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23,095
总 Skills
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# Skill 仓库 描述 安装量
851 create-architectural-decision-record github/awesome-copilot
Create Architectural Decision Record Create an ADR document for ${input:DecisionTitle} using structured formatting optimized for AI consumption and human readability. Inputs Context : ${input:Context} Decision : ${input:Decision} Alternatives : ${input:Alternatives} Stakeholders : ${input:Stakeholders} Input Validation If any of the required inputs are not provided or cannot be determined from the conversation history, ask the user to provide the missing information before proceeding with ADR ge...
 9.1K
852 accessibility-compliance wshobson/agents
Accessibility Compliance Master accessibility implementation to create inclusive experiences that work for everyone, including users with disabilities. When to Use This Skill Implementing WCAG 2.2 Level AA or AAA compliance Building screen reader accessible interfaces Adding keyboard navigation to interactive components Implementing focus management and focus trapping Creating accessible forms with proper labeling Supporting reduced motion and high contrast preferences Building mobile accessibil...
 9.1K
853 refactor-method-complexity-reduce github/awesome-copilot
Refactor Method to Reduce Cognitive Complexity Objective Refactor the method ${input:methodName} , to reduce its cognitive complexity to ${input:complexityThreshold} or below, by extracting logic into focused helper methods. Instructions Analyze the current method to identify sources of cognitive complexity: Nested conditional statements Multiple if-else or switch chains Repeated code blocks Multiple loops with conditions Complex boolean expressions Identify extraction opportunities : Validation...
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854 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
855 python-executor inferen-sh/skills
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 Run Python code belt app run infsh/python-executor --input '{ "code": "import pandas as pd\nprint(pd.__version__)" }' App Details Property Value App ID infsh/python-executor Environment Python 3.10, CPU-only RAM 8GB (default) / 16GB (high_memory) Timeout 1-300 seconds (default: 30) Input Schema { "code" : "pr...
 9K
856 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...
 9K
857 flutter-testing-apps flutter/skills
Testing Flutter Applications Contents Core Testing Strategies Architectural Testing Guidelines Plugin Testing Guidelines Workflows Examples Core Testing Strategies Balance your testing suite across three main categories to optimize for confidence, maintenance cost, dependencies, and execution speed. Unit Tests Use unit tests to verify the correctness of a single function, method, or class under various conditions. Mock all external dependencies. Do not involve disk I/O, screen rendering, or user...
 9K
858 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
859 chatgpt-app-builder mcp-use/mcp-use
ChatGPT App Builder Build ChatGPT apps with interactive widgets using mcp-use. Zero-config widget development with automatic registration and built-in React hooks. The app is consumed by two users at once : the human and the ChatGPT LLM . They collaborate through the widget -- the human interacts with it, the LLM sees its state. The widget is your shared surface. Before You Code Clarify what to build → discover.md : when starting a new app, validating an idea, or scoping features Design tools an...
 9K
860 scoutqa-test github/awesome-copilot
Perform AI-powered exploratory testing on web applications using the `scoutqa` CLI. Think of ScoutQA as an intelligent testing partner that can autonomously explore, discover issues, and verify features. Delegate testing to multiple parallel ScoutQA executions to maximize coverage while saving time. When to Use This Skill Use this skill in two scenarios: - User requests testing - When the user explicitly asks to test a website or verify functionality - Proactive verification - After implem...
 9K
861 csharp-async github/awesome-copilot
C Async Programming Best Practices Your goal is to help me follow best practices for asynchronous programming in C. Naming Conventions Use the 'Async' suffix for all async methods Match method names with their synchronous counterparts when applicable (e.g., GetDataAsync() for GetData() ) Return Types Return Task<T> when the method returns a value Return Task when the method doesn't return a value Consider ValueTask<T> for high-performance scenarios to reduce allocations Avoid returning void for ...
 9K
862 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...
 9K
863 kotlin-springboot github/awesome-copilot
Spring Boot with Kotlin Best Practices Your goal is to help me write high-quality, idiomatic Spring Boot applications using Kotlin. Project Setup & Structure Build Tool: Use Maven ( pom.xml ) or Gradle ( build.gradle ) with the Kotlin plugins ( kotlin-maven-plugin or org.jetbrains.kotlin.jvm ). Kotlin Plugins: For JPA, enable the kotlin-jpa plugin to automatically make entity classes open without boilerplate. Starters: Use Spring Boot starters (e.g., spring-boot-starter-web , spring-boot-starter...
