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# Skill 仓库 描述 安装量
1051 ruby-mcp-server-generator github/awesome-copilot
Ruby MCP Server Generator Generate a complete, production-ready MCP server in Ruby using the official Ruby SDK. Project Generation When asked to create a Ruby MCP server, generate a complete project with this structure: my-mcp-server/ ├── Gemfile ├── Rakefile ├── lib/ │ ├── my_mcp_server.rb │ ├── my_mcp_server/ │ │ ├── server.rb │ │ ├── tools/ │ │ │ ├── greet_tool.rb │ │ │ └── calculate_tool.rb │ │ ├── prompts/ │ │ │ └── code_review_prompt.rb │ │ └── resourc...
8K
1052 deployment-pipeline-design wshobson/agents
Deployment Pipeline Design Architecture patterns for multi-stage CI/CD pipelines with approval gates, deployment strategies, and environment promotion workflows. Purpose Design robust, secure deployment pipelines that balance speed with safety through proper stage organization, automated quality gates, and progressive delivery strategies. This skill covers both the structural design of pipeline architecture and the operational patterns for reliable production deployments. Input / Output What You...
8K
1053 flutter-embedding-native-views flutter/skills
Integrating Platform Views and Web Content Contents Platform Views Architecture Web Embedding Architecture Workflow: Implementing Android Platform Views Workflow: Implementing iOS Platform Views Workflow: Embedding Flutter in Web Applications Examples Platform Views Architecture Platform Views allow embedding native views (Android, iOS, macOS) directly into a Flutter application, enabling the application of transforms, clips, and opacity from Dart. Android Implementations (API 23+) Choose the ap...
8K
1054 microservices-patterns wshobson/agents
Microservices Patterns Master microservices architecture patterns including service boundaries, inter-service communication, data management, and resilience patterns for building distributed systems. When to Use This Skill Decomposing monoliths into microservices Designing service boundaries and contracts Implementing inter-service communication Managing distributed data and transactions Building resilient distributed systems Implementing service discovery and load balancing Designing event-driv...
8K
1055 self-improvement pskoett/self-improving-agent
Self-Improvement Skill Log learnings and errors to markdown files for continuous improvement. Coding agents can later process these into fixes, and important learnings get promoted to project memory. Quick Reference Situation Action Command/operation fails Log to .learnings/ERRORS.md User corrects you Log to .learnings/LEARNINGS.md with category correction User wants missing feature Log to .learnings/FEATURE_REQUESTS.md API/external tool fails Log to .learnings/ERRORS.md with integration details...
8K
1056 react-doctor millionco/react-doctor
React Doctor Scans your React codebase for security, performance, correctness, and architecture issues. Outputs a 0-100 score with actionable diagnostics. Usage npx -y react-doctor@latest . --verbose --diff Workflow Run after making changes to catch issues early. Fix errors first, then re-run to verify the score improved.
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1057 auth-implementation-patterns wshobson/agents
Authentication & Authorization Implementation Patterns Build secure, scalable authentication and authorization systems using industry-standard patterns and modern best practices. When to Use This Skill Implementing user authentication systems Securing REST or GraphQL APIs Adding OAuth2/social login Implementing role-based access control (RBAC) Designing session management Migrating authentication systems Debugging auth issues Implementing SSO or multi-tenancy Core Concepts 1. Authentication vs A...
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1058 pptx-presentation-builder supercent-io/skills-template
PPTX Presentation Builder 브랜드 가이드라인에 맞춘 전문 PPTX 프레젠테이션 빌더 스킬입니다. 피치덱, 로드맵, 제품 소개 등 다양한 프레젠테이션을 구조화된 브리프와 검증 단계로 생성합니다. When to use this skill 전문 슬라이드 덱 필요: 프롬프트에서 프레젠테이션 생성 브랜드 일관성 필요: 가이드라인에 맞춘 일관된 슬라이드 반복 가능한 템플릿: 제품, 피치, 로드맵 덱 템플릿화 Instructions Step 1: Gather Brand Constraints brand_kit: colors: primary: "2563EB" secondary: "6366F1" accent: "F59E0B" background: "FFFFFF" text: "1F2937" fonts: heading: "Inter" body: "Inter" mono: "JetBrains Mono" logo: ...
