222 humanizer-cn z0gsh1u/oh-my-writing-skill
你是一个文字编辑，专门识别和消除中文文本中的 AI 生成痕迹，让文章读起来更自然、更有人味。 你的任务 当收到需要去AI化的文本时： - 识别 AI 模式 - 扫描下列模式 - 重写问题段落 - 用自然的表达替换 AI 腔 - 保留核心意思 - 不改变原文的核心观点 - 匹配原有语气 - 保持文章的整体调性 - 注入灵魂 - 不只是删掉坏模式，还要加入真实的个性 灵魂与个性 去除 AI 模式只是一半的工作。没有灵魂的文字，即使技术上"干净"，也一眼就能看出问题。 无灵魂写作的特征（即使没有明显 AI 痕迹）： - 每句话长度和结构都差不多 - 没有观点，只是中立地陈述 - 不承认不确定性或矛盾心情 - 该用"我"的时候不用 - 没有幽默感，没有棱角，没有个性 - 读起来像百科词条或新闻通稿 如何注入灵魂： 要有观点。 不只是陈述事实——要对事实有反应。"说实话我也不知道该怎么看这件事"比中立地列出利弊更像人话。 节奏要变化。 短句有力。然后来一句慢悠悠的长句，让读者跟着你的思路走。混着用。 承认复杂性。 真人会有矛盾的感受。"这东西挺厉害...
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6223 static-code-analysis aj-geddes/useful-ai-prompts
Use automated tools to analyze code without executing it, catching bugs, security issues, and style violations early. When to Use - Enforcing coding standards - Security vulnerability detection - Bug prevention - Code review automation - CI/CD pipelines - Pre-commit hooks - Refactoring assistance Implementation Examples 1. ESLint Configuration ``` // .eslintrc.js module.exports = { extends: [ 'eslint:recommended', 'plugin:@typescript-eslint/recommended', 'plugin:secur...
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6224 python-expert-best-practices-code-review wispbit-ai/skills
Python 3.14+ Expert Best Practices Simple, pragmatic, opinionated. Only what matters for writing production-grade python code. When to Apply Reference these guidelines when: Writing Python functions, classes, or modules Reviewing Python code for error handling issues Refactoring existing Python codebases Implementing data validation and API boundaries Optimizing error detection and debugging patterns Rule Categories by Priority Priority Category Impact Prefix 1 Error Handling CRITICAL dict- , op...
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6225 backend-patterns davila7/claude-code-templates
Backend Development Patterns Backend architecture patterns and best practices for scalable server-side applications. When to Activate Designing REST or GraphQL API endpoints Implementing repository, service, or controller layers Optimizing database queries (N+1, indexing, connection pooling) Adding caching (Redis, in-memory, HTTP cache headers) Setting up background jobs or async processing Structuring error handling and validation for APIs Building middleware (auth, logging, rate limiting) API ...
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6226 asc-whats-new-writer rudrankriyam/asc-skills
asc What's New Writer Generate engaging, localized release notes from flexible input. Optionally pair with promotional text updates. Preconditions Metadata pulled locally via asc migrate export or asc localizations download (for keyword reading). OR: user provides keywords manually. Auth configured for upload ( asc auth login or ASC_* env vars). The primary locale is en-US unless the user specifies otherwise. Before You Start Read references/release_notes_guidelines.md for tone, structure, and e...
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6227 fpf:reset neolabhq/context-engineering-kit
Reset Cycle Reset the FPF reasoning cycle to start fresh. Action (Run-Time) Option 1: Soft Reset (Archive Current Session) Create a session archive and clear active work: Create Session Archive Create a file in .fpf/sessions/ to record the completed/abandoned session: In .fpf/sessions/session-2025-01-15-reset.md --- id: session-2025-01-15-reset action: reset created: 2025-01-15T16:00:00Z reason: user_requested --- Session Archive: 2025-01-15 Reset Reason : User requested fresh start State a...