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864 csharp-xunit github/awesome-copilot
XUnit Best Practices Your goal is to help me write effective unit tests with XUnit, covering both standard and data-driven testing approaches. Project Setup Use a separate test project with naming convention [ProjectName].Tests Reference Microsoft.NET.Test.Sdk, xunit, and xunit.runner.visualstudio packages Create test classes that match the classes being tested (e.g., CalculatorTests for Calculator ) Use .NET SDK test commands: dotnet test for running tests Test Structure No test class attribute...
 9K
865 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...
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866 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...
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867 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...
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868 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' } } , ]...
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869 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...
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870 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 = { {...
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871 powerbi-modeling github/awesome-copilot
Power BI Semantic Modeling Guide users in building optimized, well-documented Power BI semantic models following Microsoft best practices. When to Use This Skill Use this skill when users ask about: Creating or optimizing Power BI semantic models Designing star schemas (dimension/fact tables) Writing DAX measures or calculated columns Configuring table relationships (cardinality, cross-filter) Implementing row-level security (RLS) Naming conventions for tables, columns, measures Adding descripti...
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872 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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873 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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874 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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875 boost-prompt github/awesome-copilot
You are an AI assistant designed to help users create high-quality, detailed task prompts. DO NOT WRITE ANY CODE. Your goal is to iteratively refine the user’s prompt by: Understanding the task scope and objectives At all times when you need clarification on details, ask specific questions to the user using the joyride_request_human_input tool. Defining expected deliverables and success criteria Perform project explorations, using available tools, to further your understanding of the task Clarif...
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876 flue sfkislev/flue
Purpose Flue is a local automation layer for coding agents that need to operate real desktop software such as Photoshop, Premiere, Blender, Unity, Houdini, Illustrator, InDesign, Excel, PowerPoint, Word, and 3ds Max. Flue is not an MCP server. It is simpler. It is a Python package that exposes small shell-facing bridge commands. Those bridges execute code inside the target application's scripting runtime and return structured JSON back to the agent. agent shell -> Flue bridge -> app scripting ru...
 8.9K
877 nanobanana gargantuax/openskills
Nano Banana A single Python entrypoint for Gemini-native Nano Banana image generation and editing, with model aliases, strict option validation, batch runs, and custom endpoint support. Workflow Open references/config.md to choose environment variables and override order. Open references/models-and-api.md to pick the right Nano Banana tier and check model-specific constraints. Prefer gemini-3.1-flash-image-preview ( nanobanana-2 ) unless you need either the fastest low-cost default ( nanobanana ...
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878 taste-design google-labs-code/stitch-skills
Stitch Design Taste — Semantic Design System Skill Overview This skill generates DESIGN.md files optimized for Google Stitch screen generation. It translates the battle-tested anti-slop frontend engineering directives into Stitch's native semantic design language — descriptive, natural-language rules paired with precise values that Stitch's AI agent can interpret to produce premium, non-generic interfaces. The generated DESIGN.md serves as the single source of truth for prompting Stitch to gener...
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879 godot-gdscript-patterns wshobson/agents
Godot GDScript Patterns Production patterns for Godot 4.x game development with GDScript, covering architecture, signals, scenes, and optimization. When to Use This Skill Building games with Godot 4 Implementing game systems in GDScript Designing scene architecture Managing game state Optimizing GDScript performance Learning Godot best practices Core Concepts 1. Godot Architecture Node: Base building block ├── Scene: Reusable node tree (saved as .tscn) ├── Resource: Data container (saved as .tre...
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880 breakdown-plan github/awesome-copilot
GitHub Issue Planning & Project Automation Prompt Goal Act as a senior Project Manager and DevOps specialist with expertise in Agile methodology and GitHub project management. Your task is to take the complete set of feature artifacts (PRD, UX design, technical breakdown, testing plan) and generate a comprehensive GitHub project plan with automated issue creation, dependency linking, priority assignment, and Kanban-style tracking. GitHub Project Management Best Practices Agile Work Item Hierarch...
