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# Skill 仓库 描述 安装量
1401 accessibility-a11y mindrally/skills
Accessibility (a11y) Best Practices You are an expert in web accessibility and inclusive design. Apply these guidelines to ensure all users can access and interact with web applications regardless of their abilities. Core Accessibility Principles Follow WCAG (Web Content Accessibility Guidelines) standards Use semantic HTML to improve accessibility and screen reader compatibility Ensure high accessibility standards using ARIA roles and native accessibility props Design for all users including ...
 937
1402 remote-browser browser-use/browser-use
Remote Browser Automation for Sandboxed Agents This skill is for agents running on sandboxed remote machines (cloud VMs, CI, coding agents) that need to control a browser. Install browser-use and drive a cloud browser — no local Chrome needed. Prerequisites Before using this skill, browser-use must be installed and configured. Run diagnostics to verify: browser-use doctor For more information, see https://github.com/browser-use/browser-use/blob/main/browser_use/skill_cli/README.md Core Workflow ...
 937
1403 shopify-development sickn33/antigravity-awesome-skills
Shopify Development Skill Use this skill when the user asks about: Building Shopify apps or extensions Creating checkout/admin/POS UI customizations Developing themes with Liquid templating Integrating with Shopify GraphQL or REST APIs Implementing webhooks or billing Working with metafields or Shopify Functions ROUTING: What to Build IF user wants to integrate external services OR build merchant tools OR charge for features: → Build an App (see references/app-development.md) IF user wants t...
 937
1404 create-skill siviter-xyz/dot-agent
Create Skill Guide for creating effective skills that extend agent capabilities with specialized knowledge, workflows, and tool integrations. About Skills Skills are modular, self-contained packages that extend agent capabilities by providing specialized knowledge, workflows, and tools. Think of them as "onboarding guides" for specific domains or tasks. What Skills Provide Specialized workflows - Multi-step procedures for specific domains Tool integrations - Instructions for working with spe...
 937
1405 crypto-ta-analyzer dkyazzentwatwa/chatgpt-skills
Crypto & Stock Technical Analysis Multi-indicator technical analysis system that generates high-confidence trading signals by combining 29+ proven algorithms. Features divergence detection, Bollinger Band squeeze alerts, volume confirmation, and a 7-tier signal system. Ideal for cryptocurrency and stock market analysis. Core Workflow 1. Data Acquisition Fetch historical price data from any supported source: CoinGecko (via MCP tools): Use coingecko_get_historical_chart tool with: - coin_id: ...
 937
1406 us-stock-analysis tradermonty/claude-trading-skills
US Stock Analysis Overview Perform comprehensive analysis of US stocks covering fundamental analysis (financials, business quality, valuation), technical analysis (indicators, trends, patterns), peer comparisons, and generate detailed investment reports. Fetch real-time market data via web search tools and apply structured analytical frameworks. Data Sources Always use web search tools to gather current market data: Primary Data to Fetch: Current stock price and trading data (price, volume, 52-w...
 936
1407 logo-creator resciencelab/opc-skills
Logo Creator Skill Create professional logos through AI image generation with an iterative design process. Prerequisites Required API Keys (set in environment): GEMINI_API_KEY - Get from Google AI Studio REMOVE_BG_API_KEY - Get from remove.bg RECRAFT_API_KEY - Get from recraft.ai Required Skills: nanobanana - AI image generation (Gemini 3 Pro Image) File Output Location All generated files should be saved to the .skill-archive directory: .skill-archive/logo-creator/<yyyy-mm-dd-summarynam...
 936
1408 audit-prep-assistant trailofbits/skills
Audit Prep Assistant Purpose I'll help you prepare for a security review using Trail of Bits' checklist. A well-prepared codebase makes the review process smoother and more effective. Use this: 1-2 weeks before your security audit The Preparation Process Step 1: Set Review Goals I'll help you define what you want from the review: Key Questions: What's the overall security level you're aiming for? What areas concern you most? Previous audit issues? Complex components? Fragile parts? What's ...
 935
1409 terraform-engineer jeffallan/claude-skills
Terraform Engineer Senior Terraform engineer specializing in infrastructure as code across AWS, Azure, and GCP with expertise in modular design, state management, and production-grade patterns. Role Definition You are a senior DevOps engineer with 10+ years of infrastructure automation experience. You specialize in Terraform 1.5+ with multi-cloud providers, focusing on reusable modules, secure state management, and enterprise compliance. You build scalable, maintainable infrastructure code. ...
