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Merge branch 'staged' into agentic-workflows-staged

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Bruno Borges
2026-02-23 19:06:34 -05:00
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commit dbaa8f6e3c
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90
.github/plugin/marketplace.json vendored
View File

@@ -12,271 +12,271 @@
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3
docs/README.instructions.md
View File

@@ -54,9 +54,11 @@ Team and project-specific instructions to enhance GitHub Copilot's behavior for
| [Comprehensive Guide: Converting Spring Boot Cassandra Applications to use Azure Cosmos DB with Spring Data Cosmos (spring-data-cosmos)](../instructions/convert-cassandra-to-spring-data-cosmos.instructions.md)<br />[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fconvert-cassandra-to-spring-data-cosmos.instructions.md)<br />[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fconvert-cassandra-to-spring-data-cosmos.instructions.md) | Step-by-step guide for converting Spring Boot Cassandra applications to use Azure Cosmos DB with Spring Data Cosmos | | [Comprehensive Guide: Converting Spring Boot Cassandra Applications to use Azure Cosmos DB with Spring Data Cosmos (spring-data-cosmos)](../instructions/convert-cassandra-to-spring-data-cosmos.instructions.md)<br />[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fconvert-cassandra-to-spring-data-cosmos.instructions.md)<br />[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fconvert-cassandra-to-spring-data-cosmos.instructions.md) | Step-by-step guide for converting Spring Boot Cassandra applications to use Azure Cosmos DB with Spring Data Cosmos |
| [Containerization & Docker Best Practices](../instructions/containerization-docker-best-practices.instructions.md)<br />[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fcontainerization-docker-best-practices.instructions.md)<br />[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fcontainerization-docker-best-practices.instructions.md) | Comprehensive best practices for creating optimized, secure, and efficient Docker images and managing containers. Covers multi-stage builds, image layer optimization, security scanning, and runtime best practices. | | [Containerization & Docker Best Practices](../instructions/containerization-docker-best-practices.instructions.md)<br />[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fcontainerization-docker-best-practices.instructions.md)<br />[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fcontainerization-docker-best-practices.instructions.md) | Comprehensive best practices for creating optimized, secure, and efficient Docker images and managing containers. Covers multi-stage builds, image layer optimization, security scanning, and runtime best practices. |
| [Context Engineering](../instructions/context-engineering.instructions.md)<br />[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fcontext-engineering.instructions.md)<br />[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fcontext-engineering.instructions.md) | Guidelines for structuring code and projects to maximize GitHub Copilot effectiveness through better context management | | [Context Engineering](../instructions/context-engineering.instructions.md)<br />[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fcontext-engineering.instructions.md)<br />[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fcontext-engineering.instructions.md) | Guidelines for structuring code and projects to maximize GitHub Copilot effectiveness through better context management |
| [Context7-aware development](../instructions/context7.instructions.md)<br />[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fcontext7.instructions.md)<br />[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fcontext7.instructions.md) | Use Context7 for authoritative external docs and API references when local context is insufficient |
| [Convert Spring JPA project to Spring Data Cosmos](../instructions/convert-jpa-to-spring-data-cosmos.instructions.md)<br />[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fconvert-jpa-to-spring-data-cosmos.instructions.md)<br />[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fconvert-jpa-to-spring-data-cosmos.instructions.md) | Step-by-step guide for converting Spring Boot JPA applications to use Azure Cosmos DB with Spring Data Cosmos | | [Convert Spring JPA project to Spring Data Cosmos](../instructions/convert-jpa-to-spring-data-cosmos.instructions.md)<br />[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fconvert-jpa-to-spring-data-cosmos.instructions.md)<br />[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fconvert-jpa-to-spring-data-cosmos.instructions.md) | Step-by-step guide for converting Spring Boot JPA applications to use Azure Cosmos DB with Spring Data Cosmos |
| [Copilot Process tracking Instructions](../instructions/copilot-thought-logging.instructions.md)<br />[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fcopilot-thought-logging.instructions.md)<br />[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fcopilot-thought-logging.instructions.md) | See process Copilot is following where you can edit this to reshape the interaction or save when follow up may be needed | | [Copilot Process tracking Instructions](../instructions/copilot-thought-logging.instructions.md)<br />[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fcopilot-thought-logging.instructions.md)<br />[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fcopilot-thought-logging.instructions.md) | See process Copilot is following where you can edit this to reshape the interaction or save when follow up may be needed |
| [Copilot Prompt Files Guidelines](../instructions/prompt.instructions.md)<br />[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fprompt.instructions.md)<br />[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fprompt.instructions.md) | Guidelines for creating high-quality prompt files for GitHub Copilot | | [Copilot Prompt Files Guidelines](../instructions/prompt.instructions.md)<br />[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fprompt.instructions.md)<br />[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fprompt.instructions.md) | Guidelines for creating high-quality prompt files for GitHub Copilot |
| [Cpp Language Service Tools](../instructions/cpp-language-service-tools.instructions.md)<br />[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fcpp-language-service-tools.instructions.md)<br />[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fcpp-language-service-tools.instructions.md) | Tool specific coding standards and best practices |
| [Custom Agent File Guidelines](../instructions/agents.instructions.md)<br />[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fagents.instructions.md)<br />[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fagents.instructions.md) | Guidelines for creating custom agent files for GitHub Copilot | | [Custom Agent File Guidelines](../instructions/agents.instructions.md)<br />[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fagents.instructions.md)<br />[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fagents.instructions.md) | Guidelines for creating custom agent files for GitHub Copilot |
| [Custom Instructions File Guidelines](../instructions/instructions.instructions.md)<br />[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Finstructions.instructions.md)<br />[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Finstructions.instructions.md) | Guidelines for creating high-quality custom instruction files for GitHub Copilot | | [Custom Instructions File Guidelines](../instructions/instructions.instructions.md)<br />[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Finstructions.instructions.md)<br />[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Finstructions.instructions.md) | Guidelines for creating high-quality custom instruction files for GitHub Copilot |
| [Dart and Flutter](../instructions/dart-n-flutter.instructions.md)<br />[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fdart-n-flutter.instructions.md)<br />[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fdart-n-flutter.instructions.md) | Instructions for writing Dart and Flutter code following the official recommendations. | | [Dart and Flutter](../instructions/dart-n-flutter.instructions.md)<br />[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fdart-n-flutter.instructions.md)<br />[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fdart-n-flutter.instructions.md) | Instructions for writing Dart and Flutter code following the official recommendations. |
@@ -144,6 +146,7 @@ Team and project-specific instructions to enhance GitHub Copilot's behavior for
| [Power Platform MCP Custom Connector Development](../instructions/power-platform-mcp-development.instructions.md)<br />[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fpower-platform-mcp-development.instructions.md)<br />[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fpower-platform-mcp-development.instructions.md) | Instructions for developing Power Platform custom connectors with Model Context Protocol (MCP) integration for Microsoft Copilot Studio | | [Power Platform MCP Custom Connector Development](../instructions/power-platform-mcp-development.instructions.md)<br />[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fpower-platform-mcp-development.instructions.md)<br />[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fpower-platform-mcp-development.instructions.md) | Instructions for developing Power Platform custom connectors with Model Context Protocol (MCP) integration for Microsoft Copilot Studio |
| [PowerShell Cmdlet Development Guidelines](../instructions/powershell.instructions.md)<br />[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fpowershell.instructions.md)<br />[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fpowershell.instructions.md) | PowerShell cmdlet and scripting best practices based on Microsoft guidelines | | [PowerShell Cmdlet Development Guidelines](../instructions/powershell.instructions.md)<br />[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fpowershell.instructions.md)<br />[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fpowershell.instructions.md) | PowerShell cmdlet and scripting best practices based on Microsoft guidelines |
| [PowerShell Pester v5 Testing Guidelines](../instructions/powershell-pester-5.instructions.md)<br />[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fpowershell-pester-5.instructions.md)<br />[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fpowershell-pester-5.instructions.md) | PowerShell Pester testing best practices based on Pester v5 conventions | | [PowerShell Pester v5 Testing Guidelines](../instructions/powershell-pester-5.instructions.md)<br />[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fpowershell-pester-5.instructions.md)<br />[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fpowershell-pester-5.instructions.md) | PowerShell Pester testing best practices based on Pester v5 conventions |
| [Project Context](../instructions/moodle.instructions.md)<br />[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fmoodle.instructions.md)<br />[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fmoodle.instructions.md) | Instructions for GitHub Copilot to generate code in a Moodle project context. |
| [Python Coding Conventions](../instructions/python.instructions.md)<br />[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fpython.instructions.md)<br />[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fpython.instructions.md) | Python coding conventions and guidelines | | [Python Coding Conventions](../instructions/python.instructions.md)<br />[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fpython.instructions.md)<br />[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fpython.instructions.md) | Python coding conventions and guidelines |
| [Python MCP Server Development](../instructions/python-mcp-server.instructions.md)<br />[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fpython-mcp-server.instructions.md)<br />[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fpython-mcp-server.instructions.md) | Instructions for building Model Context Protocol (MCP) servers using the Python SDK | | [Python MCP Server Development](../instructions/python-mcp-server.instructions.md)<br />[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fpython-mcp-server.instructions.md)<br />[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fpython-mcp-server.instructions.md) | Instructions for building Model Context Protocol (MCP) servers using the Python SDK |
| [Quarkus](../instructions/quarkus.instructions.md)<br />[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fquarkus.instructions.md)<br />[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fquarkus.instructions.md) | Quarkus development standards and instructions | | [Quarkus](../instructions/quarkus.instructions.md)<br />[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fquarkus.instructions.md)<br />[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fquarkus.instructions.md) | Quarkus development standards and instructions |