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6228 mobile-app-ui-design ceorkm/mobile-app-ui-design
Mobile App UI/UX Design Skill This skill guides the creation of professional, polished mobile app interfaces that follow proven design principles used by top-tier apps like Airbnb, Duolingo, Spotify, Revolut, and Phantom. Core Philosophy Great mobile UI isn't about flashiness — it's about intentionality. Every pixel, every spacing value, every color choice should serve the user. The goal is to create interfaces that feel smooth, personal, and alive — not just functional. Before designing anythin...
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6229 nuxt-studio onmax/nuxt-skills
Nuxt Studio Self-hosted, open-source CMS module for editing Nuxt Content websites in production. When to Use Working with: Installing and configuring nuxt-studio module Authentication providers (GitHub, GitLab, Google OAuth, SSO, custom) Git provider setup (GitHub, GitLab, branch config) Visual content editing (MDC components, YAML/JSON forms, frontmatter) Media management (public dir, NuxtHub blob, S3, R2) Publishing flow (draft layer, conflict detection, CI/CD rebuild) AI-powered content assis...
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6230 cicd-pipeline-generator ailabs-393/ai-labs-claude-skills
CI/CD Pipeline Generator Overview Generate production-ready CI/CD pipeline configuration files for various platforms (GitHub Actions, GitLab CI, CircleCI, Jenkins). This skill provides templates and guidance for setting up automated workflows that handle linting, testing, building, and deployment for modern web applications, particularly Node.js/Next.js projects. Core Capabilities 1. Platform Selection Choose the appropriate CI/CD platform based on project requirements: GitHub Actions: Best ...
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6231 undocs hairyf/skills
Undocs is a minimal Documentation Theme and CLI built with Nuxt, Nuxt Content, and Nuxt UI. It provides zero-config documentation sites with elegant CLI wrapper, automatic content transformations, and built-in components for common documentation needs. The skill is based on undocs v0.4.15, generated at 2026-01-31. Core References Topic Description Reference Getting Started Quick start guide for creating documentation sites core-getting-started CLI Commands Development and build commands for undo...
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6232 cloudflare-workflows jezweb/claude-skills
Cloudflare Workflows Status: Production Ready ✅ (GA since April 2025) Last Updated: 2026-01-09 Dependencies: cloudflare-worker-base (for Worker setup) Latest Versions: wrangler@4.58.0, @cloudflare/workers-types@4.20260109.0 Recent Updates (2025): April 2025: Workflows GA release - waitForEvent API, Vitest testing, CPU time metrics, 4,500 concurrent instances October 2025: Instance creation rate 10x faster (100/sec), concurrency increased to 10,000 2025 Limits: Max steps 1,024, state persisten...
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6233 git-workflow bobmatnyc/claude-mpm-skills
Git Workflow When to use this skill Creating meaningful commit messages Managing branches Merging code Resolving conflicts Collaborating with team Git best practices Instructions Step 1: Branch management Create feature branch : Create and switch to new branch git checkout -b feature/feature-name Or create from specific commit git checkout -b feature/feature-name < commit-hash > Naming conventions : feature/description : New features bugfix/description : Bug fixes hotfix/description : Urgent f...
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6234 dx-data-navigator pskoett/pskoett-ai-skills
DX Data Navigator Install npx skills add pskoett/pskoett-ai-skills/dx-data-navigator Query the DX Data Cloud PostgreSQL database using the mcp__dx-mcp-server__queryData tool. Tool Usage mcp__dx-mcp-server__queryData(sql: "SELECT ...") Always query information_schema.columns first if uncertain about table/column names: SELECT column_name , data_type FROM information_schema . columns WHERE table_name = 'table_name' ORDER BY ordinal_position ; Critical: Team Tables Three team table types exist - us...
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6235 list-china-today-macro-news fatfingererr/macro-skills
🔗 Based on [news-aggregator-skill](https://github.com/fatfingererr/macro-skills/blob/main/skills/list-china-today-macro-news/../../../vendor/news-aggregator-skill) | 專注於中國宏觀經濟新聞的垂直擴展 從多個中文財經新聞源抓取並篩選中國宏觀經濟相關新聞，提供 AI 深度解讀。 Tools fetch_china_macro_news.py Usage: ``` 基本用法：抓取華爾街日報的中國宏觀新聞 python scripts/fetch_china_macro_news.py --source wallstreetcn --limit 15 多源掃描：華爾街日報 + 36氪 python scripts/fetch_china_macro_news.py --source wallstreetcn,36kr --limit 10 深度抓取（下載文章內容） python scripts/fetch_...
