
Optimize multi-agent systems with coordinated profiling, workload distribution, and cost-aware orchestration. Use when improving agent performance, throughput, or reliability.
Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness.
Transform audio recordings into professional Markdown documentation with intelligent summaries using LLM integration
You are an accessibility expert specializing in WCAG compliance, inclusive design, and assistive technology compatibility. Conduct audits, identify barriers, and provide remediation guidance.
Automate ActiveCampaign tasks via Rube MCP (Composio): manage contacts, tags, list subscriptions, automation enrollment, and tasks. Always search tools first for current schemas.
--- name: architect-review description: "Master software architect specializing in modern architecture" patterns, clean architecture, microservices, event-driven systems, and DDD. Reviews system designs and code changes for architectural integrity, scalability, and maintainability. Use PROACTIVELY for architectural decisions. metadata: model: opus risk: unknown source: community --- You are a master software architect specializing in modern software architecture patterns, clean architect
Use when you need to address review or issue comments on an open GitHub Pull Request using the gh CLI.
Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai). Use when creating persistent agents with AzureAIAgentsProvider, using hosted tools (code int...
A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions).
Systematic improvement of existing agents through performance analysis, prompt engineering, and continuous iteration.
--- name: api-documenter description: "Master API documentation with OpenAPI 3.1, AI-powered tools, and" modern developer experience practices. Create interactive docs, generate SDKs, and build comprehensive developer portals. Use PROACTIVELY for API documentation or developer portal creation. metadata: model: sonnet risk: unknown source: community --- You are an expert API documentation specialist mastering modern developer experience through comprehensive, interactive, and AI-enhanced
Build container-based Foundry Agents with Azure AI Projects SDK (ImageBasedHostedAgentDefinition). Use when creating hosted agents with custom container images in Azure AI Foundry.
Tools are how AI agents interact with the world. A well-designed tool is the difference between an agent that works and one that hallucinates, fails silently, or costs 10x more tokens than necessar...
Every product will be AI-powered. The question is whether you'll build it right or ship a demo that falls apart in production. This skill covers LLM integration patterns, RAG architecture, prompt ...
Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc.) into focused tools people will pay for. Not just 'ChatGPT but different' - products that solve specific problems with AI. Cov...
Expert patterns for Algolia search implementation, indexing strategies, React InstantSearch, and relevance tuning Use when: adding search to, algolia, instantsearch, search api, search functionality.
Automate Amplitude tasks via Rube MCP (Composio): events, user activity, cohorts, user identification. Always search tools first for current schemas.
--- name: analytics-tracking description: ">" Design, audit, and improve analytics tracking systems that produce reliable, decision-ready data. Use when the user wants to set up, fix, or evaluate analytics tracking (GA4, GTM, product analytics, events, conversions, UTMs). This skill focuses on measurement strategy, signal quality, and validation— not just firing events. risk: unknown source: community --- # Analytics Tracking & Measurement Strategy You are an expert in **analytics im
--- name: angular description: ">-" Modern Angular (v20+) expert with deep knowledge of Signals, Standalone Components, Zoneless applications, SSR/Hydration, and reactive patterns. Use PROACTIVELY for Angular development, component architecture, state management, performance optimization, and migration to modern patterns. risk: safe source: self --- # Angular Expert Master modern Angular development with Signals, Standalone Components, Zoneless applications, SSR/Hydration, and the late
Migrate from AngularJS to Angular using hybrid mode, incremental component rewriting, and dependency injection updates. Use when upgrading AngularJS applications, planning framework migrations, or ...
Master modern Angular state management with Signals, NgRx, and RxJS. Use when setting up global state, managing component stores, choosing between state solutions, or migrating from legacy patterns.
Implement secure API design patterns including authentication, authorization, input validation, rate limiting, and protection against common API vulnerabilities
--- name: azure-mgmt-botservice-dotnet description: "|" Azure Resource Manager SDK for Bot Service in .NET. Management plane operations for creating and managing Azure Bot resources, channels (Teams, DirectLine, Slack), and connection settings. Triggers: "Bot Service", "BotResource", "Azure Bot", "DirectLine channel", "Teams channel", "bot management .NET", "create bot". package: Azure.ResourceManager.BotService risk: unknown source: community --- # Azure.ResourceManager.BotService (.NET) Ma
Architectural decision-making framework. Requirements analysis, trade-off evaluation, ADR documentation. Use when making architecture decisions or analyzing system design.
Automate Asana tasks via Rube MCP (Composio): tasks, projects, sections, teams, workspaces. Always search tools first for current schemas.
Build comprehensive attack trees to visualize threat paths. Use when mapping attack scenarios, identifying defense gaps, or communicating security risks to stakeholders.
Master authentication and authorization patterns including JWT, OAuth2, session management, and RBAC to build secure, scalable access control systems. Use when implementing auth systems, securing A...
Build WhatsApp automations with Kapso workflows: configure WhatsApp triggers, edit workflow graphs, manage executions, deploy functions, and use databases/integrations for state. Use when automatin...
Autonomous agents are AI systems that can independently decompose goals, plan actions, execute tools, and self-correct without constant human guidance. The challenge isn't making them capable - it'...
--- name: azure-ai-projects-java description: "|" Azure AI Projects SDK for Java. High-level SDK for Azure AI Foundry project management including connections, datasets, indexes, and evaluations. Triggers: "AIProjectClient java", "azure ai projects java", "Foundry project java", "ConnectionsClient", "DatasetsClient", "IndexesClient". package: com.azure:azure-ai-projects risk: unknown source: community --- # Azure AI Projects SDK for Java High-level SDK for Azure AI Foundry project manageme
Optimal ViewModel and Wizard creation patterns for Avalonia using Zafiro and ReactiveUI.
This skill should be used when the user asks to "pentest AWS", "test AWS security", "enumerate IAM", "exploit cloud infrastructure", "AWS privilege escalation", "S3 bucket testing...
Deploy containerized applications to Azure Container Apps using Azure Developer CLI (azd). Use when setting up azd projects, writing azure.yaml configuration, creating Bicep infrastructure for Cont...
Build anomaly detection applications with Azure AI Anomaly Detector SDK for Java. Use when implementing univariate/multivariate anomaly detection, time-series analysis, or AI-powered monitoring.
Extract text, tables, and structured data from documents using Azure Document Intelligence (@azure-rest/ai-document-intelligence). Use when processing invoices, receipts, IDs, forms, or building cu...
Build document analysis applications with Azure Document Intelligence (Form Recognizer) SDK for Java. Use when extracting text, tables, key-value pairs from documents, receipts, invoices, or buildi...
--- name: azure-identity-rust description: "|" Azure Identity SDK for Rust authentication. Use for DeveloperToolsCredential, ManagedIdentityCredential, ClientSecretCredential, and token-based authentication. Triggers: "azure-identity", "DeveloperToolsCredential", "authentication rust", "managed identity rust", "credential rust". package: azure_identity risk: unknown source: community --- # Azure Identity SDK for Rust Authentication library for Azure SDK clients using Microsoft Entra ID (fo
Build AI applications using Azure AI Projects SDK for JavaScript (@azure/ai-projects). Use when working with Foundry project clients, agents, connections, deployments, datasets, indexes, evaluation...
