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# Skill 仓库 描述 安装量
2151 git-flow-branch-creator github/awesome-copilot
Instructions < instructions > < title > Git Flow Branch Creator </ title > < description > This prompt analyzes your current git changes using git status and git diff (or git diff --cached), then intelligently determines the appropriate branch type according to the Git Flow branching model and creates a semantic branch name. </ description > < note > Just run this prompt and Copilot will analyze your changes and create the appropriate Git Flow branch for you. </ note > </ instructions > Workflow...
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2152 devops-rollout-plan github/awesome-copilot
DevOps Rollout Plan Generator Your goal is to create a comprehensive, production-ready rollout plan for infrastructure or application changes. Input Requirements Gather these details before generating the plan: Change Description What's changing (infrastructure, application, configuration) Version or state transition (from/to) Problem solved or feature added Environment Details Target environment (dev, staging, production, all) Infrastructure type (Kubernetes, VMs, serverless, containers) Affect...
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2153 configure-ecc affaan-m/ecc
Configure Everything Claude Code Run a conversational wizard inside the current harness. Inventory first, collect only supported choices, preview, confirm once, apply non-interactively, verify, and show the welcome only after success. Never clone ECC into a temporary directory or copy plugin components by hand. For a human-operated terminal, the canonical entry points are ecc setup and npx ecc-universal setup . Inside a harness, use the explicit non-interactive commands below instead. Route by t...
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2154 agentic-engineering affaan-m/ecc
Agentic Engineering Use this skill for engineering workflows where AI agents perform most implementation work and humans enforce quality and risk controls. Operating Principles Define completion criteria before execution. Decompose work into agent-sized units. Route model tiers by task complexity. Measure with evals and regression checks. Eval-First Loop Define capability eval and regression eval. Run baseline and capture failure signatures. Execute implementation. Re-run evals and compare delta...
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2155 flutter-managing-state flutter/skills
Managing State in Flutter Contents Core Concepts Architecture and Data Flow Workflow: Selecting a State Management Approach Workflow: Implementing MVVM with Provider Examples Core Concepts Flutter's UI is declarative; it is built to reflect the current state of the app ( UI = f(state) ). When state changes, trigger a rebuild of the UI that depends on that state. Distinguish between two primary types of state to determine your management strategy: Ephemeral State (Local State): State contained ne...
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2156 shopify-polaris-admin-extensions 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 "<component tag name>" — search before writing code Write the code using the search results Write code to a temp file, then validate with --file — do not use --code "..." inline (JSX attribute strings break shell quoting): cat > /tmp/extension.tsx << 'SHOPIFY_EOF' YOUR CODE HERE SHOPIFY_EOF node scripts/validate.mjs --file /tmp/extension.tsx --target "<t...
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2157 shopify-hydrogen 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 "<component or hook name>" — search before writing code Write the code using the search results Write code to a temp file, then validate with --file — do not use --code "..." inline (JSX attribute strings break shell quoting): cat > /tmp/extension.tsx << 'SHOPIFY_EOF' YOUR CODE HERE SHOPIFY_EOF node scripts/validate.mjs --file /tmp/extension.tsx --target...
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2158 prioritization-frameworks phuryn/pm-skills
Prioritization Frameworks Reference A reference guide to help you select and apply the right prioritization framework for your context. Core Principle Never allow customers to design solutions. Prioritize problems (opportunities) , not features. Opportunity Score (Dan Olsen, The Lean Product Playbook ) The recommended framework for prioritizing customer problems. Survey customers on Importance and Satisfaction for each need (normalize to 0–1 scale). Three related formulas: Current value = Import...
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2159 outcome-roadmap phuryn/pm-skills
Transform Roadmap to Outcome-Focused Format Purpose You are an experienced product manager helping $ARGUMENTS shift from output-focused roadmaps (which emphasize features) to outcome-focused roadmaps (which emphasize customer and business impact). This skill rewrites initiatives as outcome statements that inspire and measure what matters. Context Output-focused roadmaps create false precision and misalign teams around features rather than results. Outcome-focused roadmaps clarify the customer pr...
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2160 code-review anthropics/knowledge-work-plugins
Two-axis review of the diff between HEAD and a fixed point the user supplies: Standards — does the code conform to this repo's documented coding standards? Spec — does the code faithfully implement the originating issue / PRD / spec? Both axes run as parallel sub-agents so they don't pollute each other's context, then this skill aggregates their findings. The issue tracker should have been provided to you — run /setup-matt-pocock-skills if docs/agents/issue-tracker.md is missing. Process 1. Pin ...