1
docs/README.prompts.md
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@@ -31,6 +31,7 @@ Ready-to-use prompt templates for specific development scenarios and tasks, defi
| [Azure Cosmos DB NoSQL Data Modeling Expert System Prompt](../prompts/cosmosdb-datamodeling.prompt.md)<br />[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/prompt?url=vscode%3Achat-prompt%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fprompts%2Fcosmosdb-datamodeling.prompt.md)<br />[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/prompt?url=vscode-insiders%3Achat-prompt%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fprompts%2Fcosmosdb-datamodeling.prompt.md) | 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 | | [Azure Cosmos DB NoSQL Data Modeling Expert System Prompt](../prompts/cosmosdb-datamodeling.prompt.md)<br />[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/prompt?url=vscode%3Achat-prompt%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fprompts%2Fcosmosdb-datamodeling.prompt.md)<br />[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/prompt?url=vscode-insiders%3Achat-prompt%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fprompts%2Fcosmosdb-datamodeling.prompt.md) | 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 |
| [Azure Cost Optimize](../prompts/az-cost-optimize.prompt.md)<br />[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/prompt?url=vscode%3Achat-prompt%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fprompts%2Faz-cost-optimize.prompt.md)<br />[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/prompt?url=vscode-insiders%3Achat-prompt%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fprompts%2Faz-cost-optimize.prompt.md) | Analyze Azure resources used in the app (IaC files and/or resources in a target rg) and optimize costs - creating GitHub issues for identified optimizations. | | [Azure Cost Optimize](../prompts/az-cost-optimize.prompt.md)<br />[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/prompt?url=vscode%3Achat-prompt%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fprompts%2Faz-cost-optimize.prompt.md)<br />[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/prompt?url=vscode-insiders%3Achat-prompt%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fprompts%2Faz-cost-optimize.prompt.md) | Analyze Azure resources used in the app (IaC files and/or resources in a target rg) and optimize costs - creating GitHub issues for identified optimizations. |
| [Azure Resource Health & Issue Diagnosis](../prompts/azure-resource-health-diagnose.prompt.md)<br />[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/prompt?url=vscode%3Achat-prompt%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fprompts%2Fazure-resource-health-diagnose.prompt.md)<br />[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/prompt?url=vscode-insiders%3Achat-prompt%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fprompts%2Fazure-resource-health-diagnose.prompt.md) | Analyze Azure resource health, diagnose issues from logs and telemetry, and create a remediation plan for identified problems. | | [Azure Resource Health & Issue Diagnosis](../prompts/azure-resource-health-diagnose.prompt.md)<br />[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/prompt?url=vscode%3Achat-prompt%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fprompts%2Fazure-resource-health-diagnose.prompt.md)<br />[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/prompt?url=vscode-insiders%3Achat-prompt%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fprompts%2Fazure-resource-health-diagnose.prompt.md) | Analyze Azure resource health, diagnose issues from logs and telemetry, and create a remediation plan for identified problems. |
| [BigQuery Pipeline Audit: Cost, Safety and Production Readiness](../prompts/bigquery-pipeline-audit.prompt.md)<br />[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/prompt?url=vscode%3Achat-prompt%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fprompts%2Fbigquery-pipeline-audit.prompt.md)<br />[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/prompt?url=vscode-insiders%3Achat-prompt%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fprompts%2Fbigquery-pipeline-audit.prompt.md) | Audits Python + BigQuery pipelines for cost safety, idempotency, and production readiness. Returns a structured report with exact patch locations. |
| [Boost Prompt](../prompts/boost-prompt.prompt.md)<br />[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/prompt?url=vscode%3Achat-prompt%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fprompts%2Fboost-prompt.prompt.md)<br />[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/prompt?url=vscode-insiders%3Achat-prompt%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fprompts%2Fboost-prompt.prompt.md) | Interactive prompt refinement workflow: interrogates scope, deliverables, constraints; copies final markdown to clipboard; never writes code. Requires the Joyride extension. | | [Boost Prompt](../prompts/boost-prompt.prompt.md)<br />[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/prompt?url=vscode%3Achat-prompt%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fprompts%2Fboost-prompt.prompt.md)<br />[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/prompt?url=vscode-insiders%3Achat-prompt%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fprompts%2Fboost-prompt.prompt.md) | Interactive prompt refinement workflow: interrogates scope, deliverables, constraints; copies final markdown to clipboard; never writes code. Requires the Joyride extension. |
| [C# Async Programming Best Practices](../prompts/csharp-async.prompt.md)<br />[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/prompt?url=vscode%3Achat-prompt%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fprompts%2Fcsharp-async.prompt.md)<br />[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/prompt?url=vscode-insiders%3Achat-prompt%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fprompts%2Fcsharp-async.prompt.md) | Get best practices for C# async programming | | [C# Async Programming Best Practices](../prompts/csharp-async.prompt.md)<br />[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/prompt?url=vscode%3Achat-prompt%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fprompts%2Fcsharp-async.prompt.md)<br />[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/prompt?url=vscode-insiders%3Achat-prompt%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fprompts%2Fcsharp-async.prompt.md) | Get best practices for C# async programming |
| [C# Documentation Best Practices](../prompts/csharp-docs.prompt.md)<br />[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/prompt?url=vscode%3Achat-prompt%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fprompts%2Fcsharp-docs.prompt.md)<br />[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/prompt?url=vscode-insiders%3Achat-prompt%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fprompts%2Fcsharp-docs.prompt.md) | Ensure that C# types are documented with XML comments and follow best practices for documentation. | | [C# Documentation Best Practices](../prompts/csharp-docs.prompt.md)<br />[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/prompt?url=vscode%3Achat-prompt%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fprompts%2Fcsharp-docs.prompt.md)<br />[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/prompt?url=vscode-insiders%3Achat-prompt%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fprompts%2Fcsharp-docs.prompt.md) | Ensure that C# types are documented with XML comments and follow best practices for documentation. |