8K
1059 verified-agent-identity billionsnetwork/verified-agent-identity
When to use this Skill Lets AI agents create and manage their own identities on the Billions Network, and link those identities to a human owner. When you need to link your agent identity to an owner. When you need to sign a challenge. When you need to link a human to the agent's DID. When you need to verify a signature to confirm identity ownership. When you use shared JWT tokens for authentication. When you need to create and manage decentralized identities. After installing the plugin run the...
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1060 winapp-cli github/awesome-copilot
Windows App Development CLI The Windows App Development CLI ( winapp ) is a command-line interface for managing Windows SDKs, MSIX packaging, generating app identity, manifests, certificates, and using build tools with any app framework. It bridges the gap between cross-platform development and Windows-native capabilities. When to Use This Skill Use this skill when you need to: Initialize a Windows app project with SDK setup, manifests, and certificates Create MSIX packages from application dire...
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1061 update-llms github/awesome-copilot
Update LLMs.txt File Update the existing llms.txt file in the root of the repository to reflect changes in documentation, specifications, or repository structure. This file provides high-level guidance to large language models (LLMs) on where to find relevant content for understanding the repository's purpose and specifications. Primary Directive Update the existing llms.txt file to maintain accuracy and compliance with the llms.txt specification while reflecting current repository structure and...
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1062 swift-mcp-server-generator github/awesome-copilot
Swift MCP Server Generator Generate a complete, production-ready MCP server in Swift using the official Swift SDK package. Project Generation When asked to create a Swift MCP server, generate a complete project with this structure: my-mcp-server/ ├── Package.swift ├── Sources/ │ └── MyMCPServer/ │ ├── main.swift │ ├── Server.swift │ ├── Tools/ │ │ ├── ToolDefinitions.swift │ │ └── ToolHandlers.swift │ ├── Resources/ │ │ ├── ResourceDefinitions.sw...
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1063 suggest-awesome-github-copilot-agents github/awesome-copilot
Suggest Awesome GitHub Copilot Custom Agents Analyze current repository context and suggest relevant Custom Agents files from the GitHub awesome-copilot repository that are not already available in this repository. Custom Agent files are located in the agents folder of the awesome-copilot repository. Process Fetch Available Custom Agents : Extract Custom Agents list and descriptions from awesome-copilot README.agents.md . Must use fetch tool. Scan Local Custom Agents : Discover existing custom a...
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1064 suggest-awesome-github-copilot-instructions github/awesome-copilot
Suggest Awesome GitHub Copilot Instructions Analyze current repository context and suggest relevant copilot-instruction files from the GitHub awesome-copilot repository that are not already available in this repository. Process Fetch Available Instructions : Extract instruction list and descriptions from awesome-copilot README.instructions.md . Must use fetch tool. Scan Local Instructions : Discover existing instruction files in .github/instructions/ folder Extract Descriptions : Read front matt...
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1065 structured-autonomy-implement github/awesome-copilot
You are an implementation agent responsible for carrying out the implementation plan without deviating from it. Only make the changes explicitly specified in the plan. If the user has not passed the plan as an input, respond with: "Implementation plan is required." Follow the workflow below to ensure accurate and focused implementation.
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1066 tldr-prompt github/awesome-copilot
TLDR Prompt Overview You are an expert technical documentation specialist who creates concise, actionable tldr summaries following the tldr-pages project standards. You MUST transform verbose GitHub Copilot customization files (prompts, agents, instructions, collections), MCP server documentation, or Copilot documentation into clear, example-driven references for the current chat session. [!IMPORTANT] You MUST provide a summary rendering the output as markdown using the tldr template format. You...
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1067 turborepo antfu/skills
Turborepo Skill Build system for JavaScript/TypeScript monorepos. Turborepo caches task outputs and runs tasks in parallel based on dependency graph. IMPORTANT: Package Tasks, Not Root Tasks DO NOT create Root Tasks. ALWAYS create package tasks. When creating tasks/scripts/pipelines, you MUST: Add the script to each relevant package's package.json Register the task in root turbo.json Root package.json only delegates via turbo run <task> DO NOT put task logic in root package.json . This defeats T...
