{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"vscode-ms-azuretools-vscode-azure-github-copilot","slug":"github-copilot-for-azure","name":"GitHub Copilot for Azure","type":"extension","url":"https://marketplace.visualstudio.com/items?itemName=ms-azuretools.vscode-azure-github-copilot","page_url":"https://unfragile.ai/github-copilot-for-azure","categories":["code-editors"],"tags":["agent","Azure","chat","chat-participant","copilot","github-copilot","language-model-tools","tools"],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"vscode-ms-azuretools-vscode-azure-github-copilot__cap_0","uri":"capability://code.generation.editing.azure.infrastructure.as.code.generation.with.multi.format.support","name":"azure infrastructure-as-code generation with multi-format support","description":"Generates deployment-ready infrastructure code in Bicep, Terraform, and Docker formats by analyzing project context and Azure service requirements. The azure-prepare skill leverages the GitHub Copilot LLM to synthesize infrastructure templates alongside azure.yaml configuration files, enabling developers to scaffold complete deployment pipelines without manual IaC authoring. Integration with VS Code's file system allows real-time generation directly into the workspace.","intents":["Generate Bicep or Terraform templates for my Azure infrastructure without writing IaC from scratch","Create Dockerfile and deployment configuration files alongside infrastructure code","Bootstrap azure.yaml configuration for Azure Developer CLI workflows","Scaffold infrastructure templates that match my project's technology stack"],"best_for":["Teams migrating existing applications to Azure without IaC expertise","Solo developers building proof-of-concept Azure deployments quickly","Organizations standardizing on Bicep or Terraform for infrastructure management"],"limitations":["Generated code requires manual review and validation before production deployment","No version control or rollback mechanism for generated templates within the extension","Template generation quality depends on project context clarity — ambiguous requirements may produce suboptimal IaC","Does not support custom IaC frameworks beyond Bicep, Terraform, and Docker"],"requires":["GitHub Copilot subscription (chat/agent mode access)","VS Code 1.80+ with GitHub Copilot extension installed","Azure CLI (az command) or Azure Developer CLI (azd) for deployment execution","Azure subscription with appropriate permissions for resource deployment"],"input_types":["natural language descriptions of infrastructure requirements","project source code context (inferred from workspace files)","existing azure.yaml or infrastructure files for reference"],"output_types":["Bicep template files (.bicep)","Terraform configuration files (.tf)","Dockerfile","azure.yaml configuration","deployment parameter files"],"categories":["code-generation-editing","infrastructure-as-code"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-ms-azuretools-vscode-azure-github-copilot__cap_1","uri":"capability://code.generation.editing.pre.deployment.infrastructure.validation.and.error.detection","name":"pre-deployment infrastructure validation and error detection","description":"Validates infrastructure-as-code files, deployment configurations, and azure.yaml manifests before execution via the azure-validate skill. The validation engine analyzes Bicep, Terraform, and deployment configurations for syntax errors, missing required parameters, resource conflicts, and Azure service compatibility issues. Integration with GitHub Copilot's reasoning capabilities enables contextual error explanations and remediation suggestions directly in the chat interface.","intents":["Catch infrastructure configuration errors before deploying to Azure","Validate Bicep and Terraform files for syntax and semantic correctness","Identify missing or misconfigured Azure service dependencies","Get AI-powered explanations and fixes for deployment validation failures"],"best_for":["DevOps teams implementing infrastructure validation gates in development workflows","Developers new to Bicep or Terraform seeking real-time validation feedback","Organizations reducing failed deployments through pre-flight validation"],"limitations":["Validation occurs at parse/syntax level and semantic level — does not perform runtime behavior simulation","Cannot validate Azure service quotas or subscription-level limits without live Azure API calls","Error messages depend on GitHub Copilot's reasoning quality — complex multi-service interactions may produce incomplete diagnostics","No integration with Azure Policy or custom organizational validation rules"],"requires":["GitHub Copilot subscription","VS Code 1.80+","Valid Bicep, Terraform, or azure.yaml files in workspace","Azure CLI or Azure Developer CLI for advanced validation (optional)"],"input_types":["Bicep template files (.bicep)","Terraform configuration files (.tf)","azure.yaml deployment manifests","Azure Resource Manager (ARM) templates (JSON)"],"output_types":["validation error reports (text)","remediation suggestions (text)","configuration correction recommendations"],"categories":["code-generation-editing","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-ms-azuretools-vscode-azure-github-copilot__cap_2","uri":"capability://automation.workflow.automated.azure.deployment.execution.with.built.in.error.recovery","name":"automated