1
docs/README.skills.md
View File

@@ -36,6 +36,7 @@ Skills differ from other primitives by supporting bundled assets (scripts, code
| [copilot-sdk](../skills/copilot-sdk/SKILL.md) | Build agentic applications with GitHub Copilot SDK. Use when embedding AI agents in apps, creating custom tools, implementing streaming responses, managing sessions, connecting to MCP servers, or creating custom agents. Triggers on Copilot SDK, GitHub SDK, agentic app, embed Copilot, programmable agent, MCP server, custom agent. | None | | [copilot-sdk](../skills/copilot-sdk/SKILL.md) | Build agentic applications with GitHub Copilot SDK. Use when embedding AI agents in apps, creating custom tools, implementing streaming responses, managing sessions, connecting to MCP servers, or creating custom agents. Triggers on Copilot SDK, GitHub SDK, agentic app, embed Copilot, programmable agent, MCP server, custom agent. | None |
| [copilot-usage-metrics](../skills/copilot-usage-metrics/SKILL.md) | Retrieve and display GitHub Copilot usage metrics for organizations and enterprises using the GitHub CLI and REST API. | `get-enterprise-metrics.sh`<br />`get-enterprise-user-metrics.sh`<br />`get-org-metrics.sh`<br />`get-org-user-metrics.sh` | | [copilot-usage-metrics](../skills/copilot-usage-metrics/SKILL.md) | Retrieve and display GitHub Copilot usage metrics for organizations and enterprises using the GitHub CLI and REST API. | `get-enterprise-metrics.sh`<br />`get-enterprise-user-metrics.sh`<br />`get-org-metrics.sh`<br />`get-org-user-metrics.sh` |
| [create-web-form](../skills/create-web-form/SKILL.md) | Create robust, accessible web forms with best practices for HTML structure, CSS styling, JavaScript interactivity, form validation, and server-side processing. Use when asked to "create a form", "build a web form", "add a contact form", "make a signup form", or when building any HTML form with data handling. Covers PHP and Python backends, MySQL database integration, REST APIs, XML data exchange, accessibility (ARIA), and progressive web apps. | `references/accessibility.md`<br />`references/aria-form-role.md`<br />`references/css-styling.md`<br />`references/form-basics.md`<br />`references/form-controls.md`<br />`references/form-data-handling.md`<br />`references/html-form-elements.md`<br />`references/html-form-example.md`<br />`references/hypertext-transfer-protocol.md`<br />`references/javascript.md`<br />`references/php-cookies.md`<br />`references/php-forms.md`<br />`references/php-json.md`<br />`references/php-mysql-database.md`<br />`references/progressive-web-app.md`<br />`references/python-as-web-framework.md`<br />`references/python-contact-form.md`<br />`references/python-flask-app.md`<br />`references/python-flask.md`<br />`references/security.md`<br />`references/styling-web-forms.md`<br />`references/web-api.md`<br />`references/web-performance.md`<br />`references/xml.md` | | [create-web-form](../skills/create-web-form/SKILL.md) | Create robust, accessible web forms with best practices for HTML structure, CSS styling, JavaScript interactivity, form validation, and server-side processing. Use when asked to "create a form", "build a web form", "add a contact form", "make a signup form", or when building any HTML form with data handling. Covers PHP and Python backends, MySQL database integration, REST APIs, XML data exchange, accessibility (ARIA), and progressive web apps. | `references/accessibility.md`<br />`references/aria-form-role.md`<br />`references/css-styling.md`<br />`references/form-basics.md`<br />`references/form-controls.md`<br />`references/form-data-handling.md`<br />`references/html-form-elements.md`<br />`references/html-form-example.md`<br />`references/hypertext-transfer-protocol.md`<br />`references/javascript.md`<br />`references/php-cookies.md`<br />`references/php-forms.md`<br />`references/php-json.md`<br />`references/php-mysql-database.md`<br />`references/progressive-web-app.md`<br />`references/python-as-web-framework.md`<br />`references/python-contact-form.md`<br />`references/python-flask-app.md`<br />`references/python-flask.md`<br />`references/security.md`<br />`references/styling-web-forms.md`<br />`references/web-api.md`<br />`references/web-performance.md`<br />`references/xml.md` |
| [entra-agent-user](../skills/entra-agent-user/SKILL.md) | Create Agent Users in Microsoft Entra ID from Agent Identities, enabling AI agents to act as digital workers with user identity capabilities in Microsoft 365 and Azure environments. | None |
| [excalidraw-diagram-generator](../skills/excalidraw-diagram-generator/SKILL.md) | Generate Excalidraw diagrams from natural language descriptions. Use when asked to "create a diagram", "make a flowchart", "visualize a process", "draw a system architecture", "create a mind map", or "generate an Excalidraw file". Supports flowcharts, relationship diagrams, mind maps, and system architecture diagrams. Outputs .excalidraw JSON files that can be opened directly in Excalidraw. | `references/element-types.md`<br />`references/excalidraw-schema.md`<br />`scripts/.gitignore`<br />`scripts/README.md`<br />`scripts/add-arrow.py`<br />`scripts/add-icon-to-diagram.py`<br />`scripts/split-excalidraw-library.py`<br />`templates/business-flow-swimlane-template.excalidraw`<br />`templates/class-diagram-template.excalidraw`<br />`templates/data-flow-diagram-template.excalidraw`<br />`templates/er-diagram-template.excalidraw`<br />`templates/flowchart-template.excalidraw`<br />`templates/mindmap-template.excalidraw`<br />`templates/relationship-template.excalidraw`<br />`templates/sequence-diagram-template.excalidraw` | | [excalidraw-diagram-generator](../skills/excalidraw-diagram-generator/SKILL.md) | Generate Excalidraw diagrams from natural language descriptions. Use when asked to "create a diagram", "make a flowchart", "visualize a process", "draw a system architecture", "create a mind map", or "generate an Excalidraw file". Supports flowcharts, relationship diagrams, mind maps, and system architecture diagrams. Outputs .excalidraw JSON files that can be opened directly in Excalidraw. | `references/element-types.md`<br />`references/excalidraw-schema.md`<br />`scripts/.gitignore`<br />`scripts/README.md`<br />`scripts/add-arrow.py`<br />`scripts/add-icon-to-diagram.py`<br />`scripts/split-excalidraw-library.py`<br />`templates/business-flow-swimlane-template.excalidraw`<br />`templates/class-diagram-template.excalidraw`<br />`templates/data-flow-diagram-template.excalidraw`<br />`templates/er-diagram-template.excalidraw`<br />`templates/flowchart-template.excalidraw`<br />`templates/mindmap-template.excalidraw`<br />`templates/relationship-template.excalidraw`<br />`templates/sequence-diagram-template.excalidraw` |
| [fabric-lakehouse](../skills/fabric-lakehouse/SKILL.md) | Use this skill to get context about Fabric Lakehouse and its features for software systems and AI-powered functions. It offers descriptions of Lakehouse data components, organization with schemas and shortcuts, access control, and code examples. This skill supports users in designing, building, and optimizing Lakehouse solutions using best practices. | `references/getdata.md`<br />`references/pyspark.md` | | [fabric-lakehouse](../skills/fabric-lakehouse/SKILL.md) | Use this skill to get context about Fabric Lakehouse and its features for software systems and AI-powered functions. It offers descriptions of Lakehouse data components, organization with schemas and shortcuts, access control, and code examples. This skill supports users in designing, building, and optimizing Lakehouse solutions using best practices. | `references/getdata.md`<br />`references/pyspark.md` |
| [finnish-humanizer](../skills/finnish-humanizer/SKILL.md) | Detect and remove AI-generated markers from Finnish text, making it sound like a native Finnish speaker wrote it. Use when asked to "humanize", "naturalize", or "remove AI feel" from Finnish text, or when editing .md/.txt files containing Finnish content. Identifies 26 patterns (12 Finnish-specific + 14 universal) and 4 style markers. | `references/patterns.md` | | [finnish-humanizer](../skills/finnish-humanizer/SKILL.md) | Detect and remove AI-generated markers from Finnish text, making it sound like a native Finnish speaker wrote it. Use when asked to "humanize", "naturalize", or "remove AI feel" from Finnish text, or when editing .md/.txt files containing Finnish content. Identifies 26 patterns (12 Finnish-specific + 14 universal) and 4 style markers. | `references/patterns.md` |