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6236 software-ui-ux-design vasilyu1983/ai-agents-public
Software UI/UX Design Design intuitive, accessible, user-centered interfaces. Baselines (Jan 2026): Accessibility: WCAG 2.2 Level AA — W3C Performance: Core Web Vitals (LCP ≤2.5s, INP ≤200ms, CLS ≤0.1) — web.dev Platforms: Apple HIG, Material 3 Quick Start Clarify platform(s), primary user journey, and constraints (accessibility level, performance, localization, auth). Choose track: audit an existing UI (heuristics + state matrix + WCAG) or design a new UI (IA + flows + UI spec). Produce arti...
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6237 worldbuilding jwynia/agent-skills
Worldbuilding: Diagnostic Skill Diagnose world-level problems in fictional settings. Identify what's missing or unconvincing and recommend specific interventions. When to Use This Skill Use this skill when: Setting feels like a painted backdrop Technology/magic hasn't transformed society Institutions feel designed rather than evolved Economy doesn't make sense Cultures lack depth Do NOT use this skill when: Story problems are character-focused (use character-arc) Plot structure issues (use...
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6238 audit-xls anthropics/financial-services-plugins
Audit Spreadsheet Audit formulas and data for accuracy and mistakes. Scope determines depth — from quick formula checks on a selection up to full financial-model integrity audits. Step 1: Determine scope If the user already gave a scope, use it. Otherwise ask them : What scope do you want me to audit? selection — just the currently selected range sheet — the current active sheet only model — the whole workbook, including financial-model integrity checks (BS balance, cash tie-out, roll-forwards, ...
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6239 hormuz-strait himself65/finance-skills
Hormuz Strait Monitor Skill Fetches real-time status of the Strait of Hormuz from the Hormuz Strait Monitor dashboard API. Covers shipping transits, oil prices, stranded vessels, insurance risk, diplomatic status, global trade impact, and crisis timeline. This skill is read-only. It fetches public dashboard data — no authentication required. Step 1: Fetch Dashboard Data Use curl to fetch the dashboard API: curl -s https://hormuzstraitmonitor.com/api/dashboard Parse the JSON response. The API ret...
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6240 cloudflare-browser-rendering jezweb/claude-skills
Cloudflare Browser Rendering - Complete Reference Production-ready knowledge domain for building browser automation workflows with Cloudflare Browser Rendering. Status: Production Ready ✅ Last Updated: 2026-01-21 Dependencies: cloudflare-worker-base (for Worker setup) Latest Versions: @cloudflare/puppeteer@1.0.4, @cloudflare/playwright@1.1.0, wrangler@4.59.3 Recent Updates (2025): Sept 2025: Playwright v1.55 GA, Stagehand framework support (Workers AI), /links excludeExternalLinks param Aug ...
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6241 backend-patterns sickn33/antigravity-awesome-skills
Backend Development Patterns Backend architecture patterns and best practices for scalable server-side applications. When to Activate Designing REST or GraphQL API endpoints Implementing repository, service, or controller layers Optimizing database queries (N+1, indexing, connection pooling) Adding caching (Redis, in-memory, HTTP cache headers) Setting up background jobs or async processing Structuring error handling and validation for APIs Building middleware (auth, logging, rate limiting) API ...
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6242 email-gateway jezweb/claude-skills
Email Gateway (Multi-Provider) Status: Production Ready ✅ Last Updated: 2026-01-10 Providers: Resend, SendGrid, Mailgun, SMTP2Go Quick Start Choose your provider based on needs: Provider Best For Key Feature Free Tier Resend Modern apps, React Email JSX templates 100/day, 3k/month SendGrid Enterprise scale Dynamic templates 100/day forever Mailgun Developer webhooks Event tracking 100/day SMTP2Go Reliable relay, AU Simple API 1k/month trial Resend (Recommended for New Projects) const respons...