azure deployment execution with built-in error recovery","description":"Executes Azure deployments via the azure-deploy skill using Azure Developer CLI (azd up, azd deploy), Terraform (terraform apply), or Azure CLI (az deployment) commands with integrated error handling and recovery logic. The skill monitors deployment execution, captures errors, and leverages GitHub Copilot's reasoning to suggest recovery actions or configuration adjustments. Deployment state and logs are accessible within the chat interface for real-time troubleshooting.","intents":["Deploy infrastructure to Azure directly from VS Code without switching to terminal","Automatically recover from common deployment failures with AI-suggested fixes","Monitor deployment progress and access logs within the chat interface","Execute multi-step deployment workflows (prepare → validate → deploy) in sequence"],"best_for":["Solo developers and small teams deploying to Azure without dedicated DevOps infrastructure","Organizations automating deployment workflows within developer IDEs","Teams using Azure Developer CLI or Terraform for infrastructure management"],"limitations":["Deployment execution requires valid Azure credentials configured locally — extension does not manage authentication","Error recovery suggestions are AI-generated and may not address all failure modes (e.g., quota exceeded, permission denied)","No rollback capability — failed deployments require manual intervention or separate rollback commands","Deployment logs are streamed to chat interface, not persisted to external logging systems","Cannot execute deployments across multiple Azure subscriptions or tenants without manual credential switching"],"requires":["GitHub Copilot subscription","VS Code 1.80+","Azure CLI (az) or Azure Developer CLI (azd) installed and in system PATH","Azure credentials configured (via az login or azd auth login)","Valid infrastructure files (Bicep, Terraform, or azure.yaml) in workspace","Azure subscription with appropriate RBAC permissions for resource creation"],"input_types":["Bicep templates","Terraform configurations","azure.yaml deployment manifests","Azure Resource Manager templates"],"output_types":["deployment execution logs (text)","error messages and diagnostics","recovery suggestions (text)","deployment status updates"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-ms-azuretools-vscode-azure-github-copilot__cap_3","uri":"capability://search.retrieval.azure.resource.graph.querying.with.natural.language.interface","name":"azure resource graph querying with natural language interface","description":"Provides natural language access to Azure Resource Graph via the #azure_query_azure_resource_graph tool, enabling developers to query existing Azure resources without writing KQL (Kusto Query Language) syntax. The tool translates natural language questions about Azure resources into Resource Graph queries and returns structured results. Integration with GitHub Copilot's chat interface allows follow-up questions and result filtering without manual query refinement.","intents":["Query my Azure resources by describing what I'm looking for in natural language","Find resources matching specific criteria (e.g., 'all VMs in production tagged with cost-center-123')","Discover resource configurations and properties without writing KQL queries","Analyze resource inventory and dependencies across subscriptions"],"best_for":["Developers unfamiliar with KQL seeking ad-hoc Azure resource queries","Teams auditing resource inventory and compliance across Azure subscriptions","DevOps engineers discovering resource configurations for troubleshooting"],"limitations":["Natural language translation to KQL may produce incorrect or incomplete queries for complex resource relationships","Query results are limited by Azure Resource Graph API rate limits and query timeout constraints","Cannot query resources across Azure tenants without separate authentication context","No persistent query history or saved query management within the extension","Results are returned as text/structured data in chat — no integration with external analytics or BI tools"],"requires":["GitHub Copilot subscription","VS Code 1.80+","Azure credentials configured with read permissions on target subscriptions","Azure subscription(s) containing resources to query"],"input_types":["natural language descriptions of resource queries","resource type names (e.g., 'virtual machines', 'storage accounts')","tag names and values for filtering"],"output_types":["structured resource data (JSON or table format)","resource properties and metadata","query results as text"],"categories":["search-retrieval","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-ms-azuretools-vscode-azure-github-copilot__cap_4","uri":"capability://search.retrieval.net.project.template.discovery.and.filtering","name":".net project template discovery and filtering","description":"Provides programmatic access to .NET project templates via two tools: #azure_dotnet_template_tags (retrieves available template tags) and #azure_get_dotnet_templates_for_tag (lists templates matching specified tags). Developers query available templates by category (e.g., 'web', 'api', 'function') and receive template metadata including descriptions, dependencies, and scaffolding instructions. Integration with GitHub Copilot