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# Skill 仓库 描述 安装量
15001 vitest-3-features josiahsiegel/claude-plugin-marketplace
🚨 CRITICAL GUIDELINES Windows File Path Requirements MANDATORY: Always Use Backslashes on Windows for File Paths When using Edit or Write tools on Windows, you MUST use backslashes (\) in file paths, NOT forward slashes (/). Examples: ❌ WRONG: D:/repos/project/file.tsx ✅ CORRECT: D:\repos\project\file.tsx This applies to: Edit tool file_path parameter Write tool file_path parameter All file operations on Windows systems Documentation Guidelines NEVER create new documentation files unless ...
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15002 axiom-tvos charleswiltgen/axiom
tvOS Development Overview tvOS shares UIKit and SwiftUI with iOS but diverges in critical ways that catch every iOS developer. The three most dangerous assumptions: (1) local files persist, (2) WebView exists, (3) focus works like @FocusState. Core principle tvOS is not "iOS on TV." It has a dual focus system, no persistent local storage, no WebView, and a remote with two incompatible generations. Treat it as its own platform. tvOS 26 Adopts Liquid Glass design language with new app icon system....
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15003 clip orchestra-research/ai-research-skills
CLIP - Contrastive Language-Image Pre-Training OpenAI's model that understands images from natural language. When to use CLIP Use when: Zero-shot image classification (no training data needed) Image-text similarity/matching Semantic image search Content moderation (detect NSFW, violence) Visual question answering Cross-modal retrieval (image→text, text→image) Metrics: 25,300+ GitHub stars Trained on 400M image-text pairs Matches ResNet-50 on ImageNet (zero-shot) MIT License Use alternativ...
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15004 pine-manager traderspost/pinescript-agents
Responsible for orchestrating the entire Pine Script development workflow by coordinating specialized capabilities. Project Scoping Process When starting ANY new project, first gather requirements using: - Standard flow: `/docs/project-scoping-flow.md` and `/docs/scoping-questions.md` - Unknown patterns: `/docs/comprehensive-scoping-flow.md` - Edge cases: `/docs/edge-case-handler.md` Adaptive Scoping Strategy Step 1: Pattern Recognition First, identify if the request matches known pat...
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15005 debugging siviter-xyz/dot-agent
Debugging When to use this skill Encountering runtime errors or exceptions Code produces unexpected output or behavior Performance degradation or memory issues Intermittent or hard-to-reproduce bugs Understanding unfamiliar error messages Post-incident analysis and prevention Instructions Step 1: Gather Information Collect all relevant context about the issue: Error details : Full error message and stack trace Error type (syntax, runtime, logic, etc.) When did it start occurring? Is it reproduci...
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15006 data-driven-testing 0xbigboss/claude-code
Deprecated This skill has been replaced by testing-best-practices . Use testing-best-practices for all test design, test case generation, and test strategy work. What changed Test layering policy (unit / integration / e2e) replaces the unit-only DDT focus. Markdown tables replace the rigid canonical JSON test-case schema. Output is strategy + matrix + implementation plan, not JSON blocks. Added: hard rules against fabricated fixtures and invented source locations. Added: e2e execution guidance (...
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15007 sales-forecast-builder onewave-ai/claude-skills
Sales Forecast Builder Weighted pipeline forecast by probability. Historical accuracy tracking, commit vs best-case scenarios, deal slippage patterns. Instructions You are an expert sales operations leader. Build accurate forecasts with multiple scenarios, track accuracy, and identify improvement opportunities. Output Format Sales Forecast Builder Output Generated: {timestamp} --- Results [Your formatted output here] --- Recommendations [Actionable next steps] Best Practices Be S...
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15008 deepeval sammcj/agentic-coding
DeepEval Overview DeepEval is a pytest-based framework for testing LLM applications. It provides 50+ evaluation metrics covering RAG pipelines, conversational AI, agents, safety, and custom criteria. DeepEval integrates into development workflows through pytest, supports multiple LLM providers, and includes component-level tracing with the @observe decorator. Repository: https://github.com/confident-ai/deepeval Documentation: https://deepeval.com Installation pip install -U deepeval Requires Pyt...
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15009 rust-systems-programming manutej/luxor-claude-marketplace
Rust Systems Programming A comprehensive skill for building high-performance, memory-safe systems software using Rust. This skill covers ownership, borrowing, concurrency, async programming, unsafe code, FFI, and performance optimization for systems-level development. When to Use This Skill Use this skill when: Building systems software requiring memory safety without garbage collection Developing high-performance applications with zero-cost abstractions Writing concurrent or parallel progra...
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15010 navigation-menus dylantarre/animation-principles
Navigation & Menu Animation Principles Apply Disney's 12 principles to navigation for fluid, intuitive wayfinding. Principles Applied to Navigation 1. Squash & Stretch Menu items can compress slightly on click. Mobile hamburger icon lines should squash during transformation to X. 2. Anticipation Before dropdown opens, trigger item can lift or highlight. Sidebar toggle icon rotates slightly before panel slides. 3. Staging Active nav item should be clearly distinguished. Dropdown menus appear abov...
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15011 apple-mail rbouschery/marketplace
Apple Mail Skill This skill provides commands to interact with Apple Mail on macOS via AppleScript. Available Scripts All scripts are in the ../../scripts/ directory (relative to this file). Execute them via bash from the plugin root. Account & Mailbox Management Script Purpose Arguments list-accounts.sh List all email accounts none list-mailboxes.sh List mailboxes/folders [account] (optional) get-unread-count.sh Get unread email count [account] [mailbox] (optional) Reading Emails Script Pur...
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15012 dojo-init dojoengine/book
Dojo Project Initialization Initialize new Dojo projects with the complete directory structure, configuration files, and dependencies. When to Use This Skill "Create a new Dojo project" "Initialize a Dojo game called [name]" "Set up a new Dojo application" "Start a new provable game project" What This Skill Does Creates a complete Dojo project with: Scarb.toml with Dojo dependencies dojo_dev.toml for local development Source directory structure Example models and systems Test files Quick Start U...
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15013 vanilla-web janjaszczak/cursor
Vanilla Web (HTML/CSS/JS) Baseline constraints (from the rule) Use these as non-negotiables: "HTML/CSS/JS only (no framework)." "Keep JS modular (ESM), split responsibilities (SRP)." "Prefer small, focused functions and pure utilities; avoid global state." "Ship complete runnable files and minimal tests before marking done." When to activate this skill Activate when the user asks for: vanilla JS / plain HTML/CSS/JS / static page “no framework”, “no React/Vue/Angular” small UI components (modal, ...
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15014 speech-to-text sarvamai/skills
ElevenLabs Speech-to-Text Transcribe audio to text with Scribe v2 - supports 90+ languages, speaker diarization, and word-level timestamps. Setup: See Installation Guide . For JavaScript, use @elevenlabs/* packages only. Quick Start Python from elevenlabs import ElevenLabs client = ElevenLabs ( ) with open ( "audio.mp3" , "rb" ) as audio_file : result = client . speech_to_text . convert ( file = audio_file , model_id = "scribe_v2" ) print ( result . text ) JavaScript import { ElevenLabsClient } ...
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15015 layout designer eddiebe147/claude-settings
Layout Designer A layout expert that creates beautiful, functional page compositions using grid systems, spacing, and visual hierarchy principles. This skill combines design theory, responsive design patterns, and modern CSS capabilities to build layouts that work across all devices and content types. Whether you need a landing page hero, a dashboard interface, or an editorial layout, this skill provides structured approaches to composition that balance aesthetics with usability. Core Workflows ...
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15016 markdown-exporter bowenliang123/md_exporter
✨ What is Markdown Exporter? Markdown Exporter is a Agent Skill that transforms your Markdown text into a wide variety of professional formats. Whether you need to create polished reports, stunning presentations, organized spreadsheets, or code files—this tool has you covered. Tools and Supported Formats Prerequisites To use the Markdown Exporter skill, ensure you have the following prerequisites installed: Python 3.11 or higher (optional) uv package manager 📦 Usage Overview All scripts pro...
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15017 youdotcom-cli youdotcom-oss/agent-skills
You.com Web Search, Research & Content Extraction Prerequisites Verify curl and jq are available curl --version jq --version API Key (optional for Search) The Search endpoint ( /v1/agents/search ) works without an API key — no signup, no billing required. An API key unlocks higher rate limits and is required for Research and Contents endpoints. Optional for search, required for research/contents export YDC_API_KEY = "your-api-key-here" Get an API key from https://you.com/platform/api-keys to u...
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15018 mcp-supabase heyvhuang/ship-faster
Supabase MCP Skill Interact with Supabase database via MCP tools, execute queries, writes, migrations, and diagnostics. Scope Applies to: Need to perform "database actions" on Supabase: query/statistics/export, write (after confirmation), migration (DDL), type generation, query logs/advisors Does not apply to: Need to complete "integration implementation" in Next.js project (env/client code/minimal data access layer/project structure) → Use workflow-ship-faster (Step 6: Supabase integration) for...
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15019 go-playwright sickn33/antigravity-awesome-skills
Playwright Go Automation Expert Overview This skill provides a comprehensive framework for writing high-performance, production-grade browser automation scripts using github.com/playwright-community/playwright-go . It enforces architectural best practices (contexts over instances), robust error handling, structured logging (Zap), and advanced human-emulation techniques to bypass anti-bot systems. When to Use This Skill Use when the user asks to "scrape," "automate," or "test" a website using Go....
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15020 scholar-evaluation ovachiever/droid-tings
Scholar Evaluation Overview Apply the ScholarEval framework to systematically evaluate scholarly and research work. This skill provides structured evaluation methodology based on peer-reviewed research assessment criteria, enabling comprehensive analysis of academic papers, research proposals, literature reviews, and scholarly writing across multiple quality dimensions. When to Use This Skill Use this skill when: Evaluating research papers for quality and rigor Assessing literature review compre...
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15021 hn-search dylanfeltus/skills
Hacker News Search Search and monitor Hacker News stories, comments, and users via the Algolia HN Search API. No API key required. When to Use User asks about Hacker News discussions on a topic User wants to find HN posts about a company, product, or technology User wants to monitor HN for mentions of something User asks "what's trending on HN" or "what did HN think about X" User wants to find Show HN / Ask HN / Launch HN posts API Overview Base URL: https://hn.algolia.com/api/v1 Two search endp...
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15022 api-filtering-sorting secondsky/claude-skills
API Filtering & Sorting Overview Build flexible filtering and sorting systems that handle complex queries efficiently with proper validation, security, and performance optimization. When to Use Building search and filter interfaces Implementing advanced query capabilities Creating flexible data retrieval endpoints Optimizing query performance Validating user input for queries Supporting complex filtering logic Instructions 1. Query Parameter Filtering // Node.js filtering implementation app.ge...
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15023 sapui5-cli secondsky/sap-skills
SAPUI5/OpenUI5 CLI Management Skill Table of Contents Overview When to Use This Skill Quick Start Workflow Project Types Bundled Resources Overview This skill provides comprehensive guidance for working with the UI5 CLI (UI5 Tooling), the official command-line interface for developing, building, and deploying SAPUI5 and OpenUI5 applications and libraries. Current CLI Version : 4.0.0+ (Released July 24, 2024) Node.js Requirements : v20.11.0+ or v22.0.0+ (v21 not supported) npm Requirements : v8.0...
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15024 webconsulting-branding dirnbauer/webconsulting-skills
Persona: Innovative, Technical, Professional ("Senior Solutions Architect") Tone: Clear, concise, authoritative. Avoid marketing fluff. Language: German (Primary) / English (Technical documentation) 2. Visual Design Tokens (Strict Adherence) Color Palette | Primary Teal | `14b8a6` | `text-teal-500` | Links, primary buttons, active states | Primary Cyan | `06b6d4` | `text-cyan-600` | Hover states, secondary highlights | Accent Amber | `f59e0b` | `text-amber-500` | Warnings, hi...
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15025 strategy-pivot-designer tradermonty/claude-trading-skills
Strategy Pivot Designer Overview Detect when a strategy's backtest iteration loop has stalled and propose structurally different strategy architectures. This skill acts as the feedback loop for the Edge pipeline (hint-extractor -> concept-synthesizer -> strategy-designer -> candidate-agent), breaking out of local optima by redesigning the strategy's skeleton rather than tweaking parameters. When to Use Backtest scores have plateaued despite multiple refinement iterations. A strategy shows signs ...
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15026 tanstack-vue-query-skilld harlan-zw/vue-ecosystem-skills
TanStack/query @tanstack/vue-query Hooks for managing, caching and syncing asynchronous and remote data in Vue Version: 5.92.9 (Jan 2026) Deps: @tanstack/match-sorter-utils@^8.19.4, @vue/devtools-api@^6.6.3, vue-demi@^0.14.10, @tanstack/query-core@5.90.20 Tags: alpha: 5.0.0-alpha.91 (Jul 2023), beta: 5.0.0-beta.35 (Sep 2023), rc: 5.0.0-rc.16 (Oct 2023), latest: 5.92.9 (Jan 2026), previous: 4.43.0 (Jan 2026) References: Docs — API reference, guides API Changes This section documents version-speci...
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15027 clinical-trials-search yorkeccak/scientific-skills
Clinical Trials Search Search the complete ClinicalTrials.gov database of clinical studies using natural language queries powered by Valyu's semantic search API. Why This Skill is Powerful No API Parameter Parsing: Just pass natural language queries directly - no need to construct complex search parameters Semantic Search: Understands the meaning of your query, not just keyword matching Full-Text Access: Returns complete trial information including phases, conditions, interventions, and outcom...
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15028 mcp-management secondsky/claude-skills
MCP Management Skill for managing and interacting with Model Context Protocol (MCP) servers. Overview MCP is an open protocol enabling AI agents to connect to external tools and data sources. This skill provides scripts and utilities to discover, analyze, and execute MCP capabilities from configured servers without polluting the main context window. Key Benefits: Progressive disclosure of MCP capabilities (load only what's needed) Intelligent tool/prompt/resource selection based on task req...
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15029 oracle steipete/agent-scripts
oracle — best use Oracle bundles your prompt + selected files into one “one-shot” request so another model can answer with real repo context (API or browser automation). Treat output as advisory: verify against code + tests. Main use case (browser, GPT‑5.2 Pro) Default workflow here: --engine browser with GPT‑5.2 Pro in ChatGPT. This is the common “long think” path: ~10 minutes to ~1 hour is normal; expect a stored session you can reattach to. Recommended defaults: Engine: browser ( --engine bro...
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15030 data-visualization dylantarre/animation-principles
Data Visualization Skill Chart selection guidance, Python visualization code patterns, design principles, and accessibility considerations for creating effective data visualizations. Chart Selection Guide Choose by Data Relationship What You're Showing Best Chart Alternatives Trend over time Line chart Area chart (if showing cumulative or composition) Comparison across categories Vertical bar chart Horizontal bar (many categories), lollipop chart Ranking Horizontal bar chart Dot plot, slope char...
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15031 webnovel-init lingfengqaq/webnovel-writer
[AskUserQuestion Round 1] | 初始化模式 | ⚡ Quick (5分钟，基本信息) / 📝 Standard (15-20分钟，+金手指设计) / 🎯 Deep (30-45分钟，+创意评估+市场定位) Phase 2: 题材选择 2.1 选择题材大类 [AskUserQuestion Round 2] | 题材大类 | 玄幻修仙类 / 都市现代类 / 言情类 / 特殊题材 2.2 选择具体题材 + 目标字数 [AskUserQuestion Round 3] 根据大类显示： | 玄幻修仙类 | 修仙 / 系统流 | 都市现代类 | 都市异能 / 现实题材 | 言情类 | 狗血言情 / 古言 / 替身文 / 多子多福 | 特殊题材 | 知乎短篇 / 规则怪谈 / 黑暗题材 同时询问： | 目标字数 | 30万字 / 50万字 / 100万字 / 200万字+ 2.3 加载题材模板（必须执行） 根据选择的题材执行： ``` cat "${CLAUDE_PLUGIN_ROOT}/templates...
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15032 webmcp pillarhq/pillar-skills
WebMCP Tools Implement tools using the W3C WebMCP API ( navigator.modelContext ) so AI agents, browser assistants, and assistive technologies can call structured JavaScript functions on your page. When to Apply Reference these guidelines when: Adding tools to a web page for browser AI agents Registering callable functions via navigator.modelContext Exposing existing page functionality to agents Building cooperative human-in-the-loop agent workflows Essential Rules Priority Rule Description CRITI...
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15033 framework-to-capacitor cap-go/capgo-skills
Framework to Capacitor Integration Comprehensive guide for integrating web frameworks with Capacitor to build mobile apps. When to Use This Skill Converting a Next.js app to a mobile app Integrating React, Vue, Angular, or Svelte with Capacitor Configuring static exports for Capacitor Setting up routing for mobile apps Optimizing framework builds for native platforms Framework Support Matrix Framework Static Export SSR Support Recommended Approach Next.js ✅ Yes ❌ No Static export (output: 'expor...
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15034 nextjs-performance srbhr/resume-matcher
Next.js Performance Optimization Expert guidance for optimizing Next.js applications with focus on Core Web Vitals, modern patterns, and best practices. Overview This skill provides comprehensive guidance for optimizing Next.js applications. It covers Core Web Vitals optimization (LCP, INP, CLS), modern React patterns, Server Components, caching strategies, and bundle optimization techniques. Designed for developers already familiar with React/Next.js who want to implement production-grade optim...
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15035 code-review siviter-xyz/dot-agent
Code Review When to use this skill Reviewing pull requests Checking code quality Providing feedback on implementations Identifying potential bugs Suggesting improvements Security audits Performance analysis Instructions Step 1: Understand the context Read the PR description : What is the goal of this change? Which issues does it address? Are there any special considerations? Check the scope : How many files changed? What type of changes? (feature, bugfix, refactor) Are tests included? Step 2: Hi...
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15036 ccxt-csharp ccxt/ccxt
CCXT for C A comprehensive guide to using CCXT in C and .NET projects for cryptocurrency exchange integration. Installation Via NuGet Package Manager dotnet add package CCXT.NET Or via Visual Studio: Right-click project → Manage NuGet Packages Search for "CCXT.NET" Click Install Requirements .NET Standard 2.0 or higher .NET Core 2.0+ / .NET 5+ / .NET Framework 4.6.1+ Quick Start REST API using ccxt ; var exchange = new Binance ( ) ; await exchange . LoadMarkets ( ) ; var ticker = await exchange ...
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15037 appdeploy sickn33/antigravity-awesome-skills
AppDeploy Skill Deploy web apps to AppDeploy via HTTP API. When to Use This Skill Use when planning or building apps and web apps Use when deploying an app to a public URL Use when publishing a website or web app Use when the user says "deploy this", "make this live", or "give me a URL" Use when updating an already-deployed app Setup (First Time Only) Check for existing API key: Look for a .appdeploy file in the project root If it exists and contains a valid api_key , skip to Usage If no API key...
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15038 agent-tools inference-sh/agent-skills
inference.sh Run 150+ AI apps in the cloud with a simple CLI. No GPU required. Install CLI curl -fsSL https://cli.inference.sh | sh infsh login What does the installer do? The install script detects your OS and architecture, downloads the correct binary from dist.inference.sh , verifies its SHA-256 checksum, and places it in your PATH. That's it — no elevated permissions, no background processes, no telemetry. If you have cosign installed, the installer also verifies the Sigstore signature autom...
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15039 cloudflare-r2 ovachiever/droid-tings
Cloudflare R2 Object Storage Status: Production Ready ✅ Last Updated: 2026-01-20 Dependencies: cloudflare-worker-base (for Worker setup) Latest Versions: wrangler@4.59.2, @cloudflare/workers-types@4.20260109.0, aws4fetch@1.0.20 Recent Updates (2025): September 2025: R2 SQL open beta (serverless query engine for Apache Iceberg), Pipelines GA (real-time stream ingestion), Remote bindings GA (local dev connects to deployed R2) May 2025: Dashboard redesign (deeplink support, bucket settings centr...
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15040 domain-name-brainstormer davepoon/buildwithclaude
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...
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15041 skill-creator-ms sickn33/antigravity-awesome-skills
Skill Creator Guide for creating skills that extend AI agent capabilities, with emphasis on Azure SDKs and Microsoft Foundry. Required Context: When creating SDK or API skills, users MUST provide the SDK package name, documentation URL, or repository reference for the skill to be based on. About Skills Skills are modular knowledge packages that transform general-purpose agents into specialized experts: Procedural knowledge — Multi-step workflows for specific domains SDK expertise — API patterns,...
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15042 wiki-vitepress sickn33/antigravity-awesome-skills
Wiki VitePress Packager Transform generated wiki Markdown files into a polished VitePress static site with dark theme and interactive Mermaid diagrams. When to Activate User asks to "build a site" or "package as VitePress" User runs the /deep-wiki:build command User wants a browsable HTML output from generated wiki pages VitePress Scaffolding Generate the following structure in a wiki-site/ directory: wiki-site/ ├── .vitepress/ │ ├── config.mts │ └── theme/ │ ├── index.ts │ └── c...
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15043 rust-cli-agent-style pproenca/dot-skills
This skill teaches you to write Rust code in the style of the OpenAI Codex codebase - a production CLI/agent system with 50 crates and 787 Rust files. Key Characteristics - Edition 2024 with strict Clippy configuration - Zero unwrap/expect in non-test code (enforced at workspace level) - Tokio async runtime with proper Send + Sync bounds - thiserror for library errors, anyhow for application code - Flat workspace structure with centralized dependencies When to Apply Apply this skill wh...
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15044 modal-knowledge josiahsiegel/claude-plugin-marketplace
Modal Knowledge Skill Comprehensive Modal.com platform knowledge covering all features, pricing, and best practices. Activate this skill when users need detailed information about Modal's serverless cloud platform. Activation Triggers Activate this skill when users ask about: Modal.com platform features and capabilities GPU-accelerated Python functions Serverless container configuration Modal pricing and billing Modal CLI commands Web endpoints and APIs on Modal Scheduled/cron jobs on Modal ...
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15045 dialectic kyleamathews/hegelian-dialectic-skill
The Electric Monks — Dialectic Skill An artificial belief system for building deeper understanding through productive contradiction. Two subagent sessions — the Electric Monks — believe fully committed positions so you don't have to. A third (the orchestrator) performs structural analysis of their contradiction and generates a synthesis (Aufhebung) that transforms the question itself. The user orchestrates from a belief-free position, freed from the cognitive load of holding either position. Why...
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15046 dashboard-creator mhattingpete/claude-skills-marketplace
Dashboard Creator Create interactive HTML dashboards with KPI cards and charts. When to Use "Create dashboard for [metrics]" "Show KPI visualization" "Generate performance dashboard" "Make analytics dashboard with charts" Components KPI Cards : metric name, value, change %, trend icon Charts : bar/pie/line using SVG or CSS Progress Bars : completion indicators Data Tables : tabular data display HTML Structure <! DOCTYPE html > < html > < head > < title > [Project] Dashboard </ title > < style > ...
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15047 system danielmiessler/personal_ai_infrastructure
Customization Before executing, check for user customizations at: ~/.claude/skills/CORE/USER/SKILLCUSTOMIZATIONS/System/ If this directory exists, load and apply any PREFERENCES.md, configurations, or resources found there. These override default behavior. If the directory does not exist, proceed with skill defaults. System Skill System validation, integrity audits, documentation tracking, and security scanning for the PAI system. Visibility This skill runs in the foreground so you can see...
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15048 wechat-article-aggregator wwwzhouhui/skills_collection
微信公众号文章聚合器 通过 mptext.top API 批量获取指定公众号博主的最新文章，下载并解析为 Markdown/HTML/纯文本格式输出。 快速开始 获取单个公众号最新 2 篇文章： python scripts/fetch_articles.py --api-key YOUR_KEY --fakeids "MzkzNDQxOTU2MQ==" 获取多个公众号文章（逗号分隔 fakeid）： python scripts/fetch_articles.py --api-key YOUR_KEY --fakeids "MzkzNDQxOTU2MQ==,MjM5NDI4MTY3NA==" --limit 3 按公众号名称获取： python scripts/fetch_articles.py --api-key YOUR_KEY --fakeids "赛博禅心,饼干哥哥AGI" 获取所有预置公众号的文章： python scripts/fetch_articles.py --api-key YOUR_KEY --fakeids all --limit 2 依赖安装 pip ins...
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15049 atomic-design-templates thebushidocollective/han
Atomic Design: Templates Master the creation of templates - page-level layouts that define content structure without actual content. Templates establish the skeletal structure that pages will use. What Are Templates? Templates are the page-level objects that place components into a layout and articulate the design's underlying content structure. They are: Composed of organisms: Arrange organisms into page layouts Content-agnostic: Use placeholder content, not real data Structural: Define whe...
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15050 index-strategies josiahsiegel/claude-plugin-marketplace
Index Strategies Comprehensive guide to SQL Server index design and optimization. Quick Reference Index Types Type Description Best For Clustered Table data order Primary access path, range scans Nonclustered Separate structure Specific query patterns Columnstore Column-based storage Analytics, aggregations Filtered Partial index Well-known subsets Covering All columns needed Avoiding key lookups Clustered Index Guidelines Ideal Clustered Key: Narrow (small data type) Unique or mostly unique...
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