 933
1410 competitive-ads-extractor composiohq/awesome-claude-skills
Competitive Ads Extractor This skill extracts your competitors' ads from ad libraries and analyzes what's working—the problems they're highlighting, use cases they're targeting, and copy/creative that's resonating. When to Use This Skill Researching competitor ad strategies Finding inspiration for your own ads Understanding market positioning Identifying successful ad patterns Analyzing messaging that works Discovering new use cases or pain points Planning ad campaigns with proven concepts Wha...
 932
1411 validate-skills callstackincubator/agent-skills
Validate all skills in `skills/` against the agentskills.io spec and Claude Code best practices. Validation Checklist For each skill directory, verify: Spec Compliance (agentskills.io) | `name` format | 1-64 chars, lowercase alphanumeric + hyphens, no leading/trailing/consecutive hyphens | `name` matches directory | Directory name must equal `name` field | `description` length | 1-1024 characters, non-empty | Optional fields valid | `license`, `metadata`, `compatibility` if prese...
 931
1412 content-modeling-best-practices sanity-io/agent-toolkit
Content Modeling Best Practices Principles for designing structured content that's flexible, reusable, and maintainable. These concepts apply to any headless CMS but include Sanity-specific implementation notes. When to Apply Reference these guidelines when: Starting a new project and designing the content model Evaluating whether content should be structured or free-form Deciding between references and embedded content Planning for multi-channel content delivery Refactoring existing content...
 928
1413 game-developer jeffallan/claude-skills
Game Developer Senior game developer with expertise in creating high-performance gaming experiences across Unity, Unreal, and custom engines. Role Definition You are a senior game developer with 10+ years of experience in game engine programming, graphics optimization, and multiplayer systems. You specialize in Unity C, Unreal C++, ECS architecture, and cross-platform optimization. You build engaging, performant games that run smoothly across all target platforms. When to Use This Skill Buil...
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1414 make-interfaces-feel-better jakubkrehel/make-interfaces-feel-better
Details that make interfaces feel better Great interfaces rarely come from a single thing. It's usually a collection of small details that compound into a great experience. Apply these principles when building or reviewing UI code. Quick Reference Category When to Use Typography Text wrapping, font smoothing, tabular numbers Layout & Spacing Border radius, optical alignment, shadows, image outlines Animations Interruptible animations, enter/exit transitions, icon animations Core Principles 1. Co...
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1415 grimoire-aave franalgaba/grimoire
Grimoire Aave Skill Use this skill to query Aave V3 metadata and reserve snapshots for strategy inputs. Preferred invocations: grimoire venue aave ... npx -y @grimoirelabs/cli venue aave ... (no-install) bun run packages/cli/src/index.ts venue aave ... (repo-local) grimoire-aave ... (direct binary from @grimoirelabs/venues ) Recommended preflight: grimoire venue doctor --adapter aave --chain 1 --rpc-url <rpc> --json Commands grimoire venue aave health [--format <json|table>] grimoire venue aave ...
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1416 twitter resciencelab/opc-skills
Twitter/X Skill Get user profiles, tweets, replies, followers/following, communities, spaces, and trends from Twitter/X via twitterapi.io. Prerequisites Set API key in ~/.zshrc : export TWITTERAPI_API_KEY = "your_api_key" Quick Check : cd < skill_directory > python3 scripts/get_user_info.py elonmusk Commands All commands run from the skill directory. User Endpoints python3 scripts/get_user_info.py USERNAME python3 scripts/get_user_about.py USERNAME python3 scripts/batch_get_users.py USER_ID1,USE...
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1417 grimoire-morpho-blue franalgaba/grimoire
Grimoire Morpho Blue Skill Use this skill to query Morpho Blue deployment metadata and vault snapshots for spell params. Preferred invocations: grimoire venue morpho-blue ... npx -y @grimoirelabs/cli venue morpho-blue ... (no-install) bun run packages/cli/src/index.ts venue morpho-blue ... (repo-local) grimoire-morpho-blue ... (direct binary from @grimoirelabs/venues ) Recommended preflight: grimoire venue doctor --adapter morpho-blue --chain 8453 --rpc-url <rpc> --json Use --format spell to emi...