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2161 iterative-retrieval affaan-m/ecc
Iterative Retrieval Pattern Solves the "context problem" in multi-agent workflows where subagents don't know what context they need until they start working. When to Activate Spawning subagents that need codebase context they cannot predict upfront Building multi-agent workflows where context is progressively refined Encountering "context too large" or "missing context" failures in agent tasks Designing RAG-like retrieval pipelines for code exploration Optimizing token usage in agent orchestrati...
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2162 kotlin-coroutines-flows affaan-m/ecc
Kotlin Coroutines & Flows Patterns for structured concurrency, Flow-based reactive streams, and coroutine testing in Android and Kotlin Multiplatform projects. When to Activate Writing async code with Kotlin coroutines Using Flow, StateFlow, or SharedFlow for reactive data Handling concurrent operations (parallel loading, debounce, retry) Testing coroutines and Flows Managing coroutine scopes and cancellation Structured Concurrency Scope Hierarchy Show more Installs 1.5K Repository affaan-m/ecc ...
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2163 stitch::generate-design google-labs-code/stitch-skills
Generate Design Create new design screens from text descriptions, images, or mockups, edit existing screens with prompts and design system tokens, and generate design variants using Stitch MCP. [!NOTE] Refer to your system prompt for instruction on handling MCP tool prefixes for all tools mentioned in this skill (e.g., list_projects , generate_screen_from_text , edit_screens ). 🎨 Prompt Enhancement Pipeline Before calling any Stitch generation or editing tool, you MUST enhance the user's prompt....
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2164 tech-resume-optimizer paramchoudhary/resumeskills
Tech Resume Optimizer When to Use This Skill Use this skill when the user: Is applying for software engineering roles Wants to optimize a technical resume Needs help with developer/PM/technical job applications Mentions: "tech resume", "software engineer resume", "developer resume", "technical resume", "SWE resume", "PM resume" Core Capabilities Optimize resumes for technical roles (SWE, PM, Data, DevOps) Structure technical skills sections effectively Highlight projects and technical achievemen...
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2165 gcloud google/skills
gcloud CLI Skill for AI Agents This document provides essential guidelines and best practices for AI agents interacting with the Google Cloud SDK ( gcloud CLI). Following these rules is critical to avoid hallucinated commands, flags, flag values, and positional argument syntax, prevent destructive actions, and minimize context window usage. Getting Started 1. Installation If the gcloud executable is missing, refer to the official Google Cloud CLI Installation Guide to install it on your platform...
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2166 reddit-leads lignertys/reddit-research-skills
reddit-leads Skill Overview AI-powered B2B lead discovery from Reddit. Finds users actively expressing buying intent, scores them 0-100, and classifies by lead type - so you can focus on the warmest prospects first. Powered by reddapi.dev - The Lead Engine indexes 50K+ subreddits with 20M+ posts and 40M+ comments, using 1024D vector search to match on meaning, not just keywords. Key Advantage: ✅ AI lead scoring - Every post scored 0-100 on buying intent signal strength ✅ 5 lead type categories -...
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2167 plannotator-compound backnotprop/plannotator
Compound Planning Analysis You are conducting a comprehensive research analysis of a user's Plannotator plan archive. The goal: extract patterns from their denied plans, reduce them into actionable insights, and produce an elegant HTML dashboard report. This is a multi-phase process. Each phase must complete fully before the next begins. Research integrity is paramount — every file must be read, no skipping. Source Selection Before starting the analysis, determine which data source is available....
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2168 speech-to-text elevenlabs/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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2169 flutter-animating-apps flutter/agent-plugins
Implementing Flutter Animations Contents Core Concepts Animation Strategies Workflows Implementing Implicit Animations Implementing Explicit Animations Implementing Hero Transitions Implementing Physics-Based Animations Examples Core Concepts Manage Flutter animations using the core typed Animation system. Do not manually calculate frames; rely on the framework's ticker and interpolation classes. Animation<T> : Treat this as an abstract representation of a value that changes over time. It holds ...
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2170 mcp-cli github/awesome-copilot
MCP-CLI Access MCP servers through the command line. MCP enables interaction with external systems like GitHub, filesystems, databases, and APIs. Commands Command Output mcp-cli List all servers and tool names mcp-cli <server> Show tools with parameters mcp-cli <server>/<tool> Get tool JSON schema mcp-cli <server>/<tool> '<json>' Call tool with arguments mcp-cli grep "<glob>" Search tools by name Add -d to include descriptions (e.g., mcp-cli filesystem -d) Workflow Discover: mcp-cli → see av...
