jcasnellie69

Retrieve and display GitHub Copilot usage metrics for organizations and enterprises using the GitHub CLI and REST API.

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Create a new implementation plan file for new features, refactoring existing code or upgrading packages, design, architecture or infrastructure.

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Create an llms.txt file from scratch based on repository structure following the llms.txt specification at https://llmstxt.org/

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Create Spring Boot Kotlin Project Skeleton

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Get best practices for NUnit unit testing, including data-driven tests

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Generate Python SDK setup + CRUD + bulk + paging snippets using official patterns.

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Review the C#/.NET code for design pattern implementation and suggest improvements.

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Use when creating, editing, or generating draw.io diagram files (.drawio, .drawio.svg, .drawio.png). Covers mxGraph XML authoring, shape libraries, style strings, flowcharts, system architecture, sequence diagrams, ER diagrams, UML class diagrams, network topology, layout strategy, the hediet.vscode-drawio VS Code extension, and the full agent workflow from request to a ready-to-open file.

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Step-by-step guide for capturing key application requirements for NoSQL use-case and produce Azure Cosmos DB Data NoSQL Model design using best practices and common patterns, artifacts_produced: "cosmosdb_requirements.md" file and "cosmosdb_data_model.md" file

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Create a draft pull request for the current session. Use when the user wants to open a draft PR with the session's changes.

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Create a formal specification for an existing GitHub Actions CI/CD workflow, optimized for AI consumption and workflow maintenance.

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Create GitHub Issue for feature request from specification file using feature_request.yml template.

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Create GitHub Issues from implementation plan phases using feature_request.yml or chore_request.yml templates.

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Create GitHub Issues for unimplemented requirements from specification files using feature_request.yml template.

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Create a README.md file for the project

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Create time-boxed technical spike documents for researching and resolving critical development decisions before implementation.

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Discovers all projects in a .NET solution, classifies each for Oracle-to-PostgreSQL migration eligibility, and produces a persistent master migration plan. Use when starting a multi-project Oracle-to-PostgreSQL migration, creating a migration inventory, or assessing which .NET projects contain Oracle dependencies.

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Creates integration test cases for .NET data access artifacts during Oracle-to-PostgreSQL database migrations. Generates DB-agnostic xUnit tests with deterministic seed data that validate behavior consistency across both database systems. Use when creating integration tests for a migrated project, generating test coverage for data access layers, or writing Oracle-to-PostgreSQL migration validation tests.

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Get best practices for C# async programming

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Generate a complete MCP server project in C# with tools, prompts, and proper configuration

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Get best practices for MSTest 3.x/4.x unit testing, including modern assertion APIs and data-driven tests

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Get best practices for XUnit unit testing, including data-driven tests

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Prepare for tomorrow's meetings and tasks. Pulls calendar from Outlook via WorkIQ, cross-references open tasks and workspace context, classifies meetings, detects conflicts and day-fit issues, finds learning and deep-work slots, and generates a structured HTML prep file with productivity recommendations.

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Credit risk data cleaning and variable screening pipeline for pre-loan modeling. Use when working with raw credit data that needs quality assessment, missing value analysis, or variable selection before modeling. it covers data loading and formatting, abnormal period filtering, missing rate calculation, high-missing variable removal,low-IV variable filtering, high-PSI variable removal, Null Importance denoising, high-correlation variable removal, and cleaning report generation. Applicable scenarios arecredit risk data cleaning, variable screening, pre-loan modeling preprocessing.

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