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1068 transloadit-media-processing github/awesome-copilot
Transloadit Media Processing Process, transform, and encode media files using Transloadit's cloud infrastructure. Supports video, audio, images, and documents with 86+ specialized processing robots. When to Use This Skill Use this skill when you need to: Encode video to HLS, MP4, WebM, or other formats Generate thumbnails or animated GIFs from video Resize, crop, watermark, or optimize images Convert between image formats (JPEG, PNG, WebP, AVIF, HEIF) Extract or transcode audio (MP3, AAC, FLAC, ...
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1069 typespec-api-operations github/awesome-copilot
Add TypeSpec API Operations Add RESTful operations to an existing TypeSpec API plugin for Microsoft 365 Copilot. Adding GET Operations Simple GET - List All Items / * List all items. */ @ route ( "/items" ) @ get op listItems ( ) : Item [ ] ; GET with Query Parameter - Filter Results / * List items filtered by criteria. * @param userId Optional user ID to filter items */ @ route ( "/items" ) @ get op listItems ( @ query userId ? : integer ) : Item [ ] ; GET with Path Parameter - Get Single Item ...
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1070 structured-autonomy-generate github/awesome-copilot
You are a PR implementation plan generator that creates complete, copy-paste ready implementation documentation. Your SOLE responsibility is to: Accept a complete PR plan (plan.md in plans/{feature-name}/) Extract all implementation steps from the plan Generate comprehensive step documentation with complete code Save plan to: plans/{feature-name}/implementation.md Follow the below to generate and save implementation files for each step in the plan. Step 1: Parse Plan & Research Codebase Read th...
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1071 shuffle-json-data github/awesome-copilot
Shuffle JSON Data Overview Shuffle repetitive JSON objects without corrupting the data or breaking JSON syntax. Always validate the input file first. If a request arrives without a data file, pause and ask for one. Only proceed after confirming the JSON can be shuffled safely. Role You are a data engineer who understands how to randomise or reorder JSON data without sacrificing integrity. Combine data-engineering best practices with mathematical knowledge of randomizing data to protect data qual...
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1072 typespec-create-agent github/awesome-copilot
Create TypeSpec Declarative Agent Create a complete TypeSpec declarative agent for Microsoft 365 Copilot with the following structure: Requirements Generate a main.tsp file with: Agent Declaration Use @agent decorator with a descriptive name and description Name should be 100 characters or less Description should be 1,000 characters or less Instructions Use @instructions decorator with clear behavioral guidelines Define the agent's role, expertise, and personality Specify what the agent should a...
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1073 debugging-strategies wshobson/agents
Debugging Strategies Transform debugging from frustrating guesswork into systematic problem-solving with proven strategies, powerful tools, and methodical approaches. When to Use This Skill Tracking down elusive bugs Investigating performance issues Understanding unfamiliar codebases Debugging production issues Analyzing crash dumps and stack traces Profiling application performance Investigating memory leaks Debugging distributed systems Core Principles 1. The Scientific Method 1. Observe : Wha...
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1074 parallel-web-search parallel-web/parallel-agent-skills
Web Search Search the web for: $ARGUMENTS Command Choose a short, descriptive filename based on the query (e.g., ai-chip-news , react-vs-vue ). Use lowercase with hyphens, no spaces. parallel-cli search " $ARGUMENTS " -q "<keyword1>" -q "<keyword2>" --json --max-results 10 --excerpt-max-chars-total 27000 -o " $FILENAME .json" The first argument is the objective — a natural language description of what you're looking for. It replaces multiple keyword searches with a single call for broad or compl...
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1075 sponsor-finder github/awesome-copilot
Sponsor Finder Discover opportunities to support the open source maintainers behind your project's dependencies. Accepts a GitHub owner/repo (e.g. /sponsor expressjs/express ), uses the deps.dev API for dependency resolution and project health data, and produces a friendly sponsorship report covering both direct and transitive dependencies. Your Workflow When the user types /sponsor {owner/repo} or provides a repository in owner/repo format: Parse the input — Extract owner and repo . Detect the ...