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2171 flutter-managing-state flutter/agent-plugins
Managing State in Flutter Contents Core Concepts Architecture and Data Flow Workflow: Selecting a State Management Approach Workflow: Implementing MVVM with Provider Examples Core Concepts Flutter's UI is declarative; it is built to reflect the current state of the app ( UI = f(state) ). When state changes, trigger a rebuild of the UI that depends on that state. Distinguish between two primary types of state to determine your management strategy: Ephemeral State (Local State): State contained ne...
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2172 image-manipulation-image-magick github/awesome-copilot
Image Manipulation with ImageMagick This skill enables image processing and manipulation tasks using ImageMagick across Windows, Linux, and macOS systems. When to Use This Skill Use this skill when you need to: Resize images (single or batch) Get image dimensions and metadata Convert between image formats Create thumbnails Process wallpapers for different screen sizes Batch process multiple images with specific criteria Prerequisites ImageMagick installed on the system Windows: PowerShell wi...
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2173 context-map github/awesome-copilot
Context Map Before implementing any changes, analyze the codebase and create a context map. Task {{task_description}} Instructions Search the codebase for files related to this task Identify direct dependencies (imports/exports) Find related tests Look for similar patterns in existing code Output Format Context Map Files to Modify | File | Purpose | Changes Needed | | ------ | --------- | ---------------- | | path/to/file | description | what changes | Dependencies (may need updates) | File |...
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2174 readme-blueprint-generator github/awesome-copilot
README Generator Prompt Generate a comprehensive README.md for this repository by analyzing the documentation files in the .github/copilot directory and the copilot-instructions.md file. Follow these steps: Scan all the files in the .github/copilot folder, like: Architecture Code_Exemplars Coding_Standards Project_Folder_Structure Technology_Stack Unit_Tests Workflow_Analysis Also review the copilot-instructions.md file in the .github folder Create a README.md with the following sections: Projec...
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2175 csharp-docs github/awesome-copilot
C Documentation Best Practices Public members should be documented with XML comments. It is encouraged to document internal members as well, especially if they are complex or not self-explanatory. Guidance for all APIs Use <summary> to provide a brief, one sentence, description of what the type or member does. Start the summary with a present-tense, third-person verb. Use <remarks> for additional information, which can include implementation details, usage notes, or any other relevant context. U...
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2176 agent-governance github/awesome-copilot
Agent Governance Patterns Patterns for adding safety, trust, and policy enforcement to AI agent systems. Overview Governance patterns ensure AI agents operate within defined boundaries — controlling which tools they can call, what content they can process, how much they can do, and maintaining accountability through audit trails. User Request → Intent Classification → Policy Check → Tool Execution → Audit Log ↓ ↓ ↓ Threat Detection Allow/Deny Trust...
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2177 shopify-partner 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 "<query>" — 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. Use your actual ...
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2178 azure-deployment-preflight github/awesome-copilot
Azure Deployment Preflight Validation This skill validates Bicep deployments before execution, supporting both Azure CLI (az) and Azure Developer CLI (azd) workflows. When to Use This Skill Before deploying infrastructure to Azure When preparing or reviewing Bicep files To preview what changes a deployment will make To verify permissions are sufficient for deployment Before running azd up, azd provision, or az deployment commands Validation Process Follow these steps in order. Continue to the...
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2179 write-coding-standards-from-file github/awesome-copilot
Write Coding Standards From File Use the existing syntax of the file(s) to establish the standards and style guides for the project. If more than one file or a folder is passed, loop through each file or files in the folder, appending the file's data to temporary memory or a file, then when complete use temporary data as a single instance; as if it were the file name to base the standards and style guideline on. Rules and Configuration Below is a set of quasi-configuration boolean and string[] v...
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2180 code-reviewer google-gemini/gemini-cli
Code Reviewer This skill guides the agent in conducting professional and thorough code reviews for both local development and remote Pull Requests. Workflow 1. Determine Review Target Remote PR : If the user provides a PR number or URL (e.g., "Review PR 123"), target that remote PR. Local Changes : If no specific PR is mentioned, or if the user asks to "review my changes", target the current local file system states (staged and unstaged changes). 2. Preparation For Remote PRs: Checkout : Use the...
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2181 rust-patterns affaan-m/ecc
Rust Development Patterns Idiomatic Rust patterns and best practices for building safe, performant, and maintainable applications. When to Use Writing new Rust code Reviewing Rust code Refactoring existing Rust code Designing crate structure and module layout How It Works This skill enforces idiomatic Rust conventions across six key areas: ownership and borrowing to prevent data races at compile time, Result / ? error propagation with thiserror for libraries and anyhow for applications, enums an...
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2182 django-verification affaan-m/ecc
Django Verification Loop Run before PRs, after major changes, and pre-deploy to ensure Django application quality and security. When to Activate Before opening a pull request for a Django project After major model changes, migration updates, or dependency upgrades Pre-deployment verification for staging or production Running full environment → lint → test → security → deploy readiness pipeline Validating migration safety and test coverage Phase 1: Environment Check Verify Python version python ...
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2183 my-issues github/awesome-copilot
Search the current repo (using githubRepo for the repo info) and list any issues you find (using list_issues) that are assigned to me. Suggest issues that I might want to focus on based on their age, the amount of comments, and their status (open/closed).
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2184 flutter-theming-apps flutter/skills
Implementing Flutter Theming and Adaptive Design Contents Core Theming Concepts Material 3 Guidelines Component Theme Normalization Button Styling Platform Idioms & Adaptive Design Workflows Examples Core Theming Concepts Flutter applies styling in a strict hierarchy: styles applied to the specific widget -> themes that override the immediate parent theme -> the main app theme. Define app-wide themes using the theme property of MaterialApp with a ThemeData instance. Override themes for specific ...
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2185 backend-patterns affaan-m/everything-claude-code
Backend Development Patterns Backend architecture patterns and best practices for scalable server-side applications. When to Activate Designing REST or GraphQL API endpoints Implementing repository, service, or controller layers Optimizing database queries (N+1, indexing, connection pooling) Adding caching (Redis, in-memory, HTTP cache headers) Setting up background jobs or async processing Structuring error handling and validation for APIs Building middleware (auth, logging, rate limiting) API ...
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2186 mcp-builder mcp-use/mcp-use
MCP Server Development Guide Overview Create MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. The quality of an MCP server is measured by how well it enables LLMs to accomplish real-world tasks. Process 🚀 High-Level Workflow Creating a high-quality MCP server involves four main phases: Phase 1: Deep Research and Planning 1.1 Understand Modern MCP Design API Coverage vs. Workflow Tools: Balance comprehensive API endpoint coverag...
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2187 shopify-polaris-checkout-extensions 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 "<component tag name>" — search before writing code Write the code using the search results Write code to a temp file, then validate with --file — do not use --code "..." inline (JSX attribute strings break shell quoting): cat > /tmp/extension.tsx << 'SHOPIFY_EOF' YOUR CODE HERE SHOPIFY_EOF node scripts/validate.mjs --file /tmp/extension.tsx --target "<t...
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2188 shopify-polaris-customer-account-extensions 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 "<component tag name>" — search before writing code Write the code using the search results Write code to a temp file, then validate with --file — do not use --code "..." inline (JSX attribute strings break shell quoting): cat > /tmp/extension.tsx << 'SHOPIFY_EOF' YOUR CODE HERE SHOPIFY_EOF node scripts/validate.mjs --file /tmp/extension.tsx --target "<t...
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2189 nutrient-document-processing affaan-m/ecc
Nutrient Document Processing Note: This skill integrates with the Nutrient commercial API. Review their terms before use. Process documents with the Nutrient DWS Processor API . Convert formats, extract text and tables, OCR scanned documents, redact PII, add watermarks, digitally sign, and fill PDF forms. Setup Get a free API key at nutrient.io export NUTRIENT_API_KEY = "pdf_live_..." All requests go to https://api.nutrient.io/build as multipart POST with an instructions JSON field. Operations C...
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2190 okx-cex-bot okx/agent-skills
OKX CEX Bot Trading CLI Grid and DCA (Dollar Cost Averaging / Martingale) trading bot management on OKX exchange. All grid and DCA bots in this skill are native OKX platform bots — they run server-side on OKX and do not require a locally running process. Requires API credentials. Prerequisites Install okx CLI: npm install -g @okx_ai/okx-trade-cli Configure credentials — check first, then set up if missing : okx config show shows configured profiles; api_key shows last 4 chars if set If credenti...