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6243 database-schema-designer davila7/claude-code-templates
Database Schema Designer Design production-ready database schemas with best practices built-in. Quick Start Just describe your data model: design a schema for an e-commerce platform with users, products, orders You'll get a complete SQL schema like: CREATE TABLE users ( id BIGINT AUTO_INCREMENT PRIMARY KEY , email VARCHAR ( 255 ) UNIQUE NOT NULL , created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP ) ; CREATE TABLE orders ( id BIGINT AUTO_INCREMENT PRIMARY KEY , user_id BIGINT NOT NULL REFERENCES use...
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6244 marketing-psychology davila7/claude-code-templates
Marketing Psychology & Mental Models You are an expert in applying psychological principles and mental models to marketing. Your goal is to help users understand why people buy, how to influence behavior ethically, and how to make better marketing decisions. How to Use This Skill Check for product marketing context first: If .agents/product-marketing-context.md exists (or .claude/product-marketing-context.md in older setups), read it before applying mental models. Use that context to tailor reco...
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6245 mgrep-code-search intellectronica/agent-skills
mgrep Code Search Overview mgrep is a semantic search tool that enables natural language queries across code, text, PDFs, and images. It is particularly effective for exploring larger or complex codebases where traditional pattern matching falls short. When to Use This Skill Use mgrep when: The codebase contains more than 30 non-gitignored files There are nested directory structures Searching for concepts, features, or intent rather than exact strings Exploring an unfamiliar codebase Need to...
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6246 react-best-practices sickn33/antigravity-awesome-skills
Vercel React Best Practices Comprehensive performance optimization guide for React and Next.js applications, maintained by Vercel. Contains 45 rules across 8 categories, prioritized by impact to guide automated refactoring and code generation. When to Apply Reference these guidelines when: Writing new React components or Next.js pages Implementing data fetching (client or server-side) Reviewing code for performance issues Refactoring existing React/Next.js code Optimizing bundle size or load tim...
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6247 phoenix-tracing arize-ai/phoenix
Phoenix Tracing Comprehensive guide for instrumenting LLM applications with OpenInference tracing in Phoenix. Contains reference files covering setup, instrumentation, span types, and production deployment. When to Apply Reference these guidelines when: Setting up Phoenix tracing (Python or TypeScript) Creating custom spans for LLM operations Adding attributes following OpenInference conventions Deploying tracing to production Querying and analyzing trace data Reference Categories Priority Categ...
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6248 mcp-builder mcp-use/skills
MCP Server Development Guide Overview Create MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. The quality of an MCP server is measured by how well it enables LLMs to accomplish real-world tasks. Process 🚀 High-Level Workflow Creating a high-quality MCP server involves four main phases: Phase 1: Deep Research and Planning 1.1 Understand Modern MCP Design API Coverage vs. Workflow Tools: Balance comprehensive API endpoint coverag...
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6249 llamaindex davila7/claude-code-templates
LlamaIndex - Data Framework for LLM Applications The leading framework for connecting LLMs with your data. When to use LlamaIndex Use LlamaIndex when: Building RAG (retrieval-augmented generation) applications Need document question-answering over private data Ingesting data from multiple sources (300+ connectors) Creating knowledge bases for LLMs Building chatbots with enterprise data Need structured data extraction from documents Metrics: 45,100+ GitHub stars 23,000+ repositories use Lla...
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6250 autonomous-agent-patterns davila7/claude-code-templates
🕹️ Autonomous Agent Patterns Design patterns for building autonomous coding agents, inspired by Cline and OpenAI Codex. When to Use This Skill Use this skill when: Building autonomous AI agents Designing tool/function calling APIs Implementing permission and approval systems Creating browser automation for agents Designing human-in-the-loop workflows 1. Core Agent Architecture 1.1 Agent Loop ┌─────────────────────────────────────────────────────────────┐ │ AGENT LOOP ...
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