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1076 update-avm-modules-in-bicep github/awesome-copilot
Update Azure Verified Modules in Bicep Files Update Bicep file ${file} to use latest Azure Verified Module (AVM) versions. Limit progress updates to non-breaking changes. Don't output information other than the final output table and summary. Process Scan : Extract AVM modules and current versions from ${file} Identify : List all unique AVM modules used by matching avm/res/{service}/{resource} using search tool Check : Use fetch tool to get latest version of each AVM module from MCR: https://mcr...
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1077 angular-component analogjs/angular-skills
Angular Component Create standalone components for Angular v20+. Components are standalone by default—do NOT set standalone: true. Component Structure import { Component, ChangeDetectionStrategy, input, output, computed } from '@angular/core'; @Component({ selector: 'app-user-card', changeDetection: ChangeDetectionStrategy.OnPush, host: { 'class': 'user-card', '[class.active]': 'isActive()', '(click)': 'handleClick()', }, template: ` <img [src]="avatarUrl()" [alt]="n...
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1078 flutter-setting-up-on-macos flutter/skills
Setting Up a macOS Environment for Flutter Development Contents Prerequisites Tooling Configuration Workflow: Configuring macOS Tooling Workflow: Validating the Environment Troubleshooting Prerequisites Ensure the following baseline requirements are met before configuring the macOS-specific toolchain: macOS operating system. Flutter SDK installed and added to the system PATH . Active internet connection for downloading toolchains and dependencies. Tooling Configuration macOS desktop development ...
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1079 google-agents-cli-adk-code google/agents-cli
ADK Cheatsheet Before using this skill , activate /google-agents-cli-workflow first — it contains the required development phases and scaffolding steps. Prerequisites Run agents-cli info — if it shows project config, skip to the cheatsheet below If no project exists: run agents-cli scaffold create <name> If user has existing code: run agents-cli scaffold enhance . Do NOT write agent code until a project is scaffolded. Python only for now. This cheatsheet currently covers the Python ADK SDK. Supp...
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1080 google-agents-cli-workflow google/agents-cli
ADK Development Workflow & Guidelines STOP — Do NOT write code yet. If no project exists, scaffold first with agents-cli scaffold create <name> . If the user already has code, use agents-cli scaffold enhance . to add the agents-cli structure. Run agents-cli info to check if a project already exists. Skipping this leads to missing eval boilerplate, CI/CD config, and project conventions. agents-cli is a CLI and skills toolkit for building, evaluating, and deploying agents on Google Cloud using the...
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1081 web-component-design wshobson/agents
Web Component Design Build reusable, maintainable UI components using modern frameworks with clean composition patterns and styling approaches. When to Use This Skill Designing reusable component libraries or design systems Implementing complex component composition patterns Choosing and applying CSS-in-JS solutions Building accessible, responsive UI components Creating consistent component APIs across a codebase Refactoring legacy components into modern patterns Implementing compound components...
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1082 clerk-setup clerk/skills
This skill sets up Clerk for authentication by following the official quickstart documentation. Quick Reference | 1. Detect framework | Check `package.json` dependencies | 2. Fetch quickstart | Use WebFetch on the appropriate docs URL | 3. Follow instructions | Execute the steps from the official guide | 4. Get API keys | From [dashboard.clerk.com](https://dashboard.clerk.com/last-active?path=api-keys) Framework Detection Check `package.json` to identify the framework: | `next`...
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1083 grafana-dashboards wshobson/agents
Grafana Dashboards Create and manage production-ready Grafana dashboards for comprehensive system observability. Purpose Design effective Grafana dashboards for monitoring applications, infrastructure, and business metrics. When to Use Visualize Prometheus metrics Create custom dashboards Implement SLO dashboards Monitor infrastructure Track business KPIs Dashboard Design Principles 1. Hierarchy of Information ┌─────────────────────────────────────┐ │ Critical Metrics (Big Numbers) │ ├─────...
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1084 prisma-cli prisma/skills
Prisma CLI Reference Complete reference for all Prisma CLI commands. This skill provides guidance on command usage, options, and best practices for Prisma ORM 7.x. When to Apply Reference this skill when: Setting up a new Prisma project ( prisma init ) Generating Prisma Client ( prisma generate ) Running database migrations ( prisma migrate ) Managing database state ( prisma db push/pull ) Using local development database ( prisma dev ) Debugging Prisma issues ( prisma debug ) Rule Categories by...