chat enables guided template selection and project initialization.","intents":["Discover .NET project templates suitable for my Azure workload","Filter templates by category or technology stack (e.g., 'ASP.NET Core API templates')","Get template descriptions and scaffolding instructions without leaving VS Code","Initialize new .NET projects with Azure-optimized templates"],"best_for":["Developers new to .NET or Azure seeking project templates","Teams standardizing on template-based project initialization","Organizations building internal .NET template catalogs"],"limitations":["Template discovery is limited to pre-indexed .NET templates — custom or third-party templates not discoverable","Template metadata is static and may not reflect latest versions or dependencies","No integration with dotnet CLI for direct template installation — developers must manually run dotnet new commands","Template filtering is tag-based only — no full-text search or advanced filtering options"],"requires":["GitHub Copilot subscription","VS Code 1.80+",".NET SDK installed (for template installation via dotnet CLI)"],"input_types":["template tag names (e.g., 'web', 'api', 'function')","natural language template descriptions"],"output_types":["template metadata (name, description, tags)","template scaffolding instructions","dotnet CLI commands for template initialization"],"categories":["search-retrieval","code-generation-editing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-ms-azuretools-vscode-azure-github-copilot__cap_5","uri":"capability://text.generation.language.chat.based.azure.task.assistance.with.azure.mention","name":"chat-based azure task assistance with @azure mention","description":"Provides conversational Azure development assistance via the @azure mention in GitHub Copilot chat, enabling developers to ask questions about Azure services, deployment strategies, and development best practices. The @azure chat participant routes questions to Azure-specific knowledge and tools, synthesizing responses from GitHub Copilot's training data and available Azure tools (Resource Graph queries, template discovery, skill execution). Responses include code examples, configuration guidance, and links to Azure documentation.","intents":["Ask questions about Azure services and how to use them in my project","Get recommendations for Azure architecture patterns and best practices","Troubleshoot Azure deployment or configuration issues conversationally","Receive code examples and configuration snippets for Azure services"],"best_for":["Developers new to Azure seeking guidance without leaving VS Code","Teams documenting Azure architecture decisions and rationale","Solo developers troubleshooting Azure issues without dedicated support"],"limitations":["Responses are generated by GitHub Copilot's LLM and may contain outdated or inaccurate Azure service information","No real-time access to Azure service status or pricing — responses reflect training data only","Chat context is limited to current conversation — no persistent knowledge base or previous conversation history","Cannot provide personalized recommendations based on existing Azure resource configurations without explicit context sharing"],"requires":["GitHub Copilot subscription","VS Code 1.80+ with GitHub Copilot Chat extension"],"input_types":["natural language questions about Azure services","code snippets or configuration files for analysis","descriptions of Azure architecture or deployment scenarios"],"output_types":["conversational responses (text)","code examples and snippets","configuration recommendations","links to Azure documentation"],"categories":["text-generation-language","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-ms-azuretools-vscode-azure-github-copilot__cap_6","uri":"capability://tool.use.integration.global.and.workspace.scoped.skill.installation.and.management","name":"global and workspace-scoped skill installation and management","description":"Manages Azure skill installation across two scopes: global (home directory, all workspaces) and local (workspace-specific, .agents/skills/ directory). Skills are installed via command palette commands (@azure: Install Azure Skills Globally, @azure: Install Azure Skills Locally) and automatically loaded on extension activation. Local skills override global skills, enabling workspace-specific customization. Uninstallation removes global skills automatically; local skills require manual file deletion.","intents":["Install Azure skills globally to use across all my VS Code workspaces","Install workspace-specific Azure skills for project-specific workflows","Manage skill versions and updates across development environments","Customize Azure skills for team-specific deployment or validation rules"],"best_for":["Teams managing consistent Azure development tooling across workspaces","Organizations with project-specific deployment or validation requirements","Developers maintaining multiple Azure projects with different skill configurations"],"limitations":["No version control or dependency management for skills — manual updates required","Local skill overrides are file-based only — no merge or conflict resolution for skill customization","Skill installation requires manual command palette invocation — no automated provisioning or IaC for skill management","No skill marketplace or discovery mechanism — custom skills must be manually authored or sourced","Uninstallation of global skills is automatic, but local skills require manual file deletion from .agents/skills/"],"requires":["GitHub Copilot subscription","VS Code 1.80+","Write permissions to home directory (global installation) or workspace directory (local installation)"],"input_types":["command palette invocation","skill configuration files (local installation)"],"output_types":["skill installation status (toast notifications)","loaded skills available in @azure chat"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-ms-azuretools-vscode-azure-github-copilot__cap_7","uri":"capability://automation.workflow.multi.step.deployment.workflow.orchestration","name":"multi-step deployment workflow orchestration","description":"Orchestrates end-to-end Azure deployment workflows by chaining azure-prepare, azure-validate, and azure-deploy skills in sequence. Developers invoke workflows via @azure chat, and the extension manages skill execution order, error handling between steps, and context propagation. Workflow state (generated infrastructure, validation results, deployment logs) is maintained within the chat session, enabling developers to review and modify outputs at each step before proceeding.","intents":["Execute complete deployment workflows (generate → validate → deploy) without manual step orchestration","Review and modify infrastructure code before validation and deployment","Recover from workflow failures by re-running specific steps with corrected inputs","Document deployment decisions and configurations within the chat interface"],"best_for":["Teams implementing standardized deployment processes within VS Code","Solo developers deploying applications to Azure with minimal manual intervention","Organizations reducing deployment errors through guided, sequential workflows"],"limitations":["Workflow execution is sequential only — no parallel step execution or conditional branching","Workflow state is ephemeral (chat session only) — no persistence across VS Code sessions","No rollback or undo capability — failed deployments require manual recovery","Workflow customization requires manual skill modification — no declarative workflow configuration","Error recovery between steps is AI-suggested only — developers must manually approve and execute recovery actions"],"requires":["GitHub Copilot subscription","VS Code 1.80+","All prerequisites for azure-prepare, azure-validate, and azure-deploy skills"],"input_types":["natural language workflow invocation (e.g., 'deploy my app to Azure')","project context (source code, configuration files)"],"output_types":["generated infrastructure code","validation results","deployment logs and status"],"categories":["automation-workflow","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":51,"verified":false,"data_access_risk":"high","permissions":["GitHub Copilot subscription (chat/agent mode access)","VS Code 1.80+ with GitHub Copilot extension installed","Azure CLI (az command) or Azure Developer CLI (azd) for deployment execution","Azure subscription with appropriate permissions for resource deployment","GitHub Copilot subscription","VS Code 1.80+","Valid Bicep, Terraform, or azure.yaml files in workspace","Azure CLI or Azure Developer CLI for advanced validation (optional)","Azure CLI (az) or Azure Developer CLI (azd) installed and in system PATH","Azure credentials configured (via az login or azd auth login)"],"failure_modes":["Generated code requires manual review and validation before production deployment","No version control or rollback mechanism for generated templates within the extension","Template generation quality depends on project context clarity — ambiguous requirements may produce suboptimal IaC","Does not support custom IaC frameworks beyond Bicep, Terraform, and Docker","Validation occurs at parse/syntax level and semantic level — does not perform runtime behavior simulation","Cannot validate Azure service quotas or subscription-level limits without live Azure API calls","Error messages depend on GitHub Copilot's reasoning quality — complex multi-service interactions may produce incomplete diagnostics","No integration with Azure Policy or custom organizational validation rules","Deployment execution requires valid Azure credentials configured locally — extension does not manage authentication","Error recovery suggestions are AI-generated and may not address all failure modes (e.g., quota exceeded, permission denied)","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.83,"quality":0.41,"ecosystem":0.35000000000000003,"match_graph":0.25,"freshness":0.75,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.15,"match_graph":0.23,"freshness":0.12}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:34.803Z","last_scraped_at":"2026-05-03T15:20:32.168Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=github-copilot-for-azure","compare_url":"https://unfragile.ai/compare?artifact=github-copilot-for-azure"}},"signature":"yFKjUpFXWF6Mw5CRpTTQT1BcZOgZ8KXxxg9lDXqjzCq6jeWgROI6kYB37m654FDcQd63ecnuwKTMk5b75hVhCA==","signedAt":"2026-06-23T00:51:48.281Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/github-copilot-for-azure","artifact":"https://unfragile.ai/github-copilot-for-azure","verify":"https://unfragile.ai/api/v1/verify?slug=github-copilot-for-azure","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}