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881 the-news sfkislev/the-news
Overview This skill gives you access to the main headlines of many newspapers and news sites, across 20 countries, via a public API. The API has two modes: a live mode, updated in near real-time, and an archive mode that lets you fetch the headlines from a given moment in time. In both modes, the endpoint returns a JSON response with the main headline for each source, accompanied by AI-generated overviews to help you contextualize the raw output. The API is organized by country. A call for US he...
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882 gws-script-push googleworkspace/cli
script +push PREREQUISITE: Read ../gws-shared/SKILL.md for auth, global flags, and security rules. If missing, run gws generate-skills to create it. Upload local files to an Apps Script project Usage gws script +push --script < ID > Flags Flag Required Default Description --script ✓ — Script Project ID --dir — — Directory containing script files (defaults to current dir) Examples gws script +push --script SCRIPT_ID gws script +push --script SCRIPT_ID --dir ./src Tips Supports .gs, .js, .html, an...
 8.7K
883 planning-with-files-zh othmanadi/planning-with-files
Contains Hooks This skill uses Claude hooks which can execute code automatically in response to events. Review carefully before installing. 文件规划系统 像 Manus 一样工作：用持久化的 Markdown 文件作为你的「磁盘工作记忆」。 第一步：恢复上下文（v2.2.0） 在做任何事之前 ，检查规划文件是否存在并读取它们： 如果 task_plan.md 存在，立即读取 task_plan.md 、 progress.md 和 findings.md 。 然后检查上一个会话是否有未同步的上下文： Linux/macOS $( command -v python3 || command -v python ) ${CLAUDE_PLUGIN_ROOT} /scripts/session-catchup.py " $( pwd ) " Windows PowerShell & ( Get-Command python - ErrorAction...
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884 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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885 copilot-sdk github/awesome-copilot
GitHub Copilot SDK Embed Copilot's agentic workflows in any application using Python, TypeScript, Go, or .NET. Overview The GitHub Copilot SDK exposes the same engine behind Copilot CLI: a production-tested agent runtime you can invoke programmatically. No need to build your own orchestration - you define agent behavior, Copilot handles planning, tool invocation, file edits, and more. Prerequisites GitHub Copilot CLI installed and authenticated ( Installation guide ) Language runtime : Node.js 1...
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886 react-state-management wshobson/agents
React State Management Comprehensive guide to modern React state management patterns, from local component state to global stores and server state synchronization. When to Use This Skill Setting up global state management in a React app Choosing between Redux Toolkit, Zustand, or Jotai Managing server state with React Query or SWR Implementing optimistic updates Debugging state-related issues Migrating from legacy Redux to modern patterns Core Concepts 1. State Categories Type Description Soluti...
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887 prisma-client-api prisma/skills
Prisma Client API Reference Complete API reference for Prisma Client. This skill provides guidance on model queries, filtering, relations, and client methods for Prisma ORM 7.x. When to Apply Reference this skill when: Writing database queries with Prisma Client Performing CRUD operations (create, read, update, delete) Filtering and sorting data Working with relations Using transactions Configuring client options Rule Categories by Priority Priority Category Impact Prefix 1 Client Construction H...
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888 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...
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889 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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890 dataverse-python-advanced-patterns github/awesome-copilot
You are a Dataverse SDK for Python expert. Generate production-ready Python code that demonstrates: Error handling & retry logic — Catch DataverseError, check is_transient, implement exponential backoff. Batch operations — Bulk create/update/delete with proper error recovery. OData query optimization — Filter, select, orderby, expand, and paging with correct logical names. Table metadata — Create/inspect/delete custom tables with proper column type definitions (IntEnum for option sets). Configur...
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891 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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892 power-bi-report-design-consultation github/awesome-copilot
Power BI Report Visualization Designer You are a Power BI visualization and user experience expert specializing in creating effective, accessible, and engaging reports. Your role is to guide the design of reports that clearly communicate insights and enable data-driven decision making. Design Consultation Framework Initial Requirements Gathering Before recommending visualizations, understand the context: Business Context Assessment: □ What business problem are you trying to solve? □ Who is the t...
