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Agent Skills 排行榜 · 关键词 + 语义搜索
| # | Skill | 仓库 | 描述 | 安装量 |
|---|---|---|---|---|
| 12101 | huashu-md-to-pdf | alchaincyf/huashu-skills |
Markdown to PDF Skill 将 Markdown 文档转换为专业的苹果设计风格 PDF 白皮书。 核心功能 专业排版 :书籍级排版质量,自动处理分页、孤行寡行 苹果设计 :SF 字体系统、现代简洁风格、专业配色 完整目录 :自动提取章节结构,双列布局,可点击跳转 Markdown 完美支持 :代码块、表格、引用、列表等全部正确渲染 使用方法 基础用法 转换单个文件 python scripts/convert.py input.md 指定输出文件名 python scripts/convert.py input.md -o "我的白皮书.pdf" 自定义标题和作者 python scripts/convert.py input.md --title "技术白皮书" --author "花叔" Markdown 文档要求 你的 Markdown 文档应该遵循以下结构: 文档标题 1. 第一章 1.1 第一节 1.2 第二节 2. 第二章 2.1 第一节 关键规则 : 主章节: 1. 标题 (数字 + 点 + 空格 + 标题) 子章节: 1.1 标题 ...
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| 12102 | capacitor-testing | cap-go/capgo-skills |
Testing Capacitor Applications Comprehensive testing strategies for Capacitor mobile apps. When to Use This Skill User wants to add tests User asks about testing strategies User needs E2E testing User wants to mock native plugins User needs CI testing setup Testing Pyramid /\ / \ E2E Tests (Few) /----\ - Real devices / \ - Full user flows /--------\ Integration Tests (Some) / \ - Component interactions /------------\ - API integration / \ U...
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| 12103 | api-design-principles | sickn33/agentic-awesome-skills |
API Design Principles Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers and stand the test of time. When to Use This Skill Designing new REST or GraphQL APIs Refactoring existing APIs for better usability Establishing API design standards for your team Reviewing API specifications before implementation Migrating between API paradigms (REST to GraphQL, etc.) Creating developer-friendly API documentation Optimizing APIs for ...
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| 12104 | svelte | vercel-labs/json-render |
@json-render/svelte Svelte 5 renderer that converts json-render specs into Svelte component trees. Quick Start <JsonUIProvider> <Renderer {spec} {registry} /> </JsonUIProvider> Creating a Catalog import { defineCatalog } from "@json-render/core" ; import { schema } from "@json-render/svelte" ; import { z } from "zod" ; export const catalog = defineCatalog ( schema , { components : { Button : { props : z . object ( { label : z . string ( ) , variant : z . enum ( [ "primary" , "secondary" ] ) . n...
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| 12105 | autonomous-agent-patterns | sickn33/agentic-awesome-skills |
🕹️ 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 Show more Installs 980 Repository sickn33/agentic…e-skills GitHub Stars 45.1K First Seen Jan 19, 2026 Se...
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| 12106 | playwright | mindrally/skills |
Playwright CLI Skill Drive a real browser from the terminal using playwright-cli . Prefer the bundled wrapper script so the CLI works even when it is not globally installed. Treat this skill as CLI-first automation. Do not pivot to @playwright/test unless the user explicitly asks for test files. Prerequisite check (required) Before proposing commands, check whether npx is available (the wrapper depends on it): command -v npx > /dev/null 2 > &1 If it is not available, pause and ask the user to in...
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| 12107 | create-agent | neolabhq/context-engineering-kit |
Build a Modular AI Agent with OpenRouter This skill helps you create a modular AI agent with: Standalone Agent Core - Runs independently, extensible via hooks OpenRouter SDK - Unified access to 300+ language models Optional Ink TUI - Beautiful terminal UI (separate from agent logic) Architecture ┌─────────────────────────────────────────────────────┐ │ Your Application │ ├─────────────────────────────────────────────────────┤ │ ┌─────────────┐ ┌─────────────┐...
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| 12108 | traffic-analysis | kostja94/marketing-skills |
Analytics: Traffic Guides website traffic analysis across all channels (organic, paid, social, referral, direct). Covers traffic source attribution, dark traffic identification, and multi-channel reporting. When invoking : On first use , if helpful, open with 1-2 sentences on what this skill covers and why it matters, then provide the main output. On subsequent use or when the user asks to skip, go directly to the main output. Scope Traffic sources : Organic, paid, social, referral, direct, emai...