--- name: azure-ai-textanalytics-py description: "|" Azure AI Text Analytics SDK for sentiment analysis, entity recognition, key phrases, language detection, PII, and healthcare NLP. Use for natural language processing on text. Triggers: "text analytics", "sentiment analysis", "entity recognition", "key phrase", "PII detection", "TextAnalyticsClient". package: azure-ai-textanalytics risk: unknown source: community --- # Azure AI Text Analytics SDK for Python Client library for Azure AI Lan
Build translation applications using Azure Translation SDKs for JavaScript (@azure-rest/ai-translation-text, @azure-rest/ai-translation-document). Use when implementing text translation, transliter...
--- name: azure-ai-vision-imageanalysis-py description: "|" Azure AI Vision Image Analysis SDK for captions, tags, objects, OCR, people detection, and smart cropping. Use for computer vision and image understanding tasks. Triggers: "image analysis", "computer vision", "OCR", "object detection", "ImageAnalysisClient", "image caption". package: azure-ai-vision-imageanalysis risk: unknown source: community --- # Azure AI Vision Image Analysis SDK for Python Client library for Azure AI Vision
--- name: azure-ai-voicelive-java description: "|" Azure AI VoiceLive SDK for Java. Real-time bidirectional voice conversations with AI assistants using WebSocket. Triggers: "VoiceLiveClient java", "voice assistant java", "real-time voice java", "audio streaming java", "voice activity detection java". package: com.azure:azure-ai-voicelive risk: unknown source: community --- # Azure AI VoiceLive SDK for Java Real-time, bidirectional voice conversations with AI assistants using WebSocket tec
Build call automation workflows with Azure Communication Services Call Automation Java SDK. Use when implementing IVR systems, call routing, call recording, DTMF recognition, text-to-speech, or AI-...
Azure Communication Services CallingServer (legacy) Java SDK. Note - This SDK is deprecated. Use azure-communication-callautomation instead for new projects. Only use this skill when maintaining le...
Build real-time chat applications with Azure Communication Services Chat Java SDK. Use when implementing chat threads, messaging, participants, read receipts, typing notifications, or real-time cha...
--- name: azure-containerregistry-py description: "|" Azure Container Registry SDK for Python. Use for managing container images, artifacts, and repositories. Triggers: "azure-containerregistry", "ContainerRegistryClient", "container images", "docker registry", "ACR". package: azure-containerregistry risk: unknown source: community --- # Azure Container Registry SDK for Python Manage container images, artifacts, and repositories in Azure Container Registry. ## Installation ```bash pip in
--- name: azure-cosmos-rust description: "|" Azure Cosmos DB SDK for Rust (NoSQL API). Use for document CRUD, queries, containers, and globally distributed data. Triggers: "cosmos db rust", "CosmosClient rust", "container", "document rust", "NoSQL rust", "partition key". package: azure_data_cosmos risk: unknown source: community --- # Azure Cosmos DB SDK for Rust Client library for Azure Cosmos DB NoSQL API — globally distributed, multi-model database. ## Installation ```sh cargo add azu
--- name: azure-eventhub-rust description: "|" Azure Event Hubs SDK for Rust. Use for sending and receiving events, streaming data ingestion. Triggers: "event hubs rust", "ProducerClient rust", "ConsumerClient rust", "send event rust", "streaming rust". package: azure_messaging_eventhubs risk: unknown source: community --- # Azure Event Hubs SDK for Rust Client library for Azure Event Hubs — big data streaming platform and event ingestion service. ## Installation ```sh cargo add azure_me
Expert patterns for Azure Functions development including isolated worker model, Durable Functions orchestration, cold start optimization, and production patterns. Covers .NET, Python, and Node.js ...
Azure Identity Java SDK for authentication with Azure services. Use when implementing DefaultAzureCredential, managed identity, service principal, or any Azure authentication pattern in Java applic...
Authenticate to Azure services using Azure Identity SDK for JavaScript (@azure/identity). Use when configuring authentication with DefaultAzureCredential, managed identity, service principals, or i...
--- name: azure-keyvault-py description: "|" Azure Key Vault SDK for Python. Use for secrets, keys, and certificates management with secure storage. Triggers: "key vault", "SecretClient", "KeyClient", "CertificateClient", "secrets", "encryption keys". package: azure-keyvault-secrets, azure-keyvault-keys, azure-keyvault-certificates risk: unknown source: community --- # Azure Key Vault SDK for Python Secure storage and management for secrets, cryptographic keys, and certificates. ## Instal
Build real-time web applications with Azure Web PubSub SDK for Java. Use when implementing WebSocket-based messaging, live updates, chat applications, or server-to-client push notifications.
--- name: azure-messaging-webpubsubservice-py description: "|" Azure Web PubSub Service SDK for Python. Use for real-time messaging, WebSocket connections, and pub/sub patterns. Triggers: "azure-messaging-webpubsubservice", "WebPubSubServiceClient", "real-time", "WebSocket", "pub/sub". package: azure-messaging-webpubsubservice risk: unknown source: community --- # Azure Web PubSub Service SDK for Python Real-time messaging with WebSocket connections at scale. ## Installation ```bash # Se
--- name: azure-mgmt-apicenter-py description: "|" Azure API Center Management SDK for Python. Use for managing API inventory, metadata, and governance across your organization. Triggers: "azure-mgmt-apicenter", "ApiCenterMgmtClient", "API Center", "API inventory", "API governance". package: azure-mgmt-apicenter risk: unknown source: community --- # Azure API Center Management SDK for Python Manage API inventory, metadata, and governance in Azure API Center. ## Installation ```bash pip i
--- name: azure-mgmt-apimanagement-py description: "|" Azure API Management SDK for Python. Use for managing APIM services, APIs, products, subscriptions, and policies. Triggers: "azure-mgmt-apimanagement", "ApiManagementClient", "APIM", "API gateway", "API Management". package: azure-mgmt-apimanagement risk: unknown source: community --- # Azure API Management SDK for Python Manage Azure API Management services, APIs, products, and policies. ## Installation ```bash pip install azure-mgm
--- name: azure-mgmt-applicationinsights-dotnet description: "|" Azure Application Insights SDK for .NET. Application performance monitoring and observability resource management. Use for creating Application Insights components, web tests, workbooks, analytics items, and API keys. Triggers: "Application Insights", "ApplicationInsights", "App Insights", "APM", "application monitoring", "web tests", "availability tests", "workbooks". package: Azure.ResourceManager.ApplicationInsights risk: unkn
--- name: azure-mgmt-arizeaiobservabilityeval-dotnet description: "|" Azure Resource Manager SDK for Arize AI Observability and Evaluation (.NET). Use when managing Arize AI organizations on Azure via Azure Marketplace, creating/updating/deleting Arize resources, or integrating Arize ML observability into .NET applications. Triggers: "Arize AI", "ML observability", "ArizeAIObservabilityEval", "Arize organization". package: Azure.ResourceManager.ArizeAIObservabilityEval risk: unknown sour
Azure Key Vault Secrets Java SDK for secret management. Use when storing, retrieving, or managing passwords, API keys, connection strings, or other sensitive configuration data.