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1418 nia nozomio-labs/nia-skill
Nia Skill Direct API access to Nia for indexing and searching code repositories, documentation, research papers, HuggingFace datasets, local folders, Slack workspaces, and packages. Nia provides tools for indexing and searching external repositories, research papers, documentation, packages, and performing AI-powered research. Its primary goal is to reduce hallucinations in LLMs and provide up-to-date context for AI agents. Setup Get your API key Either: Run npx nia-wizard@latest (guided setup) ...
 923
1419 excalidraw-diagram coleam00/excalidraw-diagram-skill
Excalidraw Diagram Generator Create Excalidraw diagrams from text content with multiple output formats. Output Modes 根据用户的触发词选择输出模式： 触发词 输出模式 文件格式 用途 Excalidraw 、 画图 、 流程图 、 思维导图 Obsidian （默认） .md 在 Obsidian 中直接打开 标准Excalidraw 、 standard excalidraw Standard .excalidraw 在 excalidraw.com 打开/编辑/分享 Excalidraw动画 、 动画图 、 animate Animated .excalidraw 拖到 excalidraw-animate 生成动画 Workflow Detect output mode from trigger words (see Output Modes table above) Analyze content - identify concepts, relationship...
 923
1420 humanizer daleseo/korean-skills
Humanizer: Remove AI Writing Patterns You are a writing editor that identifies and removes signs of AI-generated text to make writing sound more natural and human. This guide is based on Wikipedia's "Signs of AI writing" page, maintained by WikiProject AI Cleanup. Your Task When given text to humanize: Identify AI patterns - Scan for the patterns listed below Rewrite problematic sections - Replace AI-isms with natural alternatives Preserve meaning - Keep the core message intact Maintain voice - ...
 923
1421 grimoire-uniswap franalgaba/grimoire
Grimoire Uniswap Skill Use this skill to inspect Uniswap metadata and produce token/pool snapshots for spells. Preferred invocations: grimoire venue uniswap ... npx -y @grimoirelabs/cli venue uniswap ... (no-install) bun run packages/cli/src/index.ts venue uniswap ... (repo-local) grimoire-uniswap ... (direct binary from @grimoirelabs/venues ) Recommended preflight: grimoire venue doctor --adapter uniswap --chain 1 --rpc-url <rpc> --json Commands grimoire venue uniswap info [--format <json|table...
 923
1422 grimoire franalgaba/grimoire
Grimoire CLI Skill This skill is the base operating playbook for Grimoire. When To Use Use this skill when the task includes: install/setup of Grimoire tooling creating or editing .spell files syntax questions about DSL capability advisory ( advise ) authoring, debugging, and replay workflows setup/compile/validate/simulate/cast/resume workflows debugging spell compile/runtime failures Mandatory Loading Rules These rules are required and solve syntax coverage gaps. For any .spell authoring/editi...
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1423 authenticate-wallet coinbase/agentic-wallet-skills
Authenticating with the Payments Wallet When the wallet is not signed in (detected via npx awal status or when wallet operations fail with authentication errors), use the npx awal CLI to authenticate. If you have access to email, you can authenticate the wallet yourself, otherwise you'll need to ask your human to give you an email address and to tell you the OTP code they receive. Authentication Flow Authentication uses a two-step email OTP process: Step 1: Initiate login npx awal@2.0.3 auth log...
 921
1424 security-review getsentry/skills
Security Review Skill This skill ensures all code follows security best practices and identifies potential vulnerabilities. When to Activate Implementing authentication or authorization Handling user input or file uploads Creating new API endpoints Working with secrets or credentials Implementing payment features Storing or transmitting sensitive data Integrating third-party APIs Security Checklist 1. Secrets Management ❌ NEVER Do This const apiKey = "sk-proj-xxxxx" // Hardcoded secret const dbP...
 920
1425 meeting-notes shubhamsaboo/awesome-llm-apps
Meeting Notes You are an expert at creating clear, actionable meeting summaries and notes. When to Apply Use this skill when: Taking meeting notes Summarizing discussions Tracking action items and decisions Creating meeting minutes Documenting team syncs Meeting Notes Structure [Meeting Title] Date : [Date] Time : [Time] Attendees : [Names] Note Taker : [Name] Agenda - [Topic 1] - [Topic 2] Key Discussion Points [Topic 1] - [Summary of discussion] - [Key points raised] [Topic 2] [Co...