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| 12109 | comfyui-video-pipeline | mckruz/comfyui-expert |
ComfyUI Video Pipeline Orchestrates video generation across three engines, selecting the best one based on requirements and available resources. Engine Selection VIDEO REQUEST | |-- Need film-level quality? | |-- Yes + 24GB+ VRAM → Wan 2.2 MoE 14B | |-- Yes + 8GB VRAM → Wan 2.2 1.3B | |-- Need long video (>10 seconds)? | |-- Yes → FramePack (60 seconds on 6GB) | |-- Need fast iteration? | |-- Yes → AnimateDiff Lightning (4-8 steps) | |-- Need camera/motion control? | |-- Yes → AnimateD...
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| 12110 | git-worktrees | neolabhq/context-engineering-kit |
Git Worktrees Overview Git worktrees enable checking out multiple branches simultaneously in separate directories, all sharing the same repository. Create a worktree instead of stashing changes or cloning separately. Core principle: One worktree per active branch. Switch contexts by changing directories, not branches. Core Concepts Concept Description Main worktree Original working directory from git clone or git init Linked worktree Additional directories created with git worktree add Shared .g...
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| 12111 | pyqt6-ui-development-rules | oimiragieo/agent-studio |
Pyqt6 Ui Development Rules Skill Create stunning, responsive user interfaces that rival the best web designs. Implement advanced PyQt6 features for smooth user experiences. Optimize performance and resource usage in GUI applications. Craft visually appealing interfaces with attention to color theory and layout. Ensure accessibility and cross-platform compatibility. Implement responsive designs that adapt to various screen sizes. Memory Protocol (MANDATORY) Before starting: cat .claude/context/...
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| 12112 | interior-design-visualization | eachlabs/skills |
Interior Design Visualization Transform and visualize interior spaces using each::sense. This skill takes photos of existing rooms and generates redesigned versions with different styles, furniture, colors, and layouts. Features Room Redesign : Transform existing rooms into completely new designs Style Transformation : Apply modern, minimalist, bohemian, industrial, and other styles Furniture Visualization : See how new furniture would look in your space Color Scheme Changes : Preview walls, acc...
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| 12113 | senior-prompt-engineer | davila7/claude-code-templates |
Senior Prompt Engineer World-class senior prompt engineer skill for production-grade AI/ML/Data systems. Quick Start Main Capabilities Core Tool 1 python scripts/prompt_optimizer.py --input data/ --output results/ Core Tool 2 python scripts/rag_evaluator.py --target project/ --analyze Core Tool 3 python scripts/agent_orchestrator.py --config config.yaml --deploy Show more Installs 904 Repository davila7/claude-…emplates GitHub Stars 30.0K First Seen Jan 20, 2026 Security Audits Gen Agent Trus...
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| 12114 | plotly | davila7/claude-code-templates |
Plotly Python graphing library for creating interactive, publication-quality visualizations with 40+ chart types. Quick Start Install Plotly: uv pip install plotly Basic usage with Plotly Express (high-level API): import plotly.express as px import pandas as pd df = pd.DataFrame({ 'x': [1, 2, 3, 4], 'y': [10, 11, 12, 13] }) fig = px.scatter(df, x='x', y='y', title='My First Plot') fig.show() Choosing Between APIs Use Plotly Express (px) For quick, standard visualizations with ...
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| 12115 | indexing | kostja94/marketing-skills |
SEO Technical: Indexing Guides indexing troubleshooting and fix actions. For how to find and diagnose issues in GSC, see google-search-console . When invoking : On first use , if helpful, open with 1–2 sentences on what this skill covers and why it matters, then provide the main output. On subsequent use or when the user asks to skip, go directly to the main output. Scope (Technical SEO) Fix actions : noindex, canonical, content quality, URL Inspection; verify robots.txt does not block (see robo...
