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# Skill 仓库 描述 安装量
1751 competitive-landscape wshobson/agents
Competitive Landscape Analysis Comprehensive frameworks for analyzing competition, identifying differentiation opportunities, and developing winning market positioning strategies. Overview Understand competitive dynamics using proven frameworks (Porter's Five Forces, Blue Ocean Strategy, positioning maps) to identify opportunities and craft defensible competitive advantages. Porter's Five Forces Analyze industry attractiveness and competitive intensity. Force 1: Threat of New Entrants Bar...
 9.1K
1752 risk-metrics-calculation wshobson/agents
Risk Metrics Calculation Comprehensive risk measurement toolkit for portfolio management, including Value at Risk, Expected Shortfall, and drawdown analysis. When to Use This Skill Measuring portfolio risk Implementing risk limits Building risk dashboards Calculating risk-adjusted returns Setting position sizes Regulatory reporting Core Concepts 1. Risk Metric Categories Category Metrics Use Case Volatility Std Dev, Beta General risk Tail Risk VaR, CVaR Extreme losses Drawdown Max DD, Calmar C...
 9.1K
1753 breakdown-epic-pm github/awesome-copilot
Epic Product Requirements Document (PRD) Prompt Goal Act as an expert Product Manager for a large-scale SaaS platform. Your primary responsibility is to translate high-level ideas into detailed Epic-level Product Requirements Documents (PRDs). These PRDs will serve as the single source of truth for the engineering team and will be used to generate a comprehensive technical architecture specification for the epic. Review the user's request for a new epic and generate a thorough PRD. If you don't ...
 9.1K
1754 okx-cex-trade okx/agent-skills
OKX CEX Trading CLI Spot, perpetual swap, delivery futures, and options order management on OKX exchange. Place, cancel, amend, and monitor orders; query option chains and Greeks; set take-profit/stop-loss and trailing stops; manage leverage and positions. Requires API credentials. Prerequisites Install okx CLI: npm install -g @okx_ai/okx-trade-cli Configure credentials: okx config init Or set environment variables: export OKX_API_KEY = your_key export OKX_SECRET_KEY = your_secret export OKX_PAS...
 9.1K
1755 ml-pipeline-workflow wshobson/agents
ML Pipeline Workflow Complete end-to-end MLOps pipeline orchestration from data preparation through model deployment. Overview This skill provides comprehensive guidance for building production ML pipelines that handle the full lifecycle: data ingestion → preparation → training → validation → deployment → monitoring. When to Use This Skill Building new ML pipelines from scratch Designing workflow orchestration for ML systems Implementing data → model → deployment automation Setting up reprod...
 9.1K
1756 angular-migration wshobson/agents
Angular Migration Master AngularJS to Angular migration, including hybrid apps, component conversion, dependency injection changes, and routing migration. When to Use This Skill Migrating AngularJS (1.x) applications to Angular (2+) Running hybrid AngularJS/Angular applications Converting directives to components Modernizing dependency injection Migrating routing systems Updating to latest Angular versions Implementing Angular best practices Migration Strategies 1. Big Bang (Complete Rewrite) ...
 9.1K
1757 strategic-compact affaan-m/ecc
Strategic Compact Skill Suggests manual /compact at strategic points in your workflow rather than relying on arbitrary auto-compaction. When to Activate Running long sessions that approach context limits (200K+ tokens) Working on multi-phase tasks (research → plan → implement → test) Switching between unrelated tasks within the same session After completing a major milestone and starting new work When responses slow down or become less coherent (context pressure) Why Strategic Compaction? Auto-c...
 9.1K
1758 event-store-design wshobson/agents
Event Store Design Comprehensive guide to designing event stores for event-sourced applications. When to Use This Skill Designing event sourcing infrastructure Choosing between event store technologies Implementing custom event stores Optimizing event storage and retrieval Setting up event store schemas Planning for event store scaling Core Concepts 1. Event Store Architecture ┌─────────────────────────────────────────────────────┐ │ Event Store │ ├──────...
 9.1K
1759 python-resource-management wshobson/agents
Python Resource Management Manage resources deterministically using context managers. Resources like database connections, file handles, and network sockets should be released reliably, even when exceptions occur. When to Use This Skill Managing database connections and connection pools Working with file handles and I/O Implementing custom context managers Building streaming responses with state Handling nested resource cleanup Creating async context managers Core Concepts 1. Context Managers Th...
 9.1K
1760 agent-browser inferen-sh/skills
Browser Automation with agent-browser The CLI uses Chrome/Chromium via CDP directly. Install via npm i -g agent-browser , brew install agent-browser , or cargo install agent-browser . Run agent-browser install to download Chrome. Core Workflow Every browser automation follows this pattern: Navigate : agent-browser open <url> Snapshot : agent-browser snapshot -i (get element refs like @e1 , @e2 ) Interact : Use refs to click, fill, select Re-snapshot : After navigation or DOM changes, get fresh r...
 9K
1761 python-executor inferen-sh/skills
Install the belt CLI skill: npx skills add belt-sh/cli Python Code Executor Execute Python code in a safe, sandboxed environment with 100+ pre-installed libraries. Quick Start Requires inference.sh CLI ( belt ). Install instructions belt login Show more Installs 35.4K Repository skills-101/superpowers GitHub Stars 7 First Seen 14 days ago Security Audits Gen Agent Trust Hub Pass Socket Warn Snyk Warn
 9K
1762 create-github-pull-request-from-specification github/awesome-copilot
Create GitHub Pull Request from Specification Create GitHub Pull Request for the specification at ${workspaceFolder}/.github/pull_request_template.md . Process Analyze specification file template from '${workspaceFolder}/.github/pull_request_template.md' to extract requirements by 'search' tool. Create pull request draft template by using 'create_pull_request' tool on to ${input:targetBranch} . and make sure don't have any pull request of current branch was exist get_pull_request . If has contin...
 9K
1763 make-skill-template github/awesome-copilot
Make Skill Template A meta-skill for creating new Agent Skills. Use this skill when you need to scaffold a new skill folder, generate a SKILL.md file, or help users understand the Agent Skills specification. When to Use This Skill User asks to "create a skill", "make a new skill", or "scaffold a skill" User wants to add a specialized capability to their GitHub Copilot setup User needs help structuring a skill with bundled resources User wants to duplicate this template as a starting point Prer...
 9K
1764 okx-onchain-gateway okx/onchainos-skills
OKX Onchain Gateway CLI 6 commands for gas estimation, transaction simulation, broadcasting, and order tracking. Pre-flight Checks Every time before running any onchainos command, always follow these steps in order. Do not echo routine command output to the user; only provide a brief status update when installing, updating, or handling a failure. Confirm installed : Run which onchainos . If not found, install it: curl -sSL https://raw.githubusercontent.com/okx/onchainos-skills/main/install.sh | ...
 9K
1765 snowflake-semanticview github/awesome-copilot
Snowflake Semantic Views One-Time Setup Verify Snowflake CLI installation by opening a new terminal and running snow --help. If Snowflake CLI is missing or the user cannot install it, direct them to https://docs.snowflake.com/en/developer-guide/snowflake-cli/installation/installation. Configure a Snowflake connection with snow connection add per https://docs.snowflake.com/en/developer-guide/snowflake-cli/connecting/configure-connectionsadd-a-connection. Use the configured connection for all vali...
 9K
1766 arch-linux-triage github/awesome-copilot
Arch Linux Triage You are an Arch Linux expert. Diagnose and resolve the user’s issue using Arch-appropriate tooling and practices. Inputs ${input:ArchSnapshot} (optional) ${input:ProblemSummary} ${input:Constraints} (optional) Instructions Confirm recent updates and environment assumptions. Provide a step-by-step triage plan using systemctl , journalctl , and pacman . Offer remediation steps with copy-paste-ready commands. Include verification commands after each major change. Address kernel up...
 9K
1767 vscode-ext-commands github/awesome-copilot
VS Code extension command contribution This skill helps you to contribute commands in VS Code extensions When to use this skill Use this skill when you need to: Add or update commands to your VS Code extension Instructions VS Code commands must always define a title, independent of its category, visibility or location. We use a few patterns for each "kind" of command, with some characteristics, described below: Regular commands: By default, all commands should be accessible in the Command ...
 9K
1768 microsoft-skill-creator github/awesome-copilot
Microsoft Skill Creator Create hybrid skills for Microsoft technologies that store essential knowledge locally while enabling dynamic Learn MCP lookups for deeper details. About Skills Skills are modular packages that extend agent capabilities with specialized knowledge and workflows. A skill transforms a general-purpose agent into a specialized one for a specific domain. Skill Structure skill-name/ ├── SKILL.md (required) Frontmatter (name, description) + instructions ├── references/ ...
 9K
1769 power-bi-dax-optimization github/awesome-copilot
Power BI DAX Formula Optimizer You are a Power BI DAX expert specializing in formula optimization. Your goal is to analyze, optimize, and improve DAX formulas for better performance, readability, and maintainability. Analysis Framework When provided with a DAX formula, perform this comprehensive analysis: 1. Performance Analysis Identify expensive operations and calculation patterns Look for repeated expressions that can be stored in variables Check for inefficient context transitions Assess fil...
 9K
1770 technology-stack-blueprint-generator github/awesome-copilot
Comprehensive Technology Stack Blueprint Generator Configuration Variables ${PROJECT_TYPE="Auto-detect|.NET|Java|JavaScript|React.js|React Native|Angular|Python|Other"} ${DEPTH_LEVEL="Basic|Standard|Comprehensive|Implementation-Ready"} ${INCLUDE_VERSIONS=true|false} ${INCLUDE_LICENSES=true|false} ${INCLUDE_DIAGRAMS=true|false} ${INCLUDE_USAGE_PATTERNS=true|false} ${INCLUDE_CONVENTIONS=true|false} ${OUTPUT_FORMAT="Markdown|JSON|YAML|HTML"} ${CATEGORIZATION="Technology Type|Layer|Purpose"}...
 9K
1771 aspire github/awesome-copilot
Aspire — Polyglot Distributed-App Orchestration Aspire is a code-first, polyglot toolchain for building observable, production-ready distributed applications. It orchestrates containers, executables, and cloud resources from a single AppHost project — regardless of whether the workloads are C, Python, JavaScript/TypeScript, Go, Java, Rust, Bun, Deno, or PowerShell. Mental model: The AppHost is a conductor — it doesn't play the instruments, it tells every service when to start, how to find each o...
 9K
1772 remember-interactive-programming github/awesome-copilot
No SKILL.md available for this skill. View on GitHub
 9K
1773 incident-runbook-templates wshobson/agents
Incident Runbook Templates Production-ready templates for incident response runbooks covering detection, triage, mitigation, resolution, and communication. When to Use This Skill Creating incident response procedures Building service-specific runbooks Establishing escalation paths Documenting recovery procedures Responding to active incidents Onboarding on-call engineers Core Concepts 1. Incident Severity Levels Severity Impact Response Time Example SEV1 Complete outage, data loss 15 min Produ...
 9K
1774 web3-testing wshobson/agents
Web3 Smart Contract Testing Master comprehensive testing strategies for smart contracts using Hardhat, Foundry, and advanced testing patterns. When to Use This Skill Writing unit tests for smart contracts Setting up integration test suites Performing gas optimization testing Fuzzing for edge cases Forking mainnet for realistic testing Automating test coverage reporting Verifying contracts on Etherscan Hardhat Testing Setup // hardhat.config.js require("@nomicfoundation/hardhat-toolbox"); requi...
 9K
1775 fluentui-blazor github/awesome-copilot
Fluent UI Blazor — Consumer Usage Guide This skill teaches how to correctly use the Microsoft.FluentUI.AspNetCore.Components (version 4) NuGet package in Blazor applications. Critical Rules 1. No manual <script> or <link> tags needed The library auto-loads all CSS and JS via Blazor's static web assets and JS initializers. Never tell users to add <script> or <link> tags for the core library. 2. Providers are mandatory for service-based components These provider components MUST be added to the roo...
 9K
1776 pdf-converter tanis90/pdf-converter-mineru
Document to Markdown Convert PDF, images, Office docs, and more to clean Markdown using the MinerU Open API CLI. No API key needed for basic use. Language Rule Reply to the user in the SAME language they use. This is non-negotiable. Core Workflow Extraction is often just the first step. The typical flow is: Extract — Use mineru-open-api to convert the document to Markdown Read & Process — Help the user with what they actually need MinerU outputs raw Markdown — it doesn't interpret or restructure...
 9K
1777 go-mcp-server-generator github/awesome-copilot
Go MCP Server Project Generator Generate a complete, production-ready Model Context Protocol (MCP) server project in Go. Project Requirements You will create a Go MCP server with: Project Structure : Proper Go module layout Dependencies : Official MCP SDK and necessary packages Server Setup : Configured MCP server with transports Tools : At least 2-3 useful tools with typed inputs/outputs Error Handling : Proper error handling and context usage Documentation : README with setup and usage instruc...
 9K
1778 nx-workspace-patterns wshobson/agents
Nx Workspace Patterns Production patterns for Nx monorepo management. When to Use This Skill Setting up new Nx workspaces Configuring project boundaries Optimizing CI with affected commands Implementing remote caching Managing dependencies between projects Migrating to Nx Core Concepts 1. Nx Architecture workspace/ ├── apps/ Deployable applications │ ├── web/ │ └── api/ ├── libs/ Shared libraries │ ├── shared/ │ │ ├── ui/ │ │ └── utils/ │ └── feature...
 9K
1779 workflow-patterns wshobson/agents
Workflow Patterns Guide for implementing tasks using Conductor's TDD workflow, managing phase checkpoints, handling git commits, and executing the verification protocol that ensures quality throughout implementation. When to Use This Skill Implementing tasks from a track's plan.md Following TDD red-green-refactor cycle Completing phase checkpoints Managing git commits and notes Understanding quality assurance gates Handling verification protocols Recording progress in plan files TDD Task Lifec...
 9K
1780 create-technical-spike github/awesome-copilot
No SKILL.md available for this skill. View on GitHub
 9K
1781 hybrid-search-implementation wshobson/agents
Hybrid Search Implementation Patterns for combining vector similarity and keyword-based search. When to Use This Skill Building RAG systems with improved recall Combining semantic understanding with exact matching Handling queries with specific terms (names, codes) Improving search for domain-specific vocabulary When pure vector search misses keyword matches Core Concepts 1. Hybrid Search Architecture Query → ┬─► Vector Search ──► Candidates ─┐ │ │ ...
 9K
1782 shopify-custom-data shopify/shopify-ai-toolkit
Required Tool Calls (do not skip) You have a bash tool. Every response must use it — in this order: Call bash with node scripts/search_docs.mjs "<operation or type name>" — search before writing code Write the code using the search results Call bash with node scripts/validate.mjs --code '...' --model YOUR_MODEL_NAME --client-name YOUR_CLIENT_NAME --client-version YOUR_CLIENT_VERSION --artifact-id YOUR_ARTIFACT_ID --revision REVISION_NUMBER — validate before returning (Always include these flags....
 9K
1783 binary-analysis-patterns wshobson/agents
Binary Analysis Patterns Comprehensive patterns and techniques for analyzing compiled binaries, understanding assembly code, and reconstructing program logic. Disassembly Fundamentals x86-64 Instruction Patterns Function Prologue/Epilogue ; Standard prologue push rbp ; Save base pointer mov rbp, rsp ; Set up stack frame sub rsp, 0x20 ; Allocate local variables ; Leaf function (no calls) ; May skip frame pointer setup sub rsp, 0x18 ; Just allocate locals ; Standard e...
 9K
1784 database-migrations affaan-m/ecc
Database Migration Patterns Safe, reversible database schema changes for production systems. When to Activate Creating or altering database tables Adding/removing columns or indexes Running data migrations (backfill, transform) Planning zero-downtime schema changes Setting up migration tooling for a new project Core Principles Every change is a migration — never alter production databases manually Migrations are forward-only in production — rollbacks use new forward migrations Schema and data mi...
 9K
1785 liquid-glass-design affaan-m/ecc
Liquid Glass Design System (iOS 26) Patterns for implementing Apple's Liquid Glass — a dynamic material that blurs content behind it, reflects color and light from surrounding content, and reacts to touch and pointer interactions. Covers SwiftUI, UIKit, and WidgetKit integration. When to Activate Building or updating apps for iOS 26+ with the new design language Implementing glass-style buttons, cards, toolbars, or containers Creating morphing transitions between glass elements Applying Liquid G...
 9K
1786 cad earthtojake/text-to-cad
CAD generation, inspection, and validation Purpose Create or modify parametric CAD models from natural-language requirements, generate validated STEP/STP artifacts, inspect geometry references, and return checked outputs. Treat STEP as the primary CAD artifact. Treat DXF, STL, 3MF, and native GLB as secondary workflows that branch from, or accompany, a STEP-first process. For assemblies, prefer source-level build123d joints and named mating datums when the parts have functional assembly relation...
 9K
1787 multi-cloud-architecture wshobson/agents
Multi-Cloud Architecture Decision framework and patterns for architecting applications across AWS, Azure, and GCP. Purpose Design cloud-agnostic architectures and make informed decisions about service selection across cloud providers. When to Use Design multi-cloud strategies Migrate between cloud providers Select cloud services for specific workloads Implement cloud-agnostic architectures Optimize costs across providers Cloud Service Comparison Compute Services AWS Azure GCP Use Case EC2 Vi...
 9K
1788 heroui-native heroui-inc/heroui
HeroUI Native Development Guide HeroUI Native is a component library built on Uniwind (Tailwind CSS for React Native) and React Native, providing accessible, customizable UI components for mobile applications. CRITICAL: Native Only - Do Not Use Web Patterns This guide is for HeroUI Native ONLY. Do NOT use any prior knowledge of HeroUI React (web) patterns. What Changed in Native Feature React (Web) Native (Mobile) Styling Tailwind CSS v4 Uniwind (Tailwind for React Native) Colors oklch forma...
 9K
1789 next-cache-components-optimizer vercel/next.js
No SKILL.md available for this skill. View on GitHub Installs 583 Repository vercel/next.js GitHub Stars 140.2K First Seen May 25, 2026
 9K
1790 chat-ui inferen-sh/skills
Chat UI Components Chat building blocks from ui.inference.sh . Quick Start Install chat components npx shadcn@latest add https://ui.inference.sh/r/chat.json Components Chat Container import { ChatContainer } from "@/registry/blocks/chat/chat-container" < ChatContainer > { /* messages go here */ } </ ChatContainer > Messages import { ChatMessage } from "@/registry/blocks/chat/chat-message" < ChatMessage role = " user " content = " Hello, how can you help me? " /> < ChatMessage role = " assistant...
 8.9K
1791 python-sdk inferen-sh/skills
Python SDK Build AI applications with the inference.sh Python SDK. Quick Start pip install inferencesh from inferencesh import inference client = inference ( api_key = "inf_your_key" ) Run an AI app result = client . run ( { "app" : "infsh/flux-1-dev" , "input" : { "prompt" : "A sunset over mountains" } } ) print ( result [ "output" ] ) Installation Standard installation pip install inferencesh With async support pip install inferencesh [ async ] Requirements: Python 3.8+ Authentication impor...
 8.9K
1792 javascript-sdk inferen-sh/skills
JavaScript SDK Build AI applications with the inference.sh JavaScript/TypeScript SDK. Quick Start npm install @inferencesh/sdk import { inference } from '@inferencesh/sdk' ; const client = inference ( { apiKey : 'inf_your_key' } ) ; // Run an AI app const result = await client . run ( { app : 'infsh/flux-schnell' , input : { prompt : 'A sunset over mountains' } } ) ; console . log ( result . output ) ; Installation npm install @inferencesh/sdk or yarn add @inferencesh/sdk or pnpm add @inferenc...
 8.9K
1793 widgets-ui inferen-sh/skills
Widget Renderer Declarative UI from JSON via ui.inference.sh . Quick Start npx shadcn@latest add https://ui.inference.sh/r/widgets.json Basic Usage import { WidgetRenderer } from "@/registry/blocks/widgets/widget-renderer" import type { Widget , WidgetAction } from "@/registry/blocks/widgets/types" const widget : Widget = { type : 'ui' , title : 'My Widget' , children : [ { type : 'text' , value : 'Hello World' } , { type : 'button' , label : 'Click me' , onClickAction : { type : 'click' } } , ]...
 8.9K
1794 agent-ui inferen-sh/skills
Agent Component Batteries-included agent component from ui.inference.sh . Quick Start Install the agent component npx shadcn@latest add https://ui.inference.sh/r/agent.json Add the SDK for the proxy route npm install @inferencesh/sdk Setup 1. API Proxy Route (Next.js) // app/api/inference/proxy/route.ts import { route } from '@inferencesh/sdk/proxy/nextjs' ; export const { GET , POST , PUT } = route ; 2. Environment Variable .env.local INFERENCE_API_KEY = inf_ .. . 3. Use the Component import...
 8.9K
1795 tools-ui inferen-sh/skills
Tool UI Components Tool lifecycle components from ui.inference.sh . Quick Start npx shadcn@latest add https://ui.inference.sh/r/tools.json Tool States State Description pending Tool call requested, waiting to execute running Tool is currently executing approval Requires human approval before execution success Tool completed successfully error Tool execution failed Components Tool Call Display import { ToolCall } from "@/registry/blocks/tools/tool-call" < ToolCall name = " search_web " args = { {...
 8.9K
1796 emblem-portfolio-tracker emblemcompany/agent-skills
Emblem Portfolio Tracker Cross-chain crypto portfolio monitoring powered by EmblemAI . Aggregated balances with USD values across Solana, Ethereum, Base, BSC, Polygon, Hedera, and Bitcoin. Conditional trade P&L tracking and DeFi position viewing via Nansen. Requires : npm install -g @emblemvault/agentwallet What This Skill Can Do Capability Tools Used Wallet addresses (all chains) wallet Solana balances + USD values solanaBalances Ethereum balances + USD values ethGetBalances Base balances + USD...
 8.9K
1797 breakdown-epic-arch github/awesome-copilot
Epic Architecture Specification Prompt Goal Act as a Senior Software Architect. Your task is to take an Epic PRD and create a high-level technical architecture specification. This document will guide the development of the epic, outlining the major components, features, and technical enablers required. Context Considerations The Epic PRD from the Product Manager. Domain-driven architecture pattern for modular, scalable applications. Self-hosted and SaaS deployment requirements. Docker containeri...
 8.9K
1798 finalize-agent-prompt github/awesome-copilot
Finalize Agent Prompt Current Role You are an AI agent who knows what works best for the prompt files you have seen and the feedback you have received. Apply that experience to refine the current prompt so it aligns with proven best practices. Requirements A prompt file must be provided. If none accompanies the request, ask for the file before proceeding. Maintain the prompt’s front matter, encoding, and markdown structure while making improvements. Goal Read the prompt file carefully and refine...
 8.9K
1799 copilot-instructions-blueprint-generator github/awesome-copilot
Copilot Instructions Blueprint Generator Configuration Variables ${PROJECT_TYPE="Auto-detect|.NET|Java|JavaScript|TypeScript|React|Angular|Python|Multiple|Other"} ${ARCHITECTURE_STYLE="Layered|Microservices|Monolithic|Domain-Driven|Event-Driven|Serverless|Mixed"} ${CODE_QUALITY_FOCUS="Maintainability|Performance|Security|Accessibility|Testability|All"} ${DOCUMENTATION_LEVEL="Minimal|Standard|Comprehensive"} ${TESTING_REQUIREMENTS="Unit|Integration|E2E|TDD|BDD|All"} ${VERSIONING="Semantic|Ca...
 8.9K
1800 convert-plaintext-to-md github/awesome-copilot
Convert Plaintext Documentation to Markdown Current Role You are an expert technical documentation specialist who converts plain text or generic text-based documentation files to properly formatted markdown. Conversion Methods You can perform conversions using one of three approaches: From explicit instructions : Follow specific conversion instructions provided with the request. From documented options : If a documented option/procedure is passed, follow those established conversion rules. From ...
 8.9K