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1085 parallel-web-extract parallel-web/parallel-agent-skills
URL Extraction Extract content from: $ARGUMENTS Command parallel-cli extract " $ARGUMENTS " --json Options if needed: --objective "focus area" to focus on specific content Response format Return content as: Page Title Then the extracted content verbatim, with these rules: Keep content verbatim - do not paraphrase or summarize Parse lists exhaustively - extract EVERY numbered/bulleted item Strip only obvious noise: nav menus, footers, ads Preserve all facts, names, numbers, dates, quotes Setup If...
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1086 parallel-data-enrichment parallel-web/parallel-agent-skills
Data Enrichment Enrich: $ARGUMENTS Before starting Inform the user that enrichment may take several minutes depending on the number of rows and fields requested. Step 1: Start the enrichment Use ONE of these command patterns (substitute user's actual data): For inline data: parallel-cli enrich run --data '[{"company": "Google"}, {"company": "Microsoft"}]' --intent "CEO name and founding year" --target "output.csv" --no-wait For CSV file: parallel-cli enrich run --source-type csv --source "input....
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1087 flutter-apply-architecture-best-practices flutter/skills
Architecting Flutter Applications Contents Architectural Layers Project Structure Workflow: Implementing a New Feature Examples Architectural Layers Enforce strict Separation of Concerns by dividing the application into distinct layers. Never mix UI rendering with business logic or data fetching. UI Layer (Presentation) Implement the MVVM (Model-View-ViewModel) pattern to manage UI state and logic. Views: Write reusable, lean widgets. Restrict logic in Views to UI-specific operations (e.g., anim...
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1088 google-agents-cli-scaffold google/agents-cli
ADK Project Scaffolding Guide Requires: agents-cli ( uv tool install google-agents-cli ) — install uv first if needed. Use the agents-cli CLI to create new ADK agent projects or enhance existing ones with deployment, CI/CD, and infrastructure scaffolding. Prerequisite: Clarify Requirements (MANDATORY for new projects) Before scaffolding a new project, load /google-agents-cli-workflow and complete Phase 0 — clarify the user's requirements before running any scaffold create command. Ask what the a...
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1089 google-agents-cli-observability google/agents-cli
ADK Observability Guide Cloud Trace works out of the box — no infrastructure needed. Prompt-response logging and BigQuery Agent Analytics require Terraform-provisioned infrastructure (service account, GCS bucket, BigQuery dataset). Run agents-cli infra single-project --project PROJECT_ID to provision these resources. See references/cloud-trace-and-logging.md for details, env vars, and verification commands. If your project isn't scaffolded yet, see /google-agents-cli-scaffold first. Order of ope...
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1090 google-agents-cli-eval google/agents-cli
ADK Evaluation Guide Requires: agents-cli ( uv tool install google-agents-cli ) — install uv first if needed. Scaffolded project? If you used /google-agents-cli-scaffold , you already have agents-cli eval run , tests/eval/evalsets/ , and tests/eval/eval_config.json . Start with agents-cli eval run and iterate from there. Reference Files File Contents references/criteria-guide.md Complete metrics reference — all 8 criteria, match types, custom metrics, judge model config references/user-simulatio...
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1091 google-agents-cli-deploy google/agents-cli
ADK Deployment Guide Requires: agents-cli ( uv tool install google-agents-cli ) — install uv first if needed. Prefer using the agents-cli commands throughout this guide — they wrap Terraform, Docker, and deployment into a tested pipeline. If your project isn't scaffolded yet, see /google-agents-cli-scaffold to add deployment support first. Reference Files For deeper details, consult these reference files in references/ : cloud-run.md — Scaling defaults, Dockerfile, session types, networking agen...
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1092 google-agents-cli-publish google/agents-cli
Gemini Enterprise Registration Requires: A deployed agent. For Agent Runtime, deployment_metadata.json (created by agents-cli deploy ) enables auto-detection. For Cloud Run or GKE, provide the agent card URL and flags directly. Prerequisites Agent must be deployed — the agent must be running and reachable Gemini Enterprise app must exist — Create one in Google Cloud Console → Gemini Enterprise → Apps before registering deployment_metadata.json (Agent Runtime only) — Created automatically by agen...
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1093 emblem-ai-agent-wallet emblemcompany/agent-skills
EmblemAI Agent Wallet Connect to EmblemAI - EmblemVault's wallet-aware assistant for balances, addresses, portfolio snapshots, recent activity, and operator-confirmed wallet actions across supported chains. Browser auth, streaming responses, profile-scoped local state, x402 support, and PAYG controls. In one sentence: Emblem is the easiest way to give your agent a wallet with profile-scoped local auth, zero-config agent provisioning, and review-first guidance for value-moving actions. Requires t...
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1094 emblem-ai-prompt-examples emblemcompany/agent-skills
EmblemAI Prompt Examples Use this skill when the user wants example prompts, wording patterns, or sample requests for end-user EmblemAI workflows rather than SDK, React, or app implementation details. Security & Trust Model This skill provides curated prompt examples and phrasing guidance. It inherently references: Financial operations (W009): Example prompts cover trading, DeFi, portfolio review, cross-chain transfers, and prediction markets. These are reference prompts only — they demonstrate ...
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1095 emblem-ai-react emblemcompany/agent-skills
EmblemAI React Use this skill when the user wants to integrate EmblemAI into a React app rather than only use the CLI or low-level SDKs. In one sentence: this is the easiest way to add user management and wallet-enabled accounts to a React app. Security & Trust Model This skill generates React code that integrates with EmblemAI's authentication and wallet infrastructure. It inherently involves: Third-party data (W011): Migrate.fun React hooks ( useProject , useProjects ) fetch project and token ...
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1096 emblem-market-research emblemcompany/agent-skills
Emblem Market Research Crypto market intelligence powered by EmblemAI . Real-time data from CoinGecko, CoinGlass, Birdeye, and Nansen — trending tokens, derivatives analytics, on-chain smart money tracking, and token deep dives. Requires : npm install -g @emblemvault/agentwallet What This Skill Can Do Capability Tools Used Trending tokens (all chains) getTrendingCoins , birdeyeTrendingTokens Token price lookup getCryptoPrice , searchCryptoByName Token deep dive (volume, trades, liquidity) birdey...
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1097 emblem-ai-agent-wallet emblemcompany/emblemai-agentwallet
EmblemAI Agent Wallet Connect to EmblemAI - EmblemVault's wallet-aware assistant for balances, addresses, portfolio snapshots, recent activity, and operator-confirmed wallet actions across supported chains. Browser auth, streaming responses, profile-scoped local state, x402 support, and PAYG controls. In one sentence: Emblem is the easiest way to give your agent a wallet with profile-scoped local auth, zero-config agent provisioning, and review-first guidance for value-moving actions. Requires t...
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1098 vercel-react-best-practices supercent-io/skills-template
Vercel React Best Practices Comprehensive performance optimization guide for React and Next.js applications, maintained by Vercel. Contains 62 rules across 8 categories, prioritized by impact to guide automated refactoring and code generation. When to Apply Reference these guidelines when: Writing new React components or Next.js pages Implementing data fetching (client or server-side) Reviewing code for performance issues Refactoring existing React/Next.js code Optimizing bundle size or load tim...
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1099 emblem-ai emblemcompany/agent-skills
EmblemAI developer tools EmblemAI developer tools for one-shot user management, wallet-enabled users, AI-powered crypto workflows, and app introspection. In one sentence: Emblem is the easiest way to add user management, website authentication, and wallet-enabled user accounts to an app, with sign-in options that include wallets, email/password, and social login plus built-in chat and introspection tooling. Legacy package names such as @emblemvault/hustle-react and hustle-incognito are kept wher...
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1100 stripe-best-practices stripe/ai
Latest Stripe API version: 2026-02-25.clover . Always use the latest API version and SDK unless the user specifies otherwise. Integration routing Building... Recommended API Details One-time payments Checkout Sessions references/payments.md Custom payment form with embedded UI Checkout Sessions + Payment Element references/payments.md Saving a payment method for later Setup Intents references/payments.md Connect platform or marketplace Accounts v2 ( /v2/core/accounts ) references/connect.md Subs...
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