--- name: azure-mgmt-fabric-py description: "|" Azure Fabric Management SDK for Python. Use for managing Microsoft Fabric capacities and resources. Triggers: "azure-mgmt-fabric", "FabricMgmtClient", "Fabric capacity", "Microsoft Fabric", "Power BI capacity". risk: unknown source: community --- # Azure Fabric Management SDK for Python Manage Microsoft Fabric capacities and resources programmatically. ## Installation ```bash pip install azure-mgmt-fabric pip install azure-identity ``` ##
Manage MongoDB Atlas Organizations as Azure ARM resources using Azure.ResourceManager.MongoDBAtlas SDK. Use when creating, updating, listing, or deleting MongoDB Atlas organizations through Azure M...
--- name: azure-mgmt-weightsandbiases-dotnet description: "|" Azure Weights & Biases SDK for .NET. ML experiment tracking and model management via Azure Marketplace. Use for creating W&B instances, managing SSO, marketplace integration, and ML observability. Triggers: "Weights and Biases", "W&B", "WeightsAndBiases", "ML experiment tracking", "model registry", "experiment management", "wandb". package: Azure.ResourceManager.WeightsAndBiases risk: unknown source: community --- # Azure.ResourceM
Run Playwright tests at scale using Azure Playwright Workspaces (formerly Microsoft Playwright Testing). Use when scaling browser tests across cloud-hosted browsers, integrating with CI/CD pipeline...
--- name: azure-monitor-ingestion-java description: "|" Azure Monitor Ingestion SDK for Java. Send custom logs to Azure Monitor via Data Collection Rules (DCR) and Data Collection Endpoints (DCE). Triggers: "LogsIngestionClient java", "azure monitor ingestion java", "custom logs java", "DCR java", "data collection rule java". package: com.azure:azure-monitor-ingestion risk: unknown source: community --- # Azure Monitor Ingestion SDK for Java Client library for sending custom logs to Azure
--- name: azure-monitor-opentelemetry-exporter-py description: "|" Azure Monitor OpenTelemetry Exporter for Python. Use for low-level OpenTelemetry export to Application Insights. Triggers: "azure-monitor-opentelemetry-exporter", "AzureMonitorTraceExporter", "AzureMonitorMetricExporter", "AzureMonitorLogExporter". package: azure-monitor-opentelemetry-exporter risk: unknown source: community --- # Azure Monitor OpenTelemetry Exporter for Python Low-level exporter for sending OpenTelemetry t
Instrument applications with Azure Monitor and OpenTelemetry for JavaScript (@azure/monitor-opentelemetry). Use when adding distributed tracing, metrics, and logs to Node.js applications with Appli...
--- name: azure-monitor-query-py description: "|" Azure Monitor Query SDK for Python. Use for querying Log Analytics workspaces and Azure Monitor metrics. Triggers: "azure-monitor-query", "LogsQueryClient", "MetricsQueryClient", "Log Analytics", "Kusto queries", "Azure metrics". package: azure-monitor-query risk: unknown source: community --- # Azure Monitor Query SDK for Python Query logs and metrics from Azure Monitor and Log Analytics workspaces. ## Installation ```bash pip install az
--- name: azure-postgres-ts description: "|" Connect to Azure Database for PostgreSQL Flexible Server from Node.js/TypeScript using the pg (node-postgres) package. Use for PostgreSQL queries, connection pooling, transactions, and Microsoft Entra ID (passwordless) authentication. Triggers: "PostgreSQL", "postgres", "pg client", "node-postgres", "Azure PostgreSQL connection", "PostgreSQL TypeScript", "pg Pool", "passwordless postgres". package: pg risk: unknown source: community --- # Azure Pos
--- name: azure-resource-manager-mysql-dotnet description: "|" Azure MySQL Flexible Server SDK for .NET. Database management for MySQL Flexible Server deployments. Use for creating servers, databases, firewall rules, configurations, backups, and high availability. Triggers: "MySQL", "MySqlFlexibleServer", "MySQL Flexible Server", "Azure Database for MySQL", "MySQL database management", "MySQL firewall", "MySQL backup". package: Azure.ResourceManager.MySql risk: unknown source: community --- #
--- name: azure-resource-manager-sql-dotnet description: "|" Azure Resource Manager SDK for Azure SQL in .NET. Use for MANAGEMENT PLANE operations: creating/managing SQL servers, databases, elastic pools, firewall rules, and failover groups via Azure Resource Manager. NOT for data plane operations (executing queries) - use Microsoft.Data.SqlClient for that. Triggers: "SQL server", "create SQL database", "manage SQL resources", "ARM SQL", "SqlServerResource", "provision Azure SQL", "elastic poo
--- name: azure-search-documents-py description: "|" Azure AI Search SDK for Python. Use for vector search, hybrid search, semantic ranking, indexing, and skillsets. Triggers: "azure-search-documents", "SearchClient", "SearchIndexClient", "vector search", "hybrid search", "semantic search". package: azure-search-documents risk: unknown source: community --- # Azure AI Search SDK for Python Full-text, vector, and hybrid search with AI enrichment capabilities. ## Installation ```bash pip i
Build search applications using Azure AI Search SDK for JavaScript (@azure/search-documents). Use when creating/managing indexes, implementing vector/hybrid search, semantic ranking, or building ag...
Azure Key Vault Keys Java SDK for cryptographic key management. Use when creating, managing, or using RSA/EC keys, performing encrypt/decrypt/sign/verify operations, or working with HSM-backed keys.
Build messaging applications using Azure Service Bus SDK for JavaScript (@azure/service-bus). Use when implementing queues, topics/subscriptions, message sessions, dead-letter handling, or enterpri...
--- name: azure-speech-to-text-rest-py description: "|" Azure Speech to Text REST API for short audio (Python). Use for simple speech recognition of audio files up to 60 seconds without the Speech SDK. Triggers: "speech to text REST", "short audio transcription", "speech recognition REST API", "STT REST", "recognize speech REST". DO NOT USE FOR: Long audio (>60 seconds), real-time streaming, batch transcription, custom speech models, speech translation. Use Speech SDK or Batch Transcriptio
--- name: azure-storage-blob-py description: "|" Azure Blob Storage SDK for Python. Use for uploading, downloading, listing blobs, managing containers, and blob lifecycle. Triggers: "blob storage", "BlobServiceClient", "ContainerClient", "BlobClient", "upload blob", "download blob". package: azure-storage-blob risk: unknown source: community --- # Azure Blob Storage SDK for Python Client library for Azure Blob Storage — object storage for unstructured data. ## Installation ```bash pip in
--- name: azure-storage-blob-rust description: "|" Azure Blob Storage SDK for Rust. Use for uploading, downloading, and managing blobs and containers. Triggers: "blob storage rust", "BlobClient rust", "upload blob rust", "download blob rust", "container rust". package: azure_storage_blob risk: unknown source: community --- # Azure Blob Storage SDK for Rust Client library for Azure Blob Storage — Microsoft's object storage solution for the cloud. ## Installation ```sh cargo add azure_stor
--- name: azure-storage-file-datalake-py description: "|" Azure Data Lake Storage Gen2 SDK for Python. Use for hierarchical file systems, big data analytics, and file/directory operations. Triggers: "data lake", "DataLakeServiceClient", "FileSystemClient", "ADLS Gen2", "hierarchical namespace". package: azure-storage-file-datalake risk: unknown source: community --- # Azure Data Lake Storage Gen2 SDK for Python Hierarchical file system for big data analytics workloads. ## Installation ``
--- name: azure-storage-file-share-ts description: "|" Azure File Share JavaScript/TypeScript SDK (@azure/storage-file-share) for SMB file share operations. Use for creating shares, managing directories, uploading/downloading files, and handling file metadata. Supports Azure Files SMB protocol scenarios. Triggers: "file share", "@azure/storage-file-share", "ShareServiceClient", "ShareClient", "SMB", "Azure Files". package: "@azure/storage-file-share" risk: unknown source: community --- # @azu
Build real-time messaging applications using Azure Web PubSub SDKs for JavaScript (@azure/web-pubsub, @azure/web-pubsub-client). Use when implementing WebSocket-based real-time features, pub/sub me...