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| 12116 | blog-page-generator | kostja94/marketing-skills |
Pages: Blog Guides blog page structure, SEO, and content marketing best practices. When invoking : On first use , if helpful, open with 1-2 sentences on what this skill covers and why it matters, then provide the main output. On subsequent use or when the user asks to skip, go directly to the main output. Initial Assessment Check for product marketing context first: If .claude/product-marketing-context.md or .cursor/product-marketing-context.md exists, read it for topics, audience, and keywords....
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| 12117 | attach-review-to-pr | neolabhq/context-engineering-kit |
How to Attach Line-Specific Review Comments to Pull Requests This guide explains how to add line-specific review comments to pull requests using the GitHub CLI ( gh ) API or mcp__github_inline_comment__create_inline_comment if it not available, similar to how the GitHub UI allows commenting on specific lines of code. Preferred Approach: Using MCP GitHub Tools If available , use the mcp__github_inline_comment__create_inline_comment MCP tool for posting line-specific inline comments on pull reques...
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| 12118 | database-architect | sickn33/agentic-awesome-skills |
You are a database architect specializing in designing scalable, performant, and maintainable data layers from the ground up. Use this skill when Selecting database technologies or storage patterns Designing schemas, partitions, or replication strategies Planning migrations or re-architecting data layers Do not use this skill when You only need query tuning You need application-level feature design only You cannot modify the data model or infrastructure Instructions Capture data domain, access p...
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| 12119 | propose-hypotheses | neolabhq/context-engineering-kit |
Propose Hypotheses Workflow Execute the First Principles Framework (FPF) cycle: generate competing hypotheses, verify logic, validate evidence, audit trust, and produce a decision. User Input Problem Statement: $ARGUMENTS Workflow Execution Step 1a: Create Directory Structure (Main Agent) Create .fpf/ directory structure if it does not exist: Show more
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| 12120 | create-hook | neolabhq/context-engineering-kit |
Contains Hooks This skill uses Claude hooks which can execute code automatically in response to events. Review carefully before installing. Create Hook Command Analyze the project, suggest practical hooks, and create them with proper testing. Your Task (/create-hook) Analyze environment - Detect tooling and existing hooks Suggest hooks - Based on your project configuration Configure hook - Ask targeted questions and create the script Test & validate - Ensure the hook works correctly Your Workflo...
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| 12121 | tdd-guide | alirezarezvani/claude-skills |
TDD Guide - Test Driven Development for Engineering Teams A comprehensive Test Driven Development skill that provides intelligent test generation, coverage analysis, framework integration, and TDD workflow guidance across multiple languages and testing frameworks. Capabilities Test Generation Generate Test Cases from Requirements: Convert user stories, API specs, and business requirements into executable test cases Create Test Stubs: Generate test function scaffolding with proper naming, impor...
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| 12122 | setup-arxiv-mcp | neolabhq/context-engineering-kit |
User Input: $ARGUMENTS Guide for setup arXiv MCP server via Docker MCP 1. Determine setup context Ask the user where they want to store the configuration: Options: Project level (shared via git) - Configuration tracked in version control, shared with team CLAUDE.md updates go to: ./CLAUDE.md Show more
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| 12123 | ux-design | mindrally/skills |
UX Design Best Practices You are an expert in UX design principles for software development. Apply these guidelines when designing or reviewing user experiences. User Research Conduct user interviews to understand needs and pain points Create user personas based on research data Map user journeys to identify opportunities Validate assumptions through usability testing Use analytics to inform design decisions Information Architecture Organize content logically to facilitate easy access Use clea...
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| 12124 | amazon-seller-analytics | nexscope-ai/amazon-skills |
Amazon Seller Analytics 📊 Analyze seller storefronts and reverse-engineer winning strategies. Competitive intelligence for Amazon success. Installation npx skills add nexscope-ai/Amazon-Skills --skill amazon-seller-analytics -g Capabilities Show more Installs 837 Repository nexscope-ai/ama…n-skills GitHub Stars 510 First Seen Mar 24, 2026 Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Pass
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| 12125 | liquidity-planner | uniswap/uniswap-ai |
Liquidity Position Planning Plan and generate deep links for creating liquidity positions on Uniswap v2, v3, and v4. Runtime Compatibility: This skill uses AskUserQuestion for interactive prompts. If AskUserQuestion is not available in your runtime, collect the same parameters through natural language conversation instead. Overview Plan liquidity positions by: Gathering LP intent (token pair, amount, version) Checking current pool price and liquidity Suggesting price ranges based on current pric...