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1426 flutter-setting-up-on-windows flutter/skills
Setting Up Flutter for Windows Development Contents Core Requirements Workflow: Installing and Configuring the SDK Workflow: Configuring Tooling and IDEs Workflow: Configuring Target Platforms Workflow: Building and Packaging for Windows Workflow: Generating and Installing Certificates Examples Core Requirements Configure the Windows environment to support both Flutter framework execution and native C/C++ compilation. Differentiate strictly between Visual Studio (required for Windows desktop C++...
 916
1427 microservices-architect jeffallan/claude-skills
Microservices Architect Senior distributed systems architect specializing in cloud-native microservices architectures, resilience patterns, and operational excellence. Role Definition You are a senior microservices architect with 15+ years of experience designing distributed systems. You specialize in service decomposition, domain-driven design, resilience patterns, service mesh technologies, and cloud-native architectures. You design systems that scale, self-heal, and enable autonomous teams...
 915
1428 vue-jsx-best-practices hyf0/vue-skills
Vue JSX best practices and differences from React JSX. JSX Migrating React JSX code to Vue or getting attribute type errors → See render-function-jsx-vue-vs-react
 915
1429 code-maturity-assessor trailofbits/skills
Code Maturity Assessor Purpose I will systematically assess this codebase's maturity using Trail of Bits' 9-category framework by analyzing the code and evaluating it against established criteria. I'll provide evidence-based ratings and actionable recommendations. Framework: Building Secure Contracts - Code Maturity Evaluation v0.1.0 How This Works Phase 1: Discovery I'll explore the codebase to understand: Project structure and platform Contract/module files Test coverage Documentation ava...
 915
1430 semgrep-rule-creator trailofbits/skills
Semgrep Rule Creator Create production-quality Semgrep rules with proper testing and validation. When to Use Ideal scenarios: Creating custom detection rules for specific bug patterns Building security vulnerability detectors for your codebase Writing taint-mode rules for data flow vulnerabilities Developing rules to enforce coding standards When NOT to Use Do NOT use this skill for: Running existing Semgrep rulesets General static analysis without custom rules (use static-analysis plugin)...
 913
1431 coverage-analysis trailofbits/skills
Coverage Analysis Coverage analysis is essential for understanding which parts of your code are exercised during fuzzing. It helps identify fuzzing blockers like magic value checks and tracks the effectiveness of harness improvements over time. Overview Code coverage during fuzzing serves two critical purposes: Assessing harness effectiveness: Understand which parts of your application are actually executed by your fuzzing harnesses Tracking fuzzing progress: Monitor how coverage changes whe...
 913
1432 ui-ux-pro-max davila7/claude-code-templates
UI/UX Pro Max - Design Intelligence Comprehensive design guide for web and mobile applications. Contains 50+ styles, 161 color palettes, 57 font pairings, 161 product types with reasoning rules, 99 UX guidelines, and 25 chart types across 10 technology stacks. Searchable database with priority-based recommendations. When to Apply This Skill should be used when the task involves UI structure, visual design decisions, interaction patterns, or user experience quality control . Must Use This Skill m...
 912
1433 asc-notarization rudrankriyam/app-store-connect-cli-skills
macOS Notarization Use this skill when you need to notarize a macOS app for distribution outside the App Store. Preconditions Xcode installed and command line tools configured. Auth is configured ( asc auth login or ASC_* env vars). A Developer ID Application certificate in the local keychain. The app's Xcode project builds for macOS. Preflight: Verify Signing Identity Before archiving, confirm a valid Developer ID Application identity exists: security find-identity -v -p codesigning | grep "Dev...
 911
1434 grimoire-pendle franalgaba/grimoire
Grimoire Pendle Skill Use this skill to inspect Pendle metadata and preflight Pendle routing configuration before running spells. Preferred invocations: grimoire venue pendle ... npx -y @grimoirelabs/cli venue pendle ... (no-install) bun run packages/cli/src/index.ts venue pendle ... (repo-local) grimoire-pendle ... (direct binary from @grimoirelabs/venues ) Recommended preflight: grimoire venue doctor --adapter pendle --chain 1 --rpc-url <rpc> --json Commands grimoire venue pendle info [--base-...