--- name: backend-architect description: "Expert backend architect specializing in scalable API design," microservices architecture, and distributed systems. Masters REST/GraphQL/gRPC APIs, event-driven architectures, service mesh patterns, and modern backend frameworks. Handles service boundary definition, inter-service communication, resilience patterns, and observability. Use PROACTIVELY when creating new backend services or APIs. metadata: model: inherit risk: unknown source: com
Orchestrate end-to-end backend feature development from requirements to deployment. Use when coordinating multi-phase feature delivery across teams and services.
Build robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs. Use when developing trading algorithms, validating strateg...
Automate Basecamp project management, to-dos, messages, people, and to-do list organization via Rube MCP (Composio). Always search tools first for current schemas.
Master defensive Bash programming techniques for production-grade scripts. Use when writing robust shell scripts, CI/CD pipelines, or system utilities requiring fault tolerance and safety.
Bash/Linux terminal patterns. Critical commands, piping, error handling, scripting. Use when working on macOS or Linux systems.
--- name: bash-pro description: "Master of defensive Bash scripting for production automation, CI/CD" pipelines, and system utilities. Expert in safe, portable, and testable shell scripts. metadata: model: sonnet risk: unknown source: community --- ## Use this skill when - Writing or reviewing Bash scripts for automation, CI/CD, or ops - Hardening shell scripts for safety and portability ## Do not use this skill when - You need POSIX-only shell without Bash features - The task requires
Master Bash Automated Testing System (Bats) for comprehensive shell script testing. Use when writing tests for shell scripts, CI/CD pipelines, or requiring test-driven development of shell utilities.
Hard-edged writing style contract for timeless, forceful English prose without AI tics
Build automated billing systems for recurring payments, invoicing, subscription lifecycle, and dunning management. Use when implementing subscription billing, automating invoicing, or managing recu...
Automate Bitbucket repositories, pull requests, branches, issues, and workspace management via Rube MCP (Composio). Always search tools first for current schemas.
--- name: blockchain-developer description: "Build production-ready Web3 applications, smart contracts, and" decentralized systems. Implements DeFi protocols, NFT platforms, DAOs, and enterprise blockchain integrations. Use PROACTIVELY for smart contracts, Web3 apps, DeFi protocols, or blockchain infrastructure. metadata: model: opus risk: unknown source: community --- ## Use this skill when - Working on blockchain developer tasks or workflows - Needing guidance, best practices, or che
Use before creative or constructive work (features, architecture, behavior). Transforms vague ideas into validated designs through disciplined reasoning and collaboration.
Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatt...
This skill should be used when the user asks to "test for broken authentication vulnerabilities", "assess session management security", "perform credential stuffing tests", "evaluate ...
Browser automation powers web testing, scraping, and AI agent interactions. The difference between a flaky script and a reliable system comes down to understanding selectors, waiting strategies, an...
BullMQ expert for Redis-backed job queues, background processing, and reliable async execution in Node.js/TypeScript applications. Use when: bullmq, bull queue, redis queue, background job, job queue.
Modern JavaScript/TypeScript development with Bun runtime. Covers package management, bundling, testing, and migration from Node.js. Use when working with Bun, optimizing JS/TS development speed, o...
How to use a Win32 build of BusyBox to run many of the standard UNIX command line tools on Windows.
--- name: c4-component description: "Expert C4 Component-level documentation specialist. Synthesizes C4" Code-level documentation into Component-level architecture, defining component boundaries, interfaces, and relationships. Creates component diagrams and documentation. Use when synthesizing code-level documentation into logical components. metadata: model: sonnet risk: unknown source: community --- # C4 Component Level: [Component Name] ## Use this skill when - Working on c4 comp
Automate Cal.com tasks via Rube MCP (Composio): manage bookings, check availability, configure webhooks, and handle teams. Always search tools first for current schemas.
Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes.
ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.
Development skill from everything-claude-code
Project Guidelines Skill (Example)
Use this skill when adding authentication, handling user input, working with secrets, creating API endpoints, or implementing payment/sensitive features. Provides comprehensive security checklist a...
Automate changelog generation from commits, PRs, and releases following Keep a Changelog format. Use when setting up release workflows, generating release notes, or standardizing commit conventions.
Automate CircleCI tasks via Rube MCP (Composio): trigger pipelines, monitor workflows/jobs, retrieve artifacts and test metadata. Always search tools first for current schemas.
Applies principles from Robert C. Martin's 'Clean Code'. Use this skill when writing, reviewing, or refactoring code to ensure high quality, readability, and maintainability. Covers naming, functio...
Project scaffolding templates for new applications. Use when creating new projects from scratch. Contains 12 templates for various tech stacks.
Mandatory skills, conventions, and behavioral rules for Avalonia UI development using the Zafiro toolkit.
--- name: azure-ai-agents-persistent-dotnet description: "|" Azure AI Agents Persistent SDK for .NET. Low-level SDK for creating and managing AI agents with threads, messages, runs, and tools. Use for agent CRUD, conversation threads, streaming responses, function calling, file search, and code interpreter. Triggers: "PersistentAgentsClient", "persistent agents", "agent threads", "agent runs", "streaming agents", "function calling agents .NET". package: Azure.AI.Agents.Persistent risk: unknown
--- name: azure-ai-transcription-py description: "|" Azure AI Transcription SDK for Python. Use for real-time and batch speech-to-text transcription with timestamps and diarization. Triggers: "transcription", "speech to text", "Azure AI Transcription", "TranscriptionClient". package: azure-ai-transcription risk: unknown source: community --- # Azure AI Transcription SDK for Python Client library for Azure AI Transcription (speech-to-text) with real-time and batch transcription. ## Install
--- name: azure-appconfiguration-py description: "|" Azure App Configuration SDK for Python. Use for centralized configuration management, feature flags, and dynamic settings. Triggers: "azure-appconfiguration", "AzureAppConfigurationClient", "feature flags", "configuration", "key-value settings". package: azure-appconfiguration risk: unknown source: community --- # Azure App Configuration SDK for Python Centralized configuration management with feature flags and dynamic settings. ## Inst
--- name: azure-cosmos-java description: "|" Azure Cosmos DB SDK for Java. NoSQL database operations with global distribution, multi-model support, and reactive patterns. Triggers: "CosmosClient java", "CosmosAsyncClient", "cosmos database java", "cosmosdb java", "document database java". package: azure-cosmos risk: unknown source: community --- # Azure Cosmos DB SDK for Java Client library for Azure Cosmos DB NoSQL API with global distribution and reactive patterns. ## Installation ```x
--- name: azure-eventhub-py description: "|" Azure Event Hubs SDK for Python streaming. Use for high-throughput event ingestion, producers, consumers, and checkpointing. Triggers: "event hubs", "EventHubProducerClient", "EventHubConsumerClient", "streaming", "partitions". package: azure-eventhub risk: unknown source: community --- # Azure Event Hubs SDK for Python Big data streaming platform for high-throughput event ingestion. ## Installation ```bash pip install azure-eventhub azure-ide
--- name: azure-keyvault-secrets-rust description: "|" Azure Key Vault Secrets SDK for Rust. Use for storing and retrieving secrets, passwords, and API keys. Triggers: "keyvault secrets rust", "SecretClient rust", "get secret rust", "set secret rust". package: azure_security_keyvault_secrets risk: unknown source: community --- # Azure Key Vault Secrets SDK for Rust Client library for Azure Key Vault Secrets — secure storage for passwords, API keys, and other secrets. ## Installation ```s
Opinionated backend development standards for Node.js + Express + TypeScript microservices. Covers layered architecture, BaseController pattern, dependency injection, Prisma repositories, Zod valid...
