Official Agent Skills

Export OpenTelemetry traces, metrics, and logs to Azure Application Insights using Python.

Split a large pull request into multiple smaller PRs to reduce the number of required CODEOWNERS reviewer groups.

Checks and installs NVIDIA driver, CUDA Toolkit, and NVIDIA Container Toolkit for GPU-accelerated Docker and Kubernetes hosts. Supports multiple Linux distributions with automated install and read-only check modes.

Deploy serverless browser automation as cloud functions using Browserbase. Run browser automation on a schedule, create webhook endpoints, or run automation in the cloud instead of locally.

Deploys a secure, enterprise-grade Google Cloud landing zone foundation with organization policies, resource hierarchy, billing association, and centralized logging and monitoring.

Create and validate Earth2Studio data source wrappers (DataSource, ForecastSource, DataFrameSource, ForecastFrameSource) from remote stores like S3, GCS, Azure, HTTP, or HuggingFace.

Scaffold plugin directories for Codex with a required plugin.json manifest, optional folders, and marketplace entries.

Prepare meeting materials by gathering context from Notion, drafting agendas and pre-reads, and enriching with Codex research.

Convert Notion product specs into linked implementation plans, tasks, and progress tracking with structured workflows.

Migrates an Android XML View to Jetpack Compose using a structured 10-step process, from candidate selection and analysis to theming, layout conversion, validation, and cleanup.

Guides developers through capturing diagnostic artifacts to diagnose production .NET performance issues, including tool selection and data collection across Windows, Linux, containers, and Kubernetes.

Organize multi-project .NET repos with Directory.Build.props, Directory.Build.targets, Directory.Packages.props, and Directory.Build.rsp for centralized MSBuild settings and NuGet Central Package Management.

Iterate on a pull request until actionable CI checks pass and high/medium review feedback is addressed, stopping at human approval, draft, or merge gates.

Fetch unread GitHub notifications for open PRs where review is requested from a specified team or opened by a team member.

Create optimized multi-stage Dockerfiles for any language or framework, following best practices for smaller, more secure container images.

Design and plan end-to-end Azure IoT and Smart City solutions: requirements, architecture, security, operations, cost, and a phased delivery plan with concrete implementation artifacts.

Runs full Trailmark structural analysis by building a graph and computing pre-analysis passes for hotspots, taint, blast radius, privilege boundaries, and attack surface.

Diagnose pod crashes, restart loops, Redis failures, resource pressure, and other service misbehavior in the crs namespace on Kubernetes.

Patch code to bypass checksums, global state, and validation checks that block fuzzer progress, using conditional compilation for C/C++ and Rust.

Optimize React and Next.js applications with 70 performance rules across 8 categories, prioritized by impact for automated refactoring and code generation.

Audit MCP server configurations for security issues including secrets exposure, shell injection, unpinned dependencies, and unapproved servers.

Port an existing Remotion (React) composition's source to HyperFrames HTML. Use only on explicit requests to migrate from Remotion; for new compositions or uncertainty, use the general HyperFrames skill.

Generate structured, machine-readable implementation plans for features, refactoring, upgrades, or infrastructure changes.

Provides guidance for Oracle Database administration, SQL and PL/SQL development, performance tuning, security, ORDS, SQLcl, migrations, frameworks, and agent-safe database workflows.

Run end-to-end calibration on the bundled sample dataset against a running AMC microservice to verify the stack works before processing real data.

Analyze Azure resource groups and generate detailed Mermaid architecture diagrams showing relationships between resources.

Transforms git diffs and change descriptions into narrative commit messages that explain why a change was made, following Conventional Commits format.

Draws a Tarot spread to inject randomness into decision-making when prompts are vague or multiple approaches are equally valid.

Scans Cairo/StarkNet smart contracts for 6 critical vulnerability patterns including arithmetic overflow, L1-L2 messaging issues, and signature replay. Use when auditing StarkNet projects.

Ports existing Semgrep rules to new target languages with applicability analysis and test-driven validation.

Generates phrase-grounded bounding box annotations from image-caption pairs using a VLM, producing cleaned captions, referring expressions, and pixel-space bounding boxes.

Deploy the behavior-analytics service standalone with a chosen entrypoint, config source, and optional calibration, without the full warehouse stack.

Profile a DeepStream pipeline with Nsight Systems and derive its configs from the measurement.

Convert static HTML pages to Edge Delivery Services while preserving original design and enabling content authoring in Document Authoring.

Preview and verify imported content in a local AEM Edge Delivery Services development server, validating rendering and comparing with the original page.

Discovers, validates, or creates a SageMaker execution role before deploying or training, preventing IAM-related deployment failures.

Plans and configures multi-tenancy on GKE, covering namespace isolation, RBAC planning, resource quotas, LimitRanges, network isolation, and cost allocation.

Evaluates Google Cloud workloads against the Sustainability pillar of the Well-Architected Framework, providing actionable recommendations to minimize environmental impact.

Manages GenAI tuning jobs in Agent Platform by listing, inspecting, or canceling ongoing model tuning jobs.

Migrate applications from Google AI Studio to Google Cloud Agent Platform, enabling enterprise features like IAM, billing, and SLAs.

Generates operations-focused guidance for Google Cloud workloads based on the Operational Excellence pillar of the Well-Architected Framework, including assessment questions and validation checklists.

Queries Hugging Face benchmark leaderboards to find the best AI models for a task, filters by device constraints, and returns a ranked comparison table with scores.

Fetch dataset metadata, paginate rows, search text, apply filters, and download parquet URLs from the Hugging Face Dataset Viewer API.

Transform raw notes, error logs, voice dictation, or screenshots into structured GitHub-flavored markdown issue reports.

Finds the least-privilege Azure RBAC role for an identity, generates CLI commands and Bicep code to assign it, and provides guidance on permissions needed to grant roles.

Generate infrastructure code (Bicep/Terraform), azure.yaml, and Dockerfiles for Azure deployment, with a mandatory planning workflow.

Deploy, evaluate, fine-tune, and manage Microsoft Foundry agents end-to-end using Azure Developer CLI and MCP tools.

Authenticate to Azure services from Python using Microsoft Entra ID with DefaultAzureCredential, managed identity, service principals, and token caching.

Manage secrets, cryptographic keys, and certificates in Azure Key Vault using the Python SDK.

Authenticate to Azure services from Rust using Microsoft Entra ID credentials, including managed identity, service principal, and local development tools.

Authenticate .NET applications to Azure services using Microsoft Entra ID with support for managed identities, service principals, and developer credentials.

Upload, download, list, and manage blobs and containers in Azure Blob Storage using the Python SDK with best-practice authentication via DefaultAzureCredential.

Publish and consume events with Azure Event Grid using the .NET SDK. Supports EventGridEvent, CloudEvent schemas, push and pull delivery, and Azure Functions integration.

Send, receive, and manage messages in Azure Queue Storage using Python with sync and async clients.

Create, manage, and use cryptographic keys in Azure Key Vault from Rust, including RSA, EC, and HSM-protected keys for encryption, signing, and wrapping operations.

Send, receive, and manage Azure Queue Storage messages using the official Rust SDK.

Manage Azure API Center resources including APIs, versions, definitions, deployments, and metadata using the Python management SDK.

Integrate Azure Maps location-based services into .NET applications for geocoding, routing, rendering, geolocation, and weather data.

Manage Azure Bot Service resources including bots, channels, and connections using the Python SDK.

Build real-time voice AI applications with bidirectional WebSocket communication using the Azure AI Voice Live SDK for .NET.