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893 add-educational-comments github/awesome-copilot
Add Educational Comments Add educational comments to code files so they become effective learning resources. When no file is provided, request one and offer a numbered list of close matches for quick selection. Role You are an expert educator and technical writer. You can explain programming topics to beginners, intermediate learners, and advanced practitioners. You adapt tone and detail to match the user's configured knowledge levels while keeping guidance encouraging and instructional. Provide...
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894 momentic-test momentic-ai/skills
Momentic test creation and maintenance agent (MCP) This is a workflow guide for creating and maintaining Momentic tests using the Momentic MCP tool suite (the momentic_* tools). Momentic is an end-to-end testing framework where each test is composed of browser interaction steps. Each step combines Momentic-specific behavior (AI checks, natural-language locators, ai actions, etc.) with Playwright capabilities wrapped in our YAML step schema. Use these together to build stable, maintainable tests....
 8.7K
895 momentic-result-classification momentic-ai/skills
Momentic result classification (MCP) Momentic is an end-to-end testing framework where each test is composed of browser interaction steps. Each step combines Momentic-specific behavior (AI checks, natural-language locators, ai actions, etc.) with Playwright capabilities wrapped in our YAML step schema. When these tests are run, they produce results data that can be used to analyze the outcome of the test. The results data contains metadata about the run as well as any assets generated by the run...
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896 breakdown-feature-implementation github/awesome-copilot
Feature Implementation Plan Prompt Goal Act as an industry-veteran software engineer responsible for crafting high-touch features for large-scale SaaS companies. Excel at creating detailed technical implementation plans for features based on a Feature PRD. Review the provided context and output a thorough, comprehensive implementation plan. Note: Do NOT write code in output unless it's pseudocode for technical situations. Output Format The output should be a complete implementation plan in Markd...
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897 java-refactoring-extract-method github/awesome-copilot
Refactoring Java Methods with Extract Method Role You are an expert in refactoring Java methods. Below are 2 examples (with titles code before and code after refactoring) that represents Extract Method . Code Before Refactoring 1: public FactLineBuilder setC_BPartner_ID_IfValid ( final int bpartnerId ) { assertNotBuild ( ) ; if ( bpartnerId > 0 ) { setC_BPartner_ID ( bpartnerId ) ; } return this ; } Code After Refactoring 1: public FactLineBuilder bpartnerIdIfNotNull ( final BPartnerId bpartnerI...
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898 breakdown-test github/awesome-copilot
Test Planning & Quality Assurance Prompt Goal Act as a senior Quality Assurance Engineer and Test Architect with expertise in ISTQB frameworks, ISO 25010 quality standards, and modern testing practices. Your task is to take feature artifacts (PRD, technical breakdown, implementation plan) and generate comprehensive test planning, task breakdown, and quality assurance documentation for GitHub project management. Quality Standards Framework ISTQB Framework Application Test Process Activities : Pla...
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899 prd-to-issues mattpocock/skills
PRD to Issues Break a PRD into independently-grabbable GitHub issues using vertical slices (tracer bullets). Process 1. Locate the PRD Ask the user for the PRD GitHub issue number (or URL). If the PRD is not already in your context window, fetch it with gh issue view <number> (with comments). 2. Explore the codebase (optional) If you have not already explored the codebase, do so to understand the current state of the code. 3. Draft vertical slices Break the PRD into tracer bullet issues. Each is...
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900 finnish-humanizer github/awesome-copilot
Finnish Humanizer <finnish_voice> Ennen kuin korjaat yhtään patternia, sisäistä miten suomalainen kirjoittaja ajattelee. Suoruus. Suomalainen sanoo asian ja siirtyy eteenpäin. Ei johdattelua, ei pehmentämistä, ei turhia kehyksiä. "Tämä ei toimi" on täysi lause. Lyhyys on voimaa. Lyhyt virke ei ole laiska — se on täsmällinen. Pitkä virke on perusteltava. Toisto on sallittu. Suomessa saman sanan käyttö kahdesti on normaalia. Englannin synonyymikierto ("utilize" → "employ" → "leverage") kuulostaa s...
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