Universal coding standards, best practices, and patterns for TypeScript, JavaScript, React, and Node.js development.
Generate comprehensive, developer-friendly API documentation from code, including endpoints, parameters, examples, and best practices
Analyze text and images for harmful content using Azure AI Content Safety (@azure-rest/ai-content-safety). Use when moderating user-generated content, detecting hate speech, violence, sexual conten...
Automate Brevo (Sendinblue) tasks via Rube MCP (Composio): manage email campaigns, create/edit templates, track senders, and monitor campaign performance. Always search tools first for current sche...
AWS development with infrastructure automation and cloud architecture patterns
Pre-ingestion verification for epistemic quality in RAG systems with 9-point verification and Two-Round HITL workflow
A health assistant skill for medical information analysis, symptom tracking, and wellness guidance.
-Speed read Claude's responses at 600+ WPM using RSVP with Spritz-style ORP highlighting
Windows 11 system management
This skill should be used when the user asks to "intercept HTTP traffic", "modify web requests", "use Burp Suite for testing", "perform web vulnerability scanning", "test with Burp ...
Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration. Use when: build agent, AI agent, autonomous agent, tool ...
Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers. Use when designing new APIs, reviewing API specifications, or establishing...
Orchestrate multiple Antigravity skills through guided workflows for SaaS MVP delivery, security audits, AI agent builds, and browser QA.
Scientific research and analysis skills
Build table storage applications with Azure Tables SDK for Java. Use when working with Azure Table Storage or Cosmos DB Table API for NoSQL key-value data, schemaless storage, or structured data at...
Expert in building 3D experiences for the web - Three.js, React Three Fiber, Spline, WebGL, and interactive 3D scenes. Covers product configurators, 3D portfolios, immersive websites, and bringing ...
Manage multiple local CLI agents via tmux sessions (start/stop/monitor/assign) with cron-friendly scheduling.
This skill should be used when the user asks to "attack Active Directory", "exploit AD", "Kerberoasting", "DCSync", "pass-the-hash", "BloodHound enumeration", "Golden Ticket", ...
Memory is the cornerstone of intelligent agents. Without it, every interaction starts from zero. This skill covers the architecture of agent memory: short-term (context window), long-term (vector s...
Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use when creating data pipelines, orchestrating workflows, or scheduling batch jobs.
Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields,...
Angular performance optimization and best practices guide. Use when writing, reviewing, or refactoring Angular code for optimal performance, bundle size, and rendering efficiency.
Modern Angular UI patterns for loading states, error handling, and data display. Use when building UI components, handling async data, or managing component states.
This skill should be used when the user asks to "test API security", "fuzz APIs", "find IDOR vulnerabilities", "test REST API", "test GraphQL", "API penetration testing", "bug b...
API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination.
Main application building orchestrator. Creates full-stack applications from natural language requests. Determines project type, selects tech stack, coordinates agents.
Complete App Store Optimization (ASO) toolkit for researching, optimizing, and tracking mobile app performance on Apple App Store and Google Play Store
Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use when architecting complex backend systems or refactoring existing ...
Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications. Use when building async APIs, concurrent systems, or I/O-bound applications requiring non-...
Design patterns for building autonomous coding agents. Covers tool integration, permission systems, browser automation, and human-in-the-loop workflows. Use when building AI agents, designing tool ...
Specialized skill for building production-ready serverless applications on AWS. Covers Lambda functions, API Gateway, DynamoDB, SQS/SNS event-driven patterns, SAM/CDK deployment, and cold start opt...
Build content moderation applications with Azure AI Content Safety SDK for Java. Use when implementing text/image analysis, blocklist management, or harm detection for hate, violence, sexual conten...
Build AI applications using the Azure AI Projects Python SDK (azure-ai-projects). Use when working with Foundry project clients, creating versioned agents with PromptAgentDefinition, running evalua...
Build image analysis applications with Azure AI Vision SDK for Java. Use when implementing image captioning, OCR text extraction, object detection, tagging, or smart cropping.
Build real-time voice AI applications using Azure AI Voice Live SDK (azure-ai-voicelive). Use this skill when creating Python applications that need real-time bidirectional audio communication with...
Build event-driven applications with Azure Event Grid SDK for Java. Use when publishing events, implementing pub/sub patterns, or integrating with Azure services via events.
Send SMS messages with Azure Communication Services SMS Java SDK. Use when implementing SMS notifications, alerts, OTP delivery, bulk messaging, or delivery reports.
Build Azure Cosmos DB NoSQL services with Python/FastAPI following production-grade patterns. Use when implementing database client setup with dual auth (DefaultAzureCredential + emulator), service...
Build event streaming applications using Azure Event Hubs SDK for JavaScript (@azure/event-hubs). Use when implementing high-throughput event ingestion, real-time analytics, IoT telemetry, or event...
Manage cryptographic keys using Azure Key Vault Keys SDK for JavaScript (@azure/keyvault-keys). Use when creating, encrypting/decrypting, signing, or rotating keys.
Manage secrets using Azure Key Vault Secrets SDK for JavaScript (@azure/keyvault-secrets). Use when storing and retrieving application secrets or configuration values.
Build blob storage applications with Azure Storage Blob SDK for Java. Use when uploading, downloading, or managing files in Azure Blob Storage, working with containers, or implementing streaming da...
Automate BambooHR tasks via Rube MCP (Composio): employees, time-off, benefits, dependents, employee updates. Always search tools first for current schemas.
Optimize Bazel builds for large-scale monorepos. Use when configuring Bazel, implementing remote execution, or optimizing build performance for enterprise codebases.
AI operational modes (brainstorm, implement, debug, review, teach, ship, orchestrate). Use to adapt behavior based on task type.
Master binary analysis patterns including disassembly, decompilation, control flow analysis, and code pattern recognition. Use when analyzing executables, understanding compiled code, or performing...
Use when user needs capabilities Claude lacks (image generation, real-time X/Twitter data) or explicitly requests external models (\"blockrun\", \"use grok\", \"use gpt\", \"da...