 911
1435 vercel-deployment sickn33/antigravity-awesome-skills
Vercel Deployment You are a Vercel deployment expert. You understand the platform's capabilities, limitations, and best practices for deploying Next.js applications at scale. Your core principles: Environment variables - different for dev/preview/production Edge vs Serverless - choose the right runtime Build optimization - minimize cold starts and bundle size Preview deployments - use for testing before production Monitoring - set up analytics and error tracking Capabilities vercel deployment...
 908
1436 ts-library onmax/nuxt-skills
TypeScript Library Development Patterns for authoring high-quality TypeScript libraries, extracted from studying unocss, shiki, unplugin, vite, vitest, vueuse, zod, trpc, drizzle-orm, and more. When to Use Starting a new TypeScript library (single or monorepo) Setting up package.json exports for dual CJS/ESM Configuring tsconfig for library development Choosing build tools (tsdown, unbuild) Designing type-safe APIs (builder, factory, plugin patterns) Writing advanced TypeScript types Setting u...
 908
1437 flutter-setting-up-on-linux flutter/skills
Setting Up a Linux Environment for Flutter Development Contents System Dependencies Workflow: Configuring the Linux Toolchain Workflow: Validating the Environment Workflow: Preparing for Distribution (Snapcraft) Examples System Dependencies To build and run Flutter applications on a Linux desktop, install the required C/C++ toolchain and system libraries. Flutter relies on dart:ffi to interface with Linux system calls and the GTK framework for UI rendering. Required packages for Debian/Ubuntu-ba...
 907
1438 proactive-self-improving-agent yanhongxi-openclaw/proactive-self-improving-agent
Proactive Self-Improving Agent 自动捕获经验 · 安全进化 · 记录轨迹 让 agent 在日常工作中自动识别错误、纠正和最佳实践，结构化记录，安全地将经验沉淀为长期能力。 目录 核心理念 经验记录系统 经验进化路径 操作日志 行为准则 快速参考 1. 核心理念 两条腿走路： 记录 — 每次犯错、被纠正、发现更好做法时，立刻结构化记录 进化 — 反复出现的经验自动晋升为永久能力，但有护栏防止漂移 核心法则： 如果一个经验值得记住，就必须写到文件里。脑子里的"记住了"不算数。 去重法则： 触发 ≠ 必须写入。每次触发时先判断：这个经验是否 真正新颖 ？如果没什么可学的，或者本质上已经包含在已有条目中， 直接跳过，不写入 。避免用重复的低价值记录污染 .learnings/。 2. 经验记录系统 2.1 触发条件 检测到以下 7 种场景 时， 评估是否有新经验值得记录 ： 场景 记录到 类别 1 命令/操作失败 ERRORS.md - 2 用户纠正（"不对"/"应该是…"/"Actually…"） LEARNINGS.md correction 3 用户需要...
 907
1439 swiftdata-pro twostraws/swiftdata-agent-skill
Write and review SwiftData code for correctness, modern API usage, and adherence to project conventions. Report only genuine problems - do not nitpick or invent issues. Review process: Check for core SwiftData issues using references/core-rules.md . Check that predicates are safe and supported using references/predicates.md . If the project uses CloudKit, check for CloudKit-specific constraints using references/cloudkit.md . If the project targets iOS 18+, check for indexing opportunities using ...
 906
1440 document-writer onmax/nuxt-skills
Documentation Writer for Nuxt Ecosystem Writing guidance for blog posts and documentation following patterns from official Nuxt websites. When to Use Writing blog posts for Nuxt ecosystem projects Creating or editing documentation pages Ensuring consistent writing style across content Writing Standard Override: When writing documentation, maintain proper grammar and complete sentences. The "sacrifice grammar for brevity" rule does NOT apply here. Documentation must be: Grammatically correct...
 905
1441 health tw93/claude-health
Claude Code Configuration Health Audit Systematically audit the current project's Claude Code setup using the six-layer framework: CLAUDE.md → rules → skills → hooks → subagents → verifiers The goal is not just to find rule violations, but to diagnose which layer is misaligned and why — calibrated to the project's actual complexity . Step 0: Assess project tier P = $( pwd ) echo "source_files: $(find " $P " -type f \( -name "*.rs" -o -name "*.ts" -o -name "*.py" -o -name "*.go" -o -name "*.lua" ...
 905
1442 wechat-article-extractor freestylefly/wechat-article-extractor-skill
WeChat Article Extractor Extract metadata and content from WeChat Official Account (微信公众号) articles. Capabilities Parse WeChat article URLs ( mp.weixin.qq.com ) Extract article metadata: title, author, description, publish time Extract account info: name, avatar, alias, description Get article content (HTML) Get cover image URL Support multiple article types: post, video, image, voice, text, repost Handle various error cases: deleted content, expired links, access limits Usage Basic Extraction f...
 904
1443 tailwindcss-mobile-first josiahsiegel/claude-plugin-marketplace
Mobile-First Responsive Design (2025/2026) Core Philosophy Mobile-first design is the industry standard for 2025/2026. With mobile traffic consistently exceeding 60% of global web traffic and Google's mobile-first indexing, starting with mobile ensures optimal user experience and SEO performance. The Mobile-First Mindset <!-- CORRECT: Mobile-first (progressive enhancement) --> <div class="text-sm md:text-base lg:text-lg"> Start small, enhance upward </div> <!-- INCORRECT: Desktop-first (gra...
 903
1444 code-simplifier getsentry/skills
You are an expert code simplification specialist focused on enhancing code clarity, consistency, and maintainability while preserving exact functionality. Your expertise lies in applying project-specific best practices to simplify and improve code without altering its behavior. You prioritize readable, explicit code over overly compact solutions. This is a balance that you have mastered as a result your years as an expert software engineer. You will analyze recently modified code and apply refin...
 903
1445 secure-code-guardian jeffallan/claude-skills
Secure Code Guardian Security-focused developer specializing in writing secure code and preventing vulnerabilities. Role Definition You are a senior security engineer with 10+ years of application security experience. You specialize in secure coding practices, OWASP Top 10 prevention, and implementing authentication/authorization. You think defensively and assume all input is malicious. When to Use This Skill Implementing authentication/authorization Securing user input handling Implementing...
 902
1446 invoice-organizer composiohq/awesome-claude-skills
Invoice Organizer This skill transforms chaotic folders of invoices, receipts, and financial documents into a clean, tax-ready filing system without manual effort. When to Use This Skill Preparing for tax season and need organized records Managing business expenses across multiple vendors Organizing receipts from a messy folder or email downloads Setting up automated invoice filing for ongoing bookkeeping Archiving financial records by year or category Reconciling expenses for reimbursement Prep...
 899
1447 business-analyst aj-geddes/claude-code-bmad-skills
Business Analyst Role: Phase 1 - Analysis Specialist Function: Conduct product discovery, research, and create product briefs When to Use This Skill Activate this skill when you need to: Create a product brief for a new product or feature Conduct product discovery and problem analysis Brainstorm and explore product ideas Perform market and competitive research Gather and document requirements Interview stakeholders about needs and pain points Define success metrics and goals Set the foundation b...
 899
1448 domain-name-brainstormer composiohq/awesome-claude-skills
Domain Name Brainstormer This skill helps you find the perfect domain name for your project by generating creative options and checking what's actually available to register. When to Use This Skill Starting a new project or company Launching a product or service Creating a personal brand or portfolio site Rebranding an existing project Registering a domain for a side project Finding available alternatives when your first choice is taken What This Skill Does Understands Your Project : Analyzes wh...
 897
1449 multi-search-engine aaaaqwq/claude-code-skills
Multi Search Engine v2.0.1 Integration of 17 search engines for web crawling without API keys. Search Engines Domestic (8) Baidu : https://www.baidu.com/s?wd={keyword} Bing CN : https://cn.bing.com/search?q={keyword}&ensearch=0 Bing INT : https://cn.bing.com/search?q={keyword}&ensearch=1 360 : https://www.so.com/s?q={keyword} Sogou : https://sogou.com/web?query={keyword} WeChat : https://wx.sogou.com/weixin?type=2&query={keyword} Toutiao : https://so.toutiao.com/search?keyword={keyword} Jisilu :...
 895
1450 rag-architect jeffallan/claude-skills
RAG Architect Senior AI systems architect specializing in Retrieval-Augmented Generation (RAG), vector databases, and knowledge-grounded AI applications. Role Definition You are a senior RAG architect with expertise in building production-grade retrieval systems. You specialize in vector databases, embedding models, chunking strategies, hybrid search, retrieval optimization, and RAG evaluation. You design systems that ground LLM outputs in factual knowledge while balancing latency, accuracy, ...
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