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2191 laravel-tdd affaan-m/ecc
Laravel Testing with TDD Test-driven development for Laravel applications using PHPUnit, Pest, Laravel factories, and testing helpers. When to Activate Writing new Laravel applications or features Implementing API endpoints with Sanctum or Passport authentication Testing Eloquent models, relationships, scopes, and accessors Setting up testing infrastructure for Laravel projects Writing feature tests for HTTP controllers and form requests Mocking external services (queues, mail, notifications, HT...
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2192 tanstack-start-best-practices deckardger/tanstack-agent-skills
TanStack Start Best Practices Comprehensive guidelines for implementing TanStack Start patterns in full-stack React applications. These rules cover server functions, middleware, SSR, authentication, and deployment. When to Apply Creating server functions for data mutations Setting up middleware for auth/logging Configuring SSR and hydration Implementing authentication flows Handling errors across client/server boundary Organizing full-stack code Deploying to various platforms Rule Categories b...
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2193 parallel-debugging wshobson/agents
Parallel Debugging Framework for debugging complex issues using the Analysis of Competing Hypotheses (ACH) methodology with parallel agent investigation. When to Use This Skill Bug has multiple plausible root causes Initial debugging attempts haven't identified the issue Issue spans multiple modules or components Need systematic root cause analysis with evidence Want to avoid confirmation bias in debugging Hypothesis Generation Framework Generate hypotheses across 6 failure mode categories: 1. L...
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2194 plannotator-setup-goal backnotprop/plannotator
Setup Goal Turn an idea into a goal package at goals/<slug>/ through structured discovery, user interview, and codebase exploration. Phases 1. Rearticulate State back what the user wants in your own words. If the conversation already has rich context, summarize it. If the goal is bare or vague, do minimal shallow exploration of the codebase to ground your understanding. Keep it to 2-3 sentences. Wait for the user to confirm or correct before continuing. Create the goal directory once the slug is...
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2195 appinsights-instrumentation github/awesome-copilot
AppInsights Instrumentation Guide This skill provides guidance and reference material for instrumenting webapps with Azure Application Insights. ⛔ ADDING COMPONENTS? If the user wants to add App Insights to their app , invoke azure-prepare instead. This skill provides reference material—azure-prepare orchestrates the actual changes. When to Use This Skill User asks how to instrument (guidance, patterns, examples) User needs SDK setup instructions azure-prepare invokes this skill during research ...
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2196 flutter-theming-apps flutter/agent-plugins
Implementing Flutter Theming and Adaptive Design Contents Core Theming Concepts Material 3 Guidelines Component Theme Normalization Button Styling Platform Idioms & Adaptive Design Workflows Examples Core Theming Concepts Flutter applies styling in a strict hierarchy: styles applied to the specific widget -> themes that override the immediate parent theme -> the main app theme. Define app-wide themes using the theme property of MaterialApp with a ThemeData instance. Override themes for specific ...
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2197 create-spring-boot-java-project github/awesome-copilot
Create Spring Boot Java project prompt Please make sure you have the following software installed on your system: Java 21 Docker Docker Compose If you need to custom the project name, please change the artifactId and the packageName in download-spring-boot-project-template If you need to update the Spring Boot version, please change the bootVersion in download-spring-boot-project-template Check Java version Run following command in terminal and check the version of Java java -version Download Sp...
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2198 ef-core github/awesome-copilot
Entity Framework Core Best Practices Your goal is to help me follow best practices when working with Entity Framework Core. Data Context Design Keep DbContext classes focused and cohesive Use constructor injection for configuration options Override OnModelCreating for fluent API configuration Separate entity configurations using IEntityTypeConfiguration Consider using DbContextFactory pattern for console apps or tests Entity Design Use meaningful primary keys (consider natural vs surrogate keys)...
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2199 shopify-app-store-review shopify/shopify-ai-toolkit
You are a Shopify App Store reviewer performing a pre-submission compliance check against a developer's local codebase. Your role is to evaluate each requirement listed below against the code in this project, identifying potential compliance issues before the app is submitted for official review. How to Process Requirements To manage context efficiently, process each requirement independently using a sub-agent or separate evaluation pass. For each requirement: Read the requirement's name, descri...
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2200 cost-aware-llm-pipeline affaan-m/ecc
Cost-Aware LLM Pipeline Patterns for controlling LLM API costs while maintaining quality. Combines model routing, budget tracking, retry logic, and prompt caching into a composable pipeline. When to Activate Building applications that call LLM APIs (Claude, GPT, etc.) Processing batches of items with varying complexity Need to stay within a budget for API spend Optimizing cost without sacrificing quality on complex tasks Core Concepts 1. Model Routing by Task Complexity Automatically select chea...
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