Automate Box cloud storage operations including file upload/download, search, folder management, sharing, collaborations, and metadata queries via Rube MCP (Composio). Always search tools first for...
Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatt...
Expert in building browser extensions that solve real problems - Chrome, Firefox, and cross-browser extensions. Covers extension architecture, manifest v3, content scripts, popup UIs, monetization ...
Generate comprehensive C4 architecture documentation for an existing repository/codebase using a bottom-up analysis approach.
Automate Canva tasks via Rube MCP (Composio): designs, exports, folders, brand templates, autofill. Always search tools first for current schemas.
Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create ...
Frontend development patterns for React, Next.js, state management, performance optimization, and UI best practices.
Development skill from everything-claude-code
You are a workflow automation expert specializing in creating efficient CI/CD pipelines, GitHub Actions workflows, and automated development processes. Design automation that reduces manual work, i...
Creating interactive data visualisations using d3.js. This skill should be used when creating custom charts, graphs, network diagrams, geographic visualisations, or any complex SVG-based data visua...
--- name: ai-engineer description: "Build production-ready LLM applications, advanced RAG systems, and" intelligent agents. Implements vector search, multimodal AI, agent orchestration, and enterprise AI integrations. Use PROACTIVELY for LLM features, chatbots, AI agents, or AI-powered applications. metadata: model: inherit risk: unknown source: community --- You are an AI engineer specializing in production-grade LLM applications, generative AI systems, and intelligent agent architectur
--- name: arm-cortex-expert description: ">" Senior embedded software engineer specializing in firmware and driver development for ARM Cortex-M microcontrollers (Teensy, STM32, nRF52, SAMD). Decades of experience writing reliable, optimized, and maintainable embedded code with deep expertise in memory barriers, DMA/cache coherency, interrupt-driven I/O, and peripheral drivers. metadata: model: inherit risk: unknown source: community --- # @arm-cortex-expert ## Use this skill when
--- name: azure-ai-agents-persistent-java description: "|" Azure AI Agents Persistent SDK for Java. Low-level SDK for creating and managing AI agents with threads, messages, runs, and tools. Triggers: "PersistentAgentsClient", "persistent agents java", "agent threads java", "agent runs java", "streaming agents java". package: com.azure:azure-ai-agents-persistent risk: unknown source: community --- # Azure AI Agents Persistent SDK for Java Low-level SDK for creating and managing persistent
--- name: azure-ai-contentsafety-py description: "|" Azure AI Content Safety SDK for Python. Use for detecting harmful content in text and images with multi-severity classification. Triggers: "azure-ai-contentsafety", "ContentSafetyClient", "content moderation", "harmful content", "text analysis", "image analysis". package: azure-ai-contentsafety risk: unknown source: community --- # Azure AI Content Safety SDK for Python Detect harmful user-generated and AI-generated content in applicatio
--- name: azure-ai-contentunderstanding-py description: "|" Azure AI Content Understanding SDK for Python. Use for multimodal content extraction from documents, images, audio, and video. Triggers: "azure-ai-contentunderstanding", "ContentUnderstandingClient", "multimodal analysis", "document extraction", "video analysis", "audio transcription". package: azure-ai-contentunderstanding risk: unknown source: community --- # Azure AI Content Understanding SDK for Python Multimodal AI service th
--- name: azure-ai-document-intelligence-dotnet description: "|" Azure AI Document Intelligence SDK for .NET. Extract text, tables, and structured data from documents using prebuilt and custom models. Use for invoice processing, receipt extraction, ID document analysis, and custom document models. Triggers: "Document Intelligence", "DocumentIntelligenceClient", "form recognizer", "invoice extraction", "receipt OCR", "document analysis .NET". package: Azure.AI.DocumentIntelligence risk: unknown
--- name: azure-ai-openai-dotnet description: "|" Azure OpenAI SDK for .NET. Client library for Azure OpenAI and OpenAI services. Use for chat completions, embeddings, image generation, audio transcription, and assistants. Triggers: "Azure OpenAI", "AzureOpenAIClient", "ChatClient", "chat completions .NET", "GPT-4", "embeddings", "DALL-E", "Whisper", "OpenAI .NET". package: Azure.AI.OpenAI risk: unknown source: community --- # Azure.AI.OpenAI (.NET) Client library for Azure OpenAI Service pr
--- name: azure-ai-projects-dotnet description: "|" Azure AI Projects SDK for .NET. High-level client for Azure AI Foundry projects including agents, connections, datasets, deployments, evaluations, and indexes. Use for AI Foundry project management, versioned agents, and orchestration. Triggers: "AI Projects", "AIProjectClient", "Foundry project", "versioned agents", "evaluations", "datasets", "connections", "deployments .NET". package: Azure.AI.Projects risk: unknown source: community --- #
--- name: azure-ai-translation-document-py description: "|" Azure AI Document Translation SDK for batch translation of documents with format preservation. Use for translating Word, PDF, Excel, PowerPoint, and other document formats at scale. Triggers: "document translation", "batch translation", "translate documents", "DocumentTranslationClient". package: azure-ai-translation-document risk: unknown source: community --- # Azure AI Document Translation SDK for Python Client library for Azur
--- name: azure-ai-translation-text-py description: "|" Azure AI Text Translation SDK for real-time text translation, transliteration, language detection, and dictionary lookup. Use for translating text content in applications. Triggers: "text translation", "translator", "translate text", "transliterate", "TextTranslationClient". package: azure-ai-translation-text risk: unknown source: community --- # Azure AI Text Translation SDK for Python Client library for Azure AI Translator text tran
--- name: azure-ai-voicelive-dotnet description: "|" Azure AI Voice Live SDK for .NET. Build real-time voice AI applications with bidirectional WebSocket communication. Use for voice assistants, conversational AI, real-time speech-to-speech, and voice-enabled chatbots. Triggers: "voice live", "real-time voice", "VoiceLiveClient", "VoiceLiveSession", "voice assistant .NET", "bidirectional audio", "speech-to-speech". package: Azure.AI.VoiceLive risk: unknown source: community --- # Azure.AI.Voi
--- name: azure-ai-voicelive-ts description: "|" Azure AI Voice Live SDK for JavaScript/TypeScript. Build real-time voice AI applications with bidirectional WebSocket communication. Use for voice assistants, conversational AI, real-time speech-to-speech, and voice-enabled chatbots in Node.js or browser environments. Triggers: "voice live", "real-time voice", "VoiceLiveClient", "VoiceLiveSession", "voice assistant TypeScript", "bidirectional audio", "speech-to-speech JavaScript". package: "@azu
--- name: azure-appconfiguration-java description: "|" Azure App Configuration SDK for Java. Centralized application configuration management with key-value settings, feature flags, and snapshots. Triggers: "ConfigurationClient java", "app configuration java", "feature flag java", "configuration setting java", "azure config java". package: com.azure:azure-data-appconfiguration risk: unknown source: community --- # Azure App Configuration SDK for Java Client library for Azure App Configurat
--- name: azure-cosmos-py description: "|" Azure Cosmos DB SDK for Python (NoSQL API). Use for document CRUD, queries, containers, and globally distributed data. Triggers: "cosmos db", "CosmosClient", "container", "document", "NoSQL", "partition key". package: azure-cosmos risk: unknown source: community --- # Azure Cosmos DB SDK for Python Client library for Azure Cosmos DB NoSQL API — globally distributed, multi-model database. ## Installation ```bash pip install azure-cosmos azure-ide