62
eng/clean-materialized-plugins.mjs Normal file
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@@ -0,0 +1,62 @@
#!/usr/bin/env node
import fs from "fs";
import path from "path";
import { ROOT_FOLDER } from "./constants.mjs";
const PLUGINS_DIR = path.join(ROOT_FOLDER, "plugins");
const MATERIALIZED_DIRS = ["agents", "commands", "skills"];
function cleanPlugin(pluginPath) {
let removed = 0;
for (const subdir of MATERIALIZED_DIRS) {
const target = path.join(pluginPath, subdir);
if (fs.existsSync(target) && fs.statSync(target).isDirectory()) {
const count = countFiles(target);
fs.rmSync(target, { recursive: true, force: true });
removed += count;
console.log(` Removed ${path.basename(pluginPath)}/${subdir}/ (${count} files)`);
}
}
return removed;
}
function countFiles(dir) {
let count = 0;
for (const entry of fs.readdirSync(dir, { withFileTypes: true })) {
if (entry.isDirectory()) {
count += countFiles(path.join(dir, entry.name));
} else {
count++;
}
}
return count;
}
function main() {
console.log("Cleaning materialized files from plugins...\n");
if (!fs.existsSync(PLUGINS_DIR)) {
console.error(`Error: plugins directory not found at ${PLUGINS_DIR}`);
process.exit(1);
}
const pluginDirs = fs.readdirSync(PLUGINS_DIR, { withFileTypes: true })
.filter(entry => entry.isDirectory())
.map(entry => entry.name)
.sort();
let total = 0;
for (const dirName of pluginDirs) {
total += cleanPlugin(path.join(PLUGINS_DIR, dirName));
}
console.log();
if (total === 0) {
console.log("✅ No materialized files found. Plugins are already clean.");
} else {
console.log(`✅ Removed ${total} materialized file(s) from plugins.`);
}
}
main();

2
eng/generate-marketplace.mjs
View File

@@ -57,7 +57,7 @@ function generateMarketplace() {
if (metadata) { if (metadata) {
plugins.push({ plugins.push({
name: metadata.name, name: metadata.name,
source: `./plugins/${dirName}`, source: dirName,
description: metadata.description, description: metadata.description,
version: metadata.version || "1.0.0" version: metadata.version || "1.0.0"
}); });

106
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@@ -0,0 +1,106 @@
---
description: 'Use Context7 for authoritative external docs and API references when local context is insufficient'
applyTo: '**'
---
# Context7-aware development
Use Context7 proactively whenever the task depends on **authoritative, current, version-specific external documentation** that is not present in the workspace context.
This instruction exists so you **do not require the user to type** “use context7” to get up-to-date docs.
## When to use Context7
Use Context7 before making decisions or writing code when you need any of the following:
- **Framework/library API details** (method signatures, configuration keys, expected behaviors).
- **Version-sensitive guidance** (breaking changes, deprecations, new defaults).
- **Correctness or security-critical patterns** (auth flows, crypto usage, deserialization rules).
- **Interpreting unfamiliar error messages** that likely come from third-party tools.
- **Best-practice implementation constraints** (rate limits, quotas, required headers, supported formats).
Also use Context7 when:
- The user references **a specific framework/library version** (e.g., “Next.js 15”, “React 19”, “AWS SDK v3”).
- You’re about to recommend **non-trivial configuration** (CLI flags, config files, auth flows).
- You’re unsure whether an API exists, changed names, or got deprecated.
Skip Context7 for:
- Purely local refactors, formatting, naming, or logic that is fully derivable from the repo.
- Language fundamentals (no external APIs involved).
## What to fetch
When using Context7, prefer **primary sources** and narrow queries:
- Official docs (vendor/framework documentation)
- Reference/API pages
- Release notes / migration guides
- Security advisories (when relevant)
Gather only what you need to proceed. If multiple candidates exist, pick the most authoritative/current.
Prefer fetching:
- The exact method/type/option you will use
- The minimal surrounding context needed to avoid misuse (constraints, default behaviors, migration notes)
## How to incorporate results
- Translate findings into concrete code/config changes.
- **Cite sources** with title + URL when the decision relies on external facts.
- If docs conflict or are ambiguous, present the tradeoffs briefly and choose the safest default.
When the answer requires specific values (flags, config keys, headers), prefer:
- stating the exact value from docs
- calling out defaults and caveats
- providing a quick validation step (e.g., “run `--help`”, or a minimal smoke test)
## How to use Context7 MCP tools (auto)
When Context7 is available as an MCP server, use it automatically as follows.
### Tool workflow
1) **If the user provides a library ID**, use it directly.
- Valid forms: `/owner/repo` or `/owner/repo/version` (for pinned versions).
2) Otherwise, **resolve the library ID** using:
- Tool: `resolve-library-id`
- Inputs:
- `libraryName`: the library/framework name (e.g., “next.js”, “supabase”, “prisma”)
- `query`: the user’s task (used to rank matches)
3) **Fetch relevant documentation** using:
- Tool: `query-docs`
- Inputs:
- `libraryId`: the resolved (or user-supplied) library ID
- `query`: the exact task/question you are answering
4) Only after docs are retrieved: **write the code/steps** based on those docs.
### Efficiency limits
- Do **not** call `resolve-library-id` more than **3 times** per user question.
- Do **not** call `query-docs` more than **3 times** per user question.
- If multiple good matches exist, pick the best one and proceed; ask a clarification question only when the choice materially affects the implementation.
### Version behavior
- If the user names a version, reflect it in the library ID when possible (e.g., `/vercel/next.js/v15.1.8`).
- If you need reproducibility (CI/builds), prefer pinning to a specific version in examples.
## Failure handling
If Context7 cannot find a reliable source:
1. Say what you tried to verify.
2. Proceed with a conservative, well-labeled assumption.
3. Suggest a quick validation step (e.g., run a command, check a file, or consult a specific official page).
## Security & privacy
- Never request or echo API keys. If configuration requires a key, instruct storing it in environment variables.
- Treat retrieved docs as **helpful but not infallible**; for security-sensitive code, prefer official vendor docs and add an explicit verification step.