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| 12126 | capacitor-deep-linking | cap-go/capgo-skills |
Deep Linking in Capacitor Implement deep links, universal links, and app links in Capacitor apps. When to Use This Skill User wants deep links User needs universal links User asks about URL schemes User wants to open app from links User needs share links Types of Deep Links Type Platform Format Requires Server Custom URL Scheme Both myapp://path No Universal Links iOS https://myapp.com/path Yes App Links Android https://myapp.com/path Yes Quick Start Install Plugin bun add @capacitor/app bunx ca...
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| 12127 | pagespeed-insights | enderpuentes/ai-agent-skills |
PageSpeed Insights Auditor Overview You are a PageSpeed Insights Auditor - an expert in web performance optimization who helps developers achieve excellent PageSpeed scores by identifying performance issues, avoiding bad practices, and implementing best practices based on Google's PageSpeed Insights guidelines. Core Principle : Guide developers to achieve scores of 90+ (Good) in Performance, Accessibility, Best Practices, and SEO categories, while ensuring Core Web Vitals metrics meet the "Good"...
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| 12128 | ios-android-logs | cap-go/capgo-skills |
iOS and Android Device Logs Complete guide to viewing and filtering device logs on iOS and Android. When to Use This Skill User needs to see device logs User is debugging crashes User wants to filter logs by app User needs real-time log streaming User asks "how to see logs" Quick Commands iOS - Stream logs from connected device xcrun devicectl device log stream --device < UUID > Show more Installs 565 Repository cap-go/capgo-skills GitHub Stars 58 First Seen Feb 6, 2026 Security Audits Gen Agen...
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| 12129 | game-architecture | playableintelligence/game-creator |
Game Architecture Patterns Reference knowledge for building well-structured browser games. These patterns apply to both Three.js (3D) and Phaser (2D) games. Reference Files For detailed reference, see companion files in this directory: system-patterns.md — Object pooling, delta-time normalization, resource disposal, wave/spawn systems, buff/powerup system, haptic feedback, asset management Core Principles Core Loop First : Implement the minimum gameplay loop before any polish. The order is: inpu...
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| 12130 | tradingview-reader | himself65/finance-skills |
TradingView Reader (Read-Only) Reads TradingView's desktop macOS app for quotes, options chains, and chart state via opencli and a CDP attach to the running TradingView.app process. Powered by the tradingview plugin in this repo's opencli-plugins/tradingview tree (a separate plugin from opencli's built-in adapters, installed via opencli's monorepo subpath syntax). This skill is read-only. Designed for analysis: pulling options chains, checking IV/greeks, capturing chart state. It does NOT place ...
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| 12131 | rabbitmq-development | mindrally/skills |
RabbitMQ Development You are an expert in RabbitMQ and AMQP (Advanced Message Queuing Protocol) development. Follow these best practices when building message queue-based applications. Core Principles RabbitMQ is a message broker that receives messages from publishers and routes them to consumers AMQP 0-9-1 is the most commonly used protocol - an application layer protocol transmitting data in binary format Design for reliability, scalability, and fault tolerance Leave NO todos, placeholders, or...
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| 12132 | python-code-quality | laurigates/claude-plugins |
Quick reference for Python code quality tools: ruff (linting & formatting), mypy (type checking). When This Skill Applies - Linting Python code - Code formatting - Type checking - Pre-commit hooks - CI/CD quality gates - Code style enforcement Quick Reference Ruff (Linter & Formatter) ``` Lint code uv run ruff check . Auto-fix issues uv run ruff check --fix . Format code uv run ruff format . Check and format uv run ruff check --fix . && uv run ruff format . Show specific ru...
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| 12133 | etsy-seo | nexscope-ai/ecommerce-skills |
Etsy SEO 🔍 Analyze and optimize Etsy listings for better search visibility. Installation npx skills add nexscope-ai/eCommerce-Skills --skill etsy-seo -g Features SEO Score — 0-100 comprehensive rating Title Optimization — Keyword placement, length analysis Tag Analysis — 13 tag optimization, long-tail suggestions Description Analysis — First 160 chars, keyword density Attribute Check — Completeness validation Keyword Research — Category-based suggestions Action Plan — Prioritized improvement roa...
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| 12134 | happyhorse-prompt-studio | modelstudioai/skills |
HappyHorse Prompt Studio A 4-phase guided skill that turns "I want to make a video" into a production-ready HappyHorse prompt — starting from inspiration, not from a blank page. Overview This skill guides the Agent through a structured conversation: Phase 1 · 灵感菜单 (Inspiration) → "Here's what's possible" Phase 2 · 需求发现 (Discovery) → "What do YOU want to make?" Phase 3 · Prompt 组装 (Assembly) → "Let me build it for you" Phase 4 · 质量检查 (Quality Check) → "Here's your prompt — want to...
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| 12135 | ai-product | sickn33/agentic-awesome-skills |
AI Product Development Every product will be AI-powered. The question is whether you'll build it right or ship a demo that falls apart in production. This skill covers LLM integration patterns, RAG architecture, prompt engineering that scales, AI UX that users trust, and cost optimization that doesn't bankrupt you. Principles Show more Installs 972 Repository sickn33/agentic…e-skills GitHub Stars 45.0K First Seen Jan 19, 2026 Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Pass
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| 12136 | computer-use-agents | sickn33/agentic-awesome-skills |
Computer Use Agents Build AI agents that interact with computers like humans do - viewing screens, moving cursors, clicking buttons, and typing text. Covers Anthropic's Computer Use, OpenAI's Operator/CUA, and open-source alternatives. Critical focus on sandboxing, security, and handling the unique challenges of vision-based control. Patterns Perception-Reasoning-Action Loop The fundamental architecture of computer use agents: observe screen, reason about next action, execute action, repeat. Thi...
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| 12137 | setup-codemap-cli | neolabhq/context-engineering-kit |
User Input: $ARGUMENTS Guide for setup Codemap CLI 1. Determine setup context Ask the user where they want to store the configuration: Options: Project level (shared via git) - Configuration tracked in version control, shared with team CLAUDE.md updates go to: ./CLAUDE.md Hook settings go to: ./.claude/settings.json Show more
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| 12138 | qiaomu-opencli-oneshot | joeseesun/qiaomu-opencli-skills |
CLI-ONESHOT — 单点快速 CLI 生成 给一个 URL + 一句话描述,4 步生成一个 CLI 命令。 完整探索式开发请看 opencli-explorer skill 。 输入 项目 示例 URL https://x.com/jakevin7/lists Goal 获取我的 Twitter Lists 流程 Step 1: 打开页面 + 抓包 Show more Installs 422 Repository joeseesun/qiaom…i-skills GitHub Stars 979 First Seen Apr 9, 2026 Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Fail
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| 12139 | comet | rpamis/comet |
Comet Entry /comet only selects an entry. It does not contain either workflow's execution method. Once this Skill is loaded, treat the /comet entry as selected. Immediately perform the entry resolution below; do not re-evaluate whether the task is suitable for Comet, and do not merely explain why it will not be used. Run the Comet CLI installed on PATH in the current project: comet workflow resolve . --activate --json If project config is missing, this snapshots global defaults and creates proje...
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| 12140 | codex-theme-creator | codexthemes/skills |
Create a Codex theme Create a reversible decorative theme without modifying app.asar , the signed app bundle, WindowsApps, user tasks, or authentication data. Preserve native layout and interaction behavior unless the chosen layout mode explicitly permits a bounded composition change. Authority boundary Use this skill as the sole design and QA authority for a new Codex theme. Do not read, copy, or combine another installed theme skill, finished theme manifest, finished theme CSS, or local theme ...
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| 12141 | financial-analyst | alirezarezvani/claude-skills |
Financial Analyst Skill Overview Production-ready financial analysis toolkit providing ratio analysis, DCF valuation, budget variance analysis, and rolling forecast construction. Designed for financial modeling, forecasting & budgeting, management reporting, business performance analysis, and investment analysis. 5-Phase Workflow Phase 1: Scoping Define analysis objectives and stakeholder requirements Identify data sources and time periods Establish materiality thresholds and accuracy targets Se...
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| 12142 | create-command | neolabhq/context-engineering-kit |
Contains Shell Commands This skill contains shell command directives ( !`command` ) that may execute system commands. Review carefully before installing. Command Creator Assistant This meta-command helps create other commands by: Understanding the command's purpose Determining its category and pattern Choosing command location (project vs user) Generating the command file Creating supporting resources Updating documentation Show more
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| 12143 | pi-history-ingest | ar9av/obsidian-wiki |
Pi History Ingest — Session Mining You are extracting knowledge from the user's Pi coding agent sessions and distilling it into the Obsidian wiki. Pi sessions are stored as structured JSONL with a tree layout — your job is to follow the active branch, extract durable knowledge, and compile it. This skill can be invoked directly or via the wiki-history-ingest router ( /wiki-history-ingest pi ). Before You Start Resolve config — follow the Config Resolution Protocol in llm-wiki/SKILL.md (walk up C...
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| 12144 | amazon-niche-finder | nexscope-ai/amazon-skills |
Amazon Niche Finder 🎯 Discover profitable niches with high demand but manageable competition. Find your blue ocean opportunities. Installation npx skills add nexscope-ai/Amazon-Skills --skill amazon-niche-finder -g Capabilities Show more Installs 823 Repository nexscope-ai/ama…n-skills GitHub Stars 510 First Seen Mar 24, 2026 Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Pass
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| 12145 | ecommerce-competitor-analysis | nexscope-ai/ecommerce-skills |
E-commerce Competitor Analysis 🔍 Comprehensive cross-platform competitor intelligence. Analyze strategies, positioning, and performance across all channels. Installation npx skills add nexscope-ai/eCommerce-Skills --skill ecommerce-competitor-analysis -g Usage Examples Multi-platform competitor assessment: "Analyze my top 3 competitors across Amazon, Shopify, and social commerce - where are they strongest?" Show more Installs 972 Repository nexscope-ai/eco…e-skills GitHub Stars 822 First Seen Ma...
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| 12146 | load-issues | neolabhq/context-engineering-kit |
Load all open issues from the current GitHub repository and save them as markdown files in the ./specs/issues/ directory. Follow these steps: Use the gh CLI to list all open issues in the current repository: Run gh issue list --limit 100 to get all open issues For each open issue, fetch detailed information: Run gh issue view <number> --json number,title,body,state,createdAt,updatedAt,author,labels,assignees,url Extract all relevant metadata Create the issues directory: Run mkdir -p ./specs/issu...
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| 12147 | build-mcp | neolabhq/context-engineering-kit |
MCP Server Development Guide Overview To create high-quality MCP (Model Context Protocol) servers that enable LLMs to effectively interact with external services, use this skill. An MCP server provides tools that allow LLMs to access external services and APIs. The quality of an MCP server is measured by how well it enables LLMs to accomplish real-world tasks using the tools provided. Process 🚀 High-Level Workflow Creating a high-quality MCP server involves four main phases: Phase 1: Deep Resear...
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| 12148 | swap-planner | uniswap/uniswap-ai |
Swap Planning Plan and generate deep links for token swaps on Uniswap across all supported chains. Runtime Compatibility: This skill uses AskUserQuestion for interactive prompts. If AskUserQuestion is not available in your runtime, collect the same parameters through natural language conversation instead. Overview Plan token swaps by: Gathering swap intent (tokens, amounts, chain) Verifying token contracts on-chain Researching tokens via web search when needed Generating a deep link that opens i...
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| 12149 | recharts | andy-spike/skills |
Recharts React charting library built on top of D3 for composable, declarative data visualization. Quick Start 1. Install Recharts npm install recharts 2. Basic Chart Structure All Recharts charts follow the same pattern: import { LineChart , Line , XAxis , YAxis , CartesianGrid , Tooltip , Legend , ResponsiveContainer } from 'recharts' ; Show more Installs 954 Repository andy-spike/skills GitHub Stars 1 First Seen Feb 17, 2026 Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Pass
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| 12150 | docker | mindrally/skills |
Docker Core Principles Multi-stage builds always — Separate build and runtime stages. Build in the SDK image, run in the ASP.NET runtime image. Non-root by default — .NET container images support USER app by default since .NET 8. Never run as root in production. Layer caching matters — Copy .csproj files and restore before copying source code. This caches NuGet dependencies across builds. Health probes at the orchestrator level — Expose a /health/live endpoint and let Kubernetes/Compose probe it...
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