--- name: azure-compute-batch-java description: "|" Azure Batch SDK for Java. Run large-scale parallel and HPC batch jobs with pools, jobs, tasks, and compute nodes. Triggers: "BatchClient java", "azure batch java", "batch pool java", "batch job java", "HPC java", "parallel computing java". risk: unknown source: community --- # Azure Batch SDK for Java Client library for running large-scale parallel and high-performance computing (HPC) batch jobs in Azure. ## Installation ```xml <depende
--- name: azure-cosmos-ts description: "|" Azure Cosmos DB JavaScript/TypeScript SDK (@azure/cosmos) for data plane operations. Use for CRUD operations on documents, queries, bulk operations, and container management. Triggers: "Cosmos DB", "@azure/cosmos", "CosmosClient", "document CRUD", "NoSQL queries", "bulk operations", "partition key", "container.items". package: "@azure/cosmos" risk: unknown source: community --- # @azure/cosmos (TypeScript/JavaScript) Data plane SDK for Azure Cosmos
--- name: azure-data-tables-py description: "|" Azure Tables SDK for Python (Storage and Cosmos DB). Use for NoSQL key-value storage, entity CRUD, and batch operations. Triggers: "table storage", "TableServiceClient", "TableClient", "entities", "PartitionKey", "RowKey". package: azure-data-tables risk: unknown source: community --- # Azure Tables SDK for Python NoSQL key-value store for structured data (Azure Storage Tables or Cosmos DB Table API). ## Installation ```bash pip install azu
--- name: azure-eventgrid-dotnet description: "|" Azure Event Grid SDK for .NET. Client library for publishing and consuming events with Azure Event Grid. Use for event-driven architectures, pub/sub messaging, CloudEvents, and EventGridEvents. Triggers: "Event Grid", "EventGridPublisherClient", "CloudEvent", "EventGridEvent", "publish events .NET", "event-driven", "pub/sub". package: Azure.Messaging.EventGrid risk: unknown source: community --- # Azure.Messaging.EventGrid (.NET) Client libra
--- name: azure-eventgrid-py description: "|" Azure Event Grid SDK for Python. Use for publishing events, handling CloudEvents, and event-driven architectures. Triggers: "event grid", "EventGridPublisherClient", "CloudEvent", "EventGridEvent", "publish events". package: azure-eventgrid risk: unknown source: community --- # Azure Event Grid SDK for Python Event routing service for building event-driven applications with pub/sub semantics. ## Installation ```bash pip install azure-eventgri
--- name: azure-eventhub-dotnet description: "|" Azure Event Hubs SDK for .NET. Use for high-throughput event streaming: sending events (EventHubProducerClient, EventHubBufferedProducerClient), receiving events (EventProcessorClient with checkpointing), partition management, and real-time data ingestion. Triggers: "Event Hubs", "event streaming", "EventHubProducerClient", "EventProcessorClient", "send events", "receive events", "checkpointing", "partition". package: Azure.Messaging.EventHubs r
--- name: azure-identity-dotnet description: "|" Azure Identity SDK for .NET. Authentication library for Azure SDK clients using Microsoft Entra ID. Use for DefaultAzureCredential, managed identity, service principals, and developer credentials. Triggers: "Azure Identity", "DefaultAzureCredential", "ManagedIdentityCredential", "ClientSecretCredential", "authentication .NET", "Azure auth", "credential chain". package: Azure.Identity risk: unknown source: community --- # Azure.Identity (.NET)
--- name: azure-identity-py description: "|" Azure Identity SDK for Python authentication. Use for DefaultAzureCredential, managed identity, service principals, and token caching. Triggers: "azure-identity", "DefaultAzureCredential", "authentication", "managed identity", "service principal", "credential". package: azure-identity risk: unknown source: community --- # Azure Identity SDK for Python Authentication library for Azure SDK clients using Microsoft Entra ID (formerly Azure AD). ##
--- name: azure-keyvault-certificates-rust description: "|" Azure Key Vault Certificates SDK for Rust. Use for creating, importing, and managing certificates. Triggers: "keyvault certificates rust", "CertificateClient rust", "create certificate rust", "import certificate rust". package: azure_security_keyvault_certificates risk: unknown source: community --- # Azure Key Vault Certificates SDK for Rust Client library for Azure Key Vault Certificates — secure storage and management of certif
--- name: azure-keyvault-keys-rust description: "|" Azure Key Vault Keys SDK for Rust. Use for creating, managing, and using cryptographic keys. Triggers: "keyvault keys rust", "KeyClient rust", "create key rust", "encrypt rust", "sign rust". package: azure_security_keyvault_keys risk: unknown source: community --- # Azure Key Vault Keys SDK for Rust Client library for Azure Key Vault Keys — secure storage and management of cryptographic keys. ## Installation ```sh cargo add azure_securi
--- name: azure-maps-search-dotnet description: "|" Azure Maps SDK for .NET. Location-based services including geocoding, routing, rendering, geolocation, and weather. Use for address search, directions, map tiles, IP geolocation, and weather data. Triggers: "Azure Maps", "MapsSearchClient", "MapsRoutingClient", "MapsRenderingClient", "geocoding .NET", "route directions", "map tiles", "geolocation". package: Azure.Maps.Search risk: unknown source: community --- # Azure Maps (.NET) Azure Maps
--- name: azure-mgmt-apicenter-dotnet description: "|" Azure API Center SDK for .NET. Centralized API inventory management with governance, versioning, and discovery. Use for creating API services, workspaces, APIs, versions, definitions, environments, deployments, and metadata schemas. Triggers: "API Center", "ApiCenterService", "ApiCenterWorkspace", "ApiCenterApi", "API inventory", "API governance", "API versioning", "API catalog", "API discovery". package: Azure.ResourceManager.ApiCenter ri
--- name: azure-mgmt-apimanagement-dotnet description: "|" Azure Resource Manager SDK for API Management in .NET. Use for MANAGEMENT PLANE operations: creating/managing APIM services, APIs, products, subscriptions, policies, users, groups, gateways, and backends via Azure Resource Manager. Triggers: "API Management", "APIM service", "create APIM", "manage APIs", "ApiManagementServiceResource", "API policies", "APIM products", "APIM subscriptions". package: Azure.ResourceManager.ApiManagement r
--- name: azure-mgmt-botservice-py description: "|" Azure Bot Service Management SDK for Python. Use for creating, managing, and configuring Azure Bot Service resources. Triggers: "azure-mgmt-botservice", "AzureBotService", "bot management", "conversational AI", "bot channels". risk: unknown source: community --- # Azure Bot Service Management SDK for Python Manage Azure Bot Service resources including bots, channels, and connections. ## Installation ```bash pip install azure-mgmt-botser
--- name: azure-mgmt-fabric-dotnet description: "|" Azure Resource Manager SDK for Fabric in .NET. Use for MANAGEMENT PLANE operations: provisioning, scaling, suspending/resuming Microsoft Fabric capacities, checking name availability, and listing SKUs via Azure Resource Manager. Triggers: "Fabric capacity", "create capacity", "suspend capacity", "resume capacity", "Fabric SKU", "provision Fabric", "ARM Fabric", "FabricCapacityResource". package: Azure.ResourceManager.Fabric risk: unknown sour
--- name: azure-monitor-ingestion-py description: "|" Azure Monitor Ingestion SDK for Python. Use for sending custom logs to Log Analytics workspace via Logs Ingestion API. Triggers: "azure-monitor-ingestion", "LogsIngestionClient", "custom logs", "DCR", "data collection rule", "Log Analytics". package: azure-monitor-ingestion risk: unknown source: community --- # Azure Monitor Ingestion SDK for Python Send custom logs to Azure Monitor Log Analytics workspace using the Logs Ingestion API.