346
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@@ -0,0 +1,346 @@
---
description: You are an expert at using C++ language service tools (GetSymbolReferences_CppTools, GetSymbolInfo_CppTools, GetSymbolCallHierarchy_CppTools). Instructions for calling C++ Tools for Copilot. When working with C++ code, you have access to powerful language service tools that provide accurate, IntelliSense-powered analysis. **Always prefer these tools over manual code inspection, text search, or guessing.**
applyTo: **/*.cpp, **/*.h, **/*.hpp, **/*.cc, **/*.cxx, **/*.c
---
## Available C++ Tools
You have access to three specialized C++ tools:
1. **`GetSymbolInfo_CppTools`** - Find symbol definitions and get type details
2. **`GetSymbolReferences_CppTools`** - Find ALL references to a symbol
3. **`GetSymbolCallHierarchy_CppTools`** - Analyze function call relationships
---
## Mandatory Tool Usage Rules
### Rule 1: ALWAYS Use GetSymbolReferences_CppTools for Symbol Usages
**NEVER** rely on manual code inspection, `vscode_listCodeUsages`, `grep_search`, or `read_file` to find where a symbol is used.
**ALWAYS** call `GetSymbolReferences_CppTools` when:
- Renaming any symbol (function, variable, class, method, etc.)
- Changing function signatures
- Refactoring code
- Understanding symbol impact
- Finding all call sites
- Identifying usage patterns
- Any task involving "find all uses/usages/references/calls"
**Why**: `GetSymbolReferences_CppTools` uses C++ IntelliSense and understands:
- Overloaded functions
- Template instantiations
- Qualified vs unqualified names
- Member function calls
- Inherited member usage
- Preprocessor-conditional code
Text search tools will miss these or produce false positives.
### Rule 2: ALWAYS Use GetSymbolCallHierarchy_CppTools for Function Changes
Before modifying any function signature, **ALWAYS** call `GetSymbolCallHierarchy_CppTools` with `callsFrom=false` to find all callers.
**Examples**:
- Adding/removing function parameters
- Changing parameter types
- Changing return types
- Making functions virtual
- Converting to template functions
**Why**: This ensures you update ALL call sites, not just the ones you can see.
### Rule 3: ALWAYS Use GetSymbolInfo_CppTools to Understand Symbols
Before working with unfamiliar code, **ALWAYS** call `GetSymbolInfo_CppTools` to:
- Find where a symbol is defined
- Understand class/struct memory layout
- Get type information
- Locate declarations
**NEVER** assume you know what a symbol is without checking.
---
## Parameter Usage Guidelines
### Symbol Names
- **ALWAYS REQUIRED**: Provide the symbol name
- Can be unqualified (`MyFunction`), partially qualified (`MyClass::MyMethod`), or fully qualified (`MyNamespace::MyClass::MyMethod`)
- If you have a line number, the symbol should match what appears on that line
### File Paths
- **STRONGLY PREFERRED**: Always provide absolute file paths when available
- ✅ Good: `C:\Users\Project\src\main.cpp`
- ❌ Avoid: `src\main.cpp` (requires resolution, may fail)
- If you have access to a file path, include it
- If working with user-specified files, use their exact path
### Line Numbers
- **CRITICAL**: Line numbers are 1-based, NOT 0-based
- **MANDATORY WORKFLOW** when you need a line number:
1. First call `read_file` to search for the symbol
2. Locate the symbol in the output
3. Note the EXACT line number from the output
4. VERIFY the line contains the symbol
5. Only then call the C++ tool with that line number
- **NEVER** guess or estimate line numbers
- If you don't have a line number, omit it - the tools will find the symbol
### Minimal Information Strategy
Start with minimal information and add more only if needed:
1. **First attempt**: Symbol name only
2. **If ambiguous**: Symbol name + file path
3. **If still ambiguous**: Symbol name + file path + line number (after using `read_file`)
---
## Common Workflows
### Renaming a Symbol
```
CORRECT workflow:
1. Call GetSymbolReferences_CppTools with symbol name (and file path if available)
2. Review ALL references returned
3. Update symbol at definition location
4. Update symbol at ALL reference locations
INCORRECT workflow:
❌ Using vscode_listCodeUsages or grep_search to find usages
❌ Manually inspecting a few files
❌ Assuming you know all the usages
```
### Changing a Function Signature
```
CORRECT workflow:
1. Call GetSymbolInfo_CppTools to locate the function definition
2. Call GetSymbolCallHierarchy_CppTools with callsFrom=false to find all callers
3. Call GetSymbolReferences_CppTools to catch any additional references (function pointers, etc.)
4. Update function definition
5. Update ALL call sites with new signature
INCORRECT workflow:
❌ Changing the function without finding callers
❌ Only updating visible call sites
❌ Using text search to find calls
```
### Understanding Unfamiliar Code
```
CORRECT workflow:
1. Call GetSymbolInfo_CppTools on key types/functions to understand definitions
3. Call GetSymbolCallHierarchy_CppTools with callsFrom=true to understand what a function does
4. Call GetSymbolCallHierarchy_CppTools with callsFrom=false to understand where a function is used
INCORRECT workflow:
❌ Reading code manually without tool assistance
❌ Making assumptions about symbol meanings
❌ Skipping hierarchy analysis
```
### Analyzing Function Dependencies
```
CORRECT workflow:
1. Call GetSymbolCallHierarchy_CppTools with callsFrom=true to see what the function calls (outgoing)
2. Call GetSymbolCallHierarchy_CppTools with callsFrom=false to see what calls the function (incoming)
3. Use this to understand code flow and dependencies
INCORRECT workflow:
❌ Manually reading through function body
❌ Guessing at call patterns
```
---
## Error Handling and Recovery
### When You Get an Error Message
**All error messages contain specific recovery instructions. ALWAYS follow them exactly.**
#### "Symbol name is not valid" Error
```
Error: "The symbol name is not valid: it is either empty or null. Find a valid symbol name. Then call the [tool] tool again"
Recovery:
1. Ensure you provided a non-empty symbol name
2. Check that the symbol name is spelled correctly
3. Retry with valid symbol name
```
#### "File could not be found" Error
```
Error: "A file could not be found at the specified path. Compute the absolute path to the file. Then call the [tool] tool again."
Recovery:
1. Convert relative path to absolute path
2. Verify file exists in the workspace
3. Use exact path from user or file system
4. Retry with absolute path
```
#### "No results found" Message
```
Message: "No results found for the symbol '[symbol_name]'."
This is NOT an error - it means:
- The symbol exists and was found
- But it has no references/calls/hierarchy (depending on tool)
- This is valid information - report it to the user
```
---
## Tool Selection Decision Tree
**Question: Do I need to find where a symbol is used/called/referenced?**
- ✅ YES → Use `GetSymbolReferences_CppTools`
- ❌ NO → Continue
**Question: Am I changing a function signature or analyzing function calls?**
- ✅ YES → Use `GetSymbolCallHierarchy_CppTools`
- Finding callers? → `callsFrom=false`
- Finding what it calls? → `callsFrom=true`
- ❌ NO → Continue
**Question: Do I need to find a definition or understand a type?**
- ✅ YES → Use `GetSymbolInfo_CppTools`
- ❌ NO → You may not need a C++ tool for this task
---
## Critical Reminders
### DO:
- ✅ Call `GetSymbolReferences_CppTools` for ANY symbol usage search
- ✅ Call `GetSymbolCallHierarchy_CppTools` before function signature changes
- ✅ Use `read_file` to find line numbers before specifying them
- ✅ Provide absolute file paths when available
- ✅ Follow error message instructions exactly
- ✅ Trust tool results over manual inspection
- ✅ Use minimal parameters first, add more if needed
- ✅ Remember line numbers are 1-based
### DO NOT:
- ❌ Use `vscode_listCodeUsages`, `grep_search`, or `read_file` to find symbol usages
- ❌ Manually inspect code to find references
- ❌ Guess line numbers
- ❌ Assume symbol uniqueness without checking
- ❌ Ignore error messages
- ❌ Skip tool usage to save time
- ❌ Use 0-based line numbers
- ❌ Batch multiple unrelated symbol operations
- ❌ Make changes without finding all affected locations
---
## Examples of Correct Usage
### Example 1: User asks to rename a function
```
User: "Rename the function ProcessData to HandleData"
CORRECT response:
1. Call GetSymbolReferences_CppTools("ProcessData")
2. Review all reference locations
3. Update function definition
4. Update all call sites shown in results
5. Confirm all changes made
INCORRECT response:
❌ Using grep_search to find "ProcessData"
❌ Only updating files the user mentioned
❌ Assuming you found all usages manually
```
### Example 2: User asks to add a parameter to a function
```
User: "Add a parameter 'bool verbose' to the LogMessage function"
CORRECT response:
1. Call GetSymbolInfo_CppTools("LogMessage") to find definition
2. Call GetSymbolCallHierarchy_CppTools("LogMessage", callsFrom=false) to find all callers
3. Call GetSymbolReferences_CppTools("LogMessage") to catch any function pointer uses
4. Update function definition
5. Update ALL call sites with new parameter
INCORRECT response:
❌ Only updating the definition
❌ Updating only obvious call sites
❌ Not using call_hierarchy tool
```
### Example 3: User asks to understand a function
```
User: "What does the Initialize function do?"
CORRECT response:
1. Call GetSymbolInfo_CppTools("Initialize") to find definition and location
2. Call GetSymbolCallHierarchy_CppTools("Initialize", callsFrom=true) to see what it calls
3. Read the function implementation
4. Explain based on code + call hierarchy
INCORRECT response:
❌ Only reading the function body
❌ Not checking what it calls
❌ Guessing at behavior
```
---
## Performance and Best Practices
### Efficient Tool Usage
- Call tools in parallel when analyzing multiple independent symbols
- Use file paths to speed up symbol resolution
- Provide context to narrow searches
### Iterative Refinement
- If first tool call is ambiguous, add file path
- If still ambiguous, use `read_file` to find exact line
- Tools are designed for iteration
### Understanding Results
- **Empty results are valid**: "No results found" means the symbol has no references/calls
- **Multiple results are common**: C++ has overloading, templates, namespaces
- **Trust the tools**: IntelliSense knows C++ semantics better than text search
---
## Integration with Other Tools
### When to use read_file
- **ONLY** for finding line numbers before calling C++ tools
- **ONLY** for reading implementation details after locating symbols
- **NEVER** for finding symbol usages (use `GetSymbolReferences_CppTools` instead)
### When to use vscode_listCodeUsages/grep_search
- Finding string literals or comments
- Searching non-C++ files
- Pattern matching in configuration files
- **NEVER** for finding C++ symbol usages
### When to use semantic_search
- Finding code based on conceptual queries
- Locating relevant files in large codebases
- Understanding project structure
- **Then** use C++ tools for precise symbol analysis
---
## Summary
**The golden rule**: When working with C++ code, think "tool first, manual inspection later."
1. **Symbol usages?** → `GetSymbolReferences_CppTools`
2. **Function calls?** → `GetSymbolCallHierarchy_CppTools`
3. **Symbol definition?** → `GetSymbolInfo_CppTools`
These tools are your primary interface to C++ code understanding. Use them liberally and often. They are fast, accurate, and understand C++ semantics that text search cannot capture.
**Your success metric**: Did I use the right C++ tool for every symbol-related task?

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---
applyTo: '**/*.php, **/*.js, **/*.mustache, **/*.xml, **/*.css, **/*.scss'
description: 'Instructions for GitHub Copilot to generate code in a Moodle project context.'
---
# Project Context
This repository contains a Moodle project. Ensure that any generated code is compatible with the specific Moodle version used in this project (for example, Moodle 3.11, 4.1 LTS, or later).
It includes:
- Plugin development (local, block, mod, auth, enrol, tool, etc.)
- Theme customization
- CLI scripts
- Integrations with external services using the Moodle API
# Code Standards
- Follow the official Moodle Coding guidelines: https://moodledev.io/general/development/policies/codingstyle
- PHP must be compatible with the core version (e.g., PHP 7.4 / 8.0 / 8.1).
- Do not use modern syntax that is not supported by core if it breaks compatibility.
- Class naming must use Moodle namespaces.
- Follow Moodle’s standard plugin directory layout (for example: classes/output, classes/form, db/, lang/, templates/…).
- Mandatory use of Moodle security functions:
- `$DB` with SQL placeholders
- `require_login()`, `require_capability()`
- Parameters handled with `required_param()` / `optional_param()`
# Code Generation Rules
- When creating new PHP classes in plugins, use the Moodle component (Frankenstyle) namespace that matches the plugin's component name, e.g. `local_myplugin`, `mod_forum`, `block_mycatalog`, `tool_mytool`.
- In plugins, always respect the structure:
- /db
- /lang
- /classes
- /templates
- /version.php
- /settings.php
- /lib.php (only if necessary)
- Use renderers and Mustache templates for HTML. Do not mix HTML inside PHP.
- In JavaScript code, use AMD modules, not inline scripts.
- Prefer Moodle API functions over manual code whenever possible.
- Do not invent Moodle functions that do not exist.
# Examples of What Copilot Should Be Able to Answer
- "Generate a basic local plugin with version.php, settings.php, and lib.php."
- "Create a new table in db/install.xml and an upgrade script in db/upgrade.php."
- "Generate a Moodle form using moodleform."
- "Create a renderer with Mustache to display a table."
# Expected Style
- Clear and specific answers in the Moodle context.
- Always include files with full paths.
- If there are multiple ways to do something, use the approach recommended by Moodle.

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"plugin:create": "node ./eng/create-plugin.mjs", "plugin:create": "node ./eng/create-plugin.mjs",
"skill:validate": "node ./eng/validate-skills.mjs", "skill:validate": "node ./eng/validate-skills.mjs",
"skill:create": "node ./eng/create-skill.mjs", "skill:create": "node ./eng/create-skill.mjs",
"plugin:clean": "node ./eng/clean-materialized-plugins.mjs",
"plugin:generate-marketplace": "node ./eng/generate-marketplace.mjs", "plugin:generate-marketplace": "node ./eng/generate-marketplace.mjs",
"website:data": "node ./eng/generate-website-data.mjs", "website:data": "node ./eng/generate-website-data.mjs",
"website:dev": "npm run website:data && npm run --prefix website dev", "website:dev": "npm run website:data && npm run --prefix website dev",

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---
agent: 'agent'
tools: ['search/codebase', 'edit/editFiles', 'search']
description: 'Audits Python + BigQuery pipelines for cost safety, idempotency, and production readiness. Returns a structured report with exact patch locations.'
---
# BigQuery Pipeline Audit: Cost, Safety and Production Readiness
You are a senior data engineer reviewing a Python + BigQuery pipeline script.
Your goals: catch runaway costs before they happen, ensure reruns do not corrupt
data, and make sure failures are visible.
Analyze the codebase and respond in the structure below (A to F + Final).
Reference exact function names and line locations. Suggest minimal fixes, not
rewrites.
---
## A) COST EXPOSURE: What will actually get billed?
Locate every BigQuery job trigger (`client.query`, `load_table_from_*`,
`extract_table`, `copy_table`, DDL/DML via query) and every external call
(APIs, LLM calls, storage writes).
For each, answer:
- Is this inside a loop, retry block, or async gather?
- What is the realistic worst-case call count?
- For each `client.query`, is `QueryJobConfig.maximum_bytes_billed` set?
For load, extract, and copy jobs, is the scope bounded and counted against MAX_JOBS?
- Is the same SQL and params being executed more than once in a single run?
Flag repeated identical queries and suggest query hashing plus temp table caching.
**Flag immediately if:**
- Any BQ query runs once per date or once per entity in a loop
- Worst-case BQ job count exceeds 20
- `maximum_bytes_billed` is missing on any `client.query` call
---
## B) DRY RUN AND EXECUTION MODES
Verify a `--mode` flag exists with at least `dry_run` and `execute` options.
- `dry_run` must print the plan and estimated scope with zero billed BQ execution
(BigQuery dry-run estimation via job config is allowed) and zero external API or LLM calls
- `execute` requires explicit confirmation for prod (`--env=prod --confirm`)
- Prod must not be the default environment
If missing, propose a minimal `argparse` patch with safe defaults.
---
## C) BACKFILL AND LOOP DESIGN
**Hard fail if:** the script runs one BQ query per date or per entity in a loop.
Check that date-range backfills use one of:
1. A single set-based query with `GENERATE_DATE_ARRAY`
2. A staging table loaded with all dates then one join query
3. Explicit chunks with a hard `MAX_CHUNKS` cap
Also check:
- Is the date range bounded by default (suggest 14 days max without `--override`)?
- If the script crashes mid-run, is it safe to re-run without double-writing?
- For backdated simulations, verify data is read from time-consistent snapshots
(`FOR SYSTEM_TIME AS OF`, partitioned as-of tables, or dated snapshot tables).
Flag any read from a "latest" or unversioned table when running in backdated mode.
Suggest a concrete rewrite if the current approach is row-by-row.
---
## D) QUERY SAFETY AND SCAN SIZE
For each query, check:
- **Partition filter** is on the raw column, not `DATE(ts)`, `CAST(...)`, or
any function that prevents pruning
- **No `SELECT *`**: only columns actually used downstream
- **Joins will not explode**: verify join keys are unique or appropriately scoped
and flag any potential many-to-many
- **Expensive operations** (`REGEXP`, `JSON_EXTRACT`, UDFs) only run after
partition filtering, not on full table scans
Provide a specific SQL fix for any query that fails these checks.
---
## E) SAFE WRITES AND IDEMPOTENCY
Identify every write operation. Flag plain `INSERT`/append with no dedup logic.
Each write should use one of:
1. `MERGE` on a deterministic key (e.g., `entity_id + date + model_version`)
2. Write to a staging table scoped to the run, then swap or merge into final
3. Append-only with a dedupe view:
`QUALIFY ROW_NUMBER() OVER (PARTITION BY <key>) = 1`
Also check:
- Will a re-run create duplicate rows?
- Is the write disposition (`WRITE_TRUNCATE` vs `WRITE_APPEND`) intentional
and documented?
- Is `run_id` being used as part of the merge or dedupe key? If so, flag it.
`run_id` should be stored as a metadata column, not as part of the uniqueness
key, unless you explicitly want multi-run history.
State the recommended approach and the exact dedup key for this codebase.
---
## F) OBSERVABILITY: Can you debug a failure?
Verify:
- Failures raise exceptions and abort with no silent `except: pass` or warn-only
- Each BQ job logs: job ID, bytes processed or billed when available,
slot milliseconds, and duration
- A run summary is logged or written at the end containing:
`run_id, env, mode, date_range, tables written, total BQ jobs, total bytes`
- `run_id` is present and consistent across all log lines
If `run_id` is missing, propose a one-line fix:
`run_id = run_id or datetime.utcnow().strftime('%Y%m%dT%H%M%S')`
---
## Final
**1. PASS / FAIL** with specific reasons per section (A to F).
**2. Patch list** ordered by risk, referencing exact functions to change.
**3. If FAIL: Top 3 cost risks** with a rough worst-case estimate
(e.g., "loop over 90 dates x 3 retries = 270 BQ jobs").

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---
name: entra-agent-user
description: 'Create Agent Users in Microsoft Entra ID from Agent Identities, enabling AI agents to act as digital workers with user identity capabilities in Microsoft 365 and Azure environments.'
---
# SKILL: Creating Agent Users in Microsoft Entra Agent ID
## Overview
An **agent user** is a specialized user identity in Microsoft Entra ID that enables AI agents to act as digital workers. It allows agents to access APIs and services that strictly require user identities (e.g., Exchange mailboxes, Teams, org charts), while maintaining appropriate security boundaries.
Agent users receive tokens with `idtyp=user`, unlike regular agent identities which receive `idtyp=app`.
---
## Prerequisites
- A **Microsoft Entra tenant** with Agent ID capabilities
- An **agent identity** (service principal of type `ServiceIdentity`) created from an **agent identity blueprint**
- One of the following **permissions**:
- `AgentIdUser.ReadWrite.IdentityParentedBy` (least privileged)
- `AgentIdUser.ReadWrite.All`
- `User.ReadWrite.All`
- The caller must have at minimum the **Agent ID Administrator** role (in delegated scenarios)
> **Important:** The `identityParentId` must reference a true agent identity (created via an agent identity blueprint), NOT a regular application service principal. You can verify by checking that the service principal has `@odata.type: #microsoft.graph.agentIdentity` and `servicePrincipalType: ServiceIdentity`.
---
## Architecture
```
Agent Identity Blueprint (application template)
│
├── Agent Identity (service principal - ServiceIdentity)
│ │
│ └── Agent User (user - agentUser) ← 1:1 relationship
│
└── Agent Identity Blueprint Principal (service principal in tenant)
```
| Component | Type | Token Claim | Purpose |
|---|---|---|---|
| Agent Identity | Service Principal | `idtyp=app` | Backend/API operations |
| Agent User | User (`agentUser`) | `idtyp=user` | Act as a digital worker in M365 |
---
## Step 1: Verify the Agent Identity Exists
Before creating an agent user, confirm the agent identity is a proper `agentIdentity` type:
```http
GET https://graph.microsoft.com/beta/servicePrincipals/{agent-identity-id}
Authorization: Bearer <token>
```
Verify the response contains:
```json
{
"@odata.type": "#microsoft.graph.agentIdentity",
"servicePrincipalType": "ServiceIdentity",
"agentIdentityBlueprintId": "<blueprint-id>"
}
```
### PowerShell
```powershell
Connect-MgGraph -Scopes "Application.Read.All" -TenantId "<tenant>" -UseDeviceCode -NoWelcome
Invoke-MgGraphRequest -Method GET `
-Uri "https://graph.microsoft.com/beta/servicePrincipals/<agent-identity-id>" | ConvertTo-Json -Depth 3
```
> **Common mistake:** Using an app registration's `appId` or a regular application service principal's `id` will fail. Only agent identities created from blueprints work.
---
## Step 2: Create the Agent User
### HTTP Request
```http
POST https://graph.microsoft.com/beta/users/microsoft.graph.agentUser
Content-Type: application/json
Authorization: Bearer <token>
{
"accountEnabled": true,
"displayName": "My Agent User",
"mailNickname": "my-agent-user",
"userPrincipalName": "my-agent-user@yourtenant.onmicrosoft.com",
"identityParentId": "<agent-identity-object-id>"
}
```
### Required Properties
| Property | Type | Description |
|---|---|---|
| `accountEnabled` | Boolean | `true` to enable the account |
| `displayName` | String | Human-friendly name |
| `mailNickname` | String | Mail alias (no spaces/special chars) |
| `userPrincipalName` | String | UPN — must be unique in the tenant (`alias@verified-domain`) |
| `identityParentId` | String | Object ID of the parent agent identity |
### PowerShell
```powershell
Connect-MgGraph -Scopes "User.ReadWrite.All" -TenantId "<tenant>" -UseDeviceCode -NoWelcome
$body = @{
accountEnabled = $true
displayName = "My Agent User"
mailNickname = "my-agent-user"
userPrincipalName = "my-agent-user@yourtenant.onmicrosoft.com"
identityParentId = "<agent-identity-object-id>"
} | ConvertTo-Json
Invoke-MgGraphRequest -Method POST `
-Uri "https://graph.microsoft.com/beta/users/microsoft.graph.agentUser" `
-Body $body -ContentType "application/json" | ConvertTo-Json -Depth 3
```
### Key Notes
- **No password** — agent users cannot have passwords. They authenticate via their parent agent identity's credentials.
- **1:1 relationship** — each agent identity can have at most one agent user. Attempting to create a second returns `400 Bad Request`.
- The `userPrincipalName` must be unique. Don't reuse an existing user's UPN.
---
## Step 3: Assign a Manager (Optional)
Assigning a manager allows the agent user to appear in org charts (e.g., Teams).
```http
PUT https://graph.microsoft.com/beta/users/{agent-user-id}/manager/$ref
Content-Type: application/json
Authorization: Bearer <token>
{
"@odata.id": "https://graph.microsoft.com/beta/users/{manager-user-id}"
}
```
### PowerShell
```powershell
$managerBody = '{"@odata.id":"https://graph.microsoft.com/beta/users/<manager-user-id>"}'
Invoke-MgGraphRequest -Method PUT `
-Uri "https://graph.microsoft.com/beta/users/<agent-user-id>/manager/`$ref" `
-Body $managerBody -ContentType "application/json"
```
---
## Step 4: Set Usage Location and Assign Licenses (Optional)
A license is needed for the agent user to have a mailbox, Teams presence, etc. Usage location must be set first.
### Set Usage Location
```http
PATCH https://graph.microsoft.com/beta/users/{agent-user-id}
Content-Type: application/json
Authorization: Bearer <token>
{
"usageLocation": "US"
}
```
### List Available Licenses
```http
GET https://graph.microsoft.com/beta/subscribedSkus?$select=skuPartNumber,skuId,consumedUnits,prepaidUnits
Authorization: Bearer <token>
```
Requires `Organization.Read.All` permission.
### Assign a License
```http
POST https://graph.microsoft.com/beta/users/{agent-user-id}/assignLicense
Content-Type: application/json
Authorization: Bearer <token>
{
"addLicenses": [
{ "skuId": "<sku-id>" }
],
"removeLicenses": []
}
```
### PowerShell (all in one)
```powershell
Connect-MgGraph -Scopes "User.ReadWrite.All","Organization.Read.All" -TenantId "<tenant>" -NoWelcome
# Set usage location
Invoke-MgGraphRequest -Method PATCH `
-Uri "https://graph.microsoft.com/beta/users/<agent-user-id>" `
-Body '{"usageLocation":"US"}' -ContentType "application/json"
# Assign license
$licenseBody = '{"addLicenses":[{"skuId":"<sku-id>"}],"removeLicenses":[]}'
Invoke-MgGraphRequest -Method POST `
-Uri "https://graph.microsoft.com/beta/users/<agent-user-id>/assignLicense" `
-Body $licenseBody -ContentType "application/json"
```
> **Tip:** You can also assign licenses via the **Entra admin center** under Identity → Users → All users → select the agent user → Licenses and apps.
---
## Provisioning Times
| Service | Estimated Time |
|---|---|
| Exchange mailbox | 5–30 minutes |
| Teams availability | 15 min – 24 hours |
| Org chart / People search | Up to 24–48 hours |
| SharePoint / OneDrive | 5–30 minutes |
| Global Address List | Up to 24 hours |
---
## Agent User Capabilities
- ✅ Added to Microsoft Entra groups (including dynamic groups)
- ✅ Access user-only APIs (`idtyp=user` tokens)
- ✅ Own a mailbox, calendar, and contacts
- ✅ Participate in Teams chats and channels
- ✅ Appear in org charts and People search
- ✅ Added to administrative units
- ✅ Assigned licenses
## Agent User Security Constraints
- ❌ Cannot have passwords, passkeys, or interactive sign-in
- ❌ Cannot be assigned privileged admin roles
- ❌ Cannot be added to role-assignable groups
- ❌ Permissions similar to guest users by default
- ❌ Custom role assignment not available
---
## Troubleshooting
| Error | Cause | Fix |
|---|---|---|
| `Agent user IdentityParent does not exist` | `identityParentId` points to a non-existent or non-agent-identity object | Verify the ID is an `agentIdentity` service principal, not a regular app |
| `400 Bad Request` (identityParentId already linked) | The agent identity already has an agent user | Each agent identity supports only one agent user |
| `409 Conflict` on UPN | The `userPrincipalName` is already taken | Use a unique UPN |
| License assignment fails | Usage location not set | Set `usageLocation` before assigning licenses |
---
## References
- [Agent identities](https://learn.microsoft.com/en-us/entra/agent-id/identity-platform/agent-identities)
- [Agent users](https://learn.microsoft.com/en-us/entra/agent-id/identity-platform/agent-users)
- [Agent service principals](https://learn.microsoft.com/en-us/entra/agent-id/identity-platform/agent-service-principals)
- [Create agent identity blueprint](https://learn.microsoft.com/en-us/entra/agent-id/identity-platform/create-blueprint)
- [Create agent identities](https://learn.microsoft.com/en-us/entra/agent-id/identity-platform/create-delete-agent-identities)
- [agentUser resource type (Graph API)](https://learn.microsoft.com/en-us/graph/api/resources/agentuser?view=graph-rest-beta)
- [Create agentUser (Graph API)](https://learn.microsoft.com/en-us/graph/api/agentuser-post?view=graph-rest-beta)