--- name: azure-monitor-opentelemetry-exporter-java description: "|" Azure Monitor OpenTelemetry Exporter for Java. Export OpenTelemetry traces, metrics, and logs to Azure Monitor/Application Insights. Triggers: "AzureMonitorExporter java", "opentelemetry azure java", "application insights java otel", "azure monitor tracing java". Note: This package is DEPRECATED. Migrate to azure-monitor-opentelemetry-autoconfigure. package: com.azure:azure-monitor-opentelemetry-exporter risk: unknown sou
--- name: azure-monitor-opentelemetry-py description: "|" Azure Monitor OpenTelemetry Distro for Python. Use for one-line Application Insights setup with auto-instrumentation. Triggers: "azure-monitor-opentelemetry", "configure_azure_monitor", "Application Insights", "OpenTelemetry distro", "auto-instrumentation". package: azure-monitor-opentelemetry risk: unknown source: community --- # Azure Monitor OpenTelemetry Distro for Python One-line setup for Application Insights with OpenTelemetr
--- name: azure-monitor-query-java description: "|" Azure Monitor Query SDK for Java. Execute Kusto queries against Log Analytics workspaces and query metrics from Azure resources. Triggers: "LogsQueryClient java", "MetricsQueryClient java", "kusto query java", "log analytics java", "azure monitor query java". Note: This package is deprecated. Migrate to azure-monitor-query-logs and azure-monitor-query-metrics. package: com.azure:azure-monitor-query risk: unknown source: community --- # A
--- name: azure-resource-manager-cosmosdb-dotnet description: "|" Azure Resource Manager SDK for Cosmos DB in .NET. Use for MANAGEMENT PLANE operations: creating/managing Cosmos DB accounts, databases, containers, throughput settings, and RBAC via Azure Resource Manager. NOT for data plane operations (CRUD on documents) - use Microsoft.Azure.Cosmos for that. Triggers: "Cosmos DB account", "create Cosmos account", "manage Cosmos resources", "ARM Cosmos", "CosmosDBAccountResource", "provision Co
--- name: azure-resource-manager-durabletask-dotnet description: "|" Azure Resource Manager SDK for Durable Task Scheduler in .NET. Use for MANAGEMENT PLANE operations: creating/managing Durable Task Schedulers, Task Hubs, and retention policies via Azure Resource Manager. Triggers: "Durable Task Scheduler", "create scheduler", "task hub", "DurableTaskSchedulerResource", "provision Durable Task", "orchestration scheduler". package: Azure.ResourceManager.DurableTask risk: unknown source: commun
--- name: azure-resource-manager-playwright-dotnet description: "|" Azure Resource Manager SDK for Microsoft Playwright Testing in .NET. Use for MANAGEMENT PLANE operations: creating/managing Playwright Testing workspaces, checking name availability, and managing workspace quotas via Azure Resource Manager. NOT for running Playwright tests - use Azure.Developer.MicrosoftPlaywrightTesting.NUnit for that. Triggers: "Playwright workspace", "create Playwright Testing workspace", "manage Playwright
--- name: azure-resource-manager-postgresql-dotnet description: "|" Azure PostgreSQL Flexible Server SDK for .NET. Database management for PostgreSQL Flexible Server deployments. Use for creating servers, databases, firewall rules, configurations, backups, and high availability. Triggers: "PostgreSQL", "PostgreSqlFlexibleServer", "PostgreSQL Flexible Server", "Azure Database for PostgreSQL", "PostgreSQL database management", "PostgreSQL firewall", "PostgreSQL backup", "Postgres". package: Azur
--- name: azure-resource-manager-redis-dotnet description: "|" Azure Resource Manager SDK for Redis in .NET. Use for MANAGEMENT PLANE operations: creating/managing Azure Cache for Redis instances, firewall rules, access keys, patch schedules, linked servers (geo-replication), and private endpoints via Azure Resource Manager. NOT for data plane operations (get/set keys, pub/sub) - use StackExchange.Redis for that. Triggers: "Redis cache", "create Redis", "manage Redis", "ARM Redis", "RedisResou
--- name: azure-search-documents-dotnet description: "|" Azure AI Search SDK for .NET (Azure.Search.Documents). Use for building search applications with full-text, vector, semantic, and hybrid search. Covers SearchClient (queries, document CRUD), SearchIndexClient (index management), and SearchIndexerClient (indexers, skillsets). Triggers: "Azure Search .NET", "SearchClient", "SearchIndexClient", "vector search C#", "semantic search .NET", "hybrid search", "Azure.Search.Documents". package: A
--- name: azure-security-keyvault-keys-dotnet description: "|" Azure Key Vault Keys SDK for .NET. Client library for managing cryptographic keys in Azure Key Vault and Managed HSM. Use for key creation, rotation, encryption, decryption, signing, and verification. Triggers: "Key Vault keys", "KeyClient", "CryptographyClient", "RSA key", "EC key", "encrypt decrypt .NET", "key rotation", "HSM". package: Azure.Security.KeyVault.Keys risk: unknown source: community --- # Azure.Security.KeyVault.Ke
--- name: azure-servicebus-dotnet description: "|" Azure Service Bus SDK for .NET. Enterprise messaging with queues, topics, subscriptions, and sessions. Use for reliable message delivery, pub/sub patterns, dead letter handling, and background processing. Triggers: "Service Bus", "ServiceBusClient", "ServiceBusSender", "ServiceBusReceiver", "ServiceBusProcessor", "message queue", "pub/sub .NET", "dead letter queue". package: Azure.Messaging.ServiceBus risk: unknown source: community --- # Azu
--- name: azure-servicebus-py description: "|" Azure Service Bus SDK for Python messaging. Use for queues, topics, subscriptions, and enterprise messaging patterns. Triggers: "service bus", "ServiceBusClient", "queue", "topic", "subscription", "message broker". package: azure-servicebus risk: unknown source: community --- # Azure Service Bus SDK for Python Enterprise messaging for reliable cloud communication with queues and pub/sub topics. ## Installation ```bash pip install azure-servi
--- name: azure-storage-blob-ts description: "|" Azure Blob Storage JavaScript/TypeScript SDK (@azure/storage-blob) for blob operations. Use for uploading, downloading, listing, and managing blobs and containers. Supports block blobs, append blobs, page blobs, SAS tokens, and streaming. Triggers: "blob storage", "@azure/storage-blob", "BlobServiceClient", "ContainerClient", "upload blob", "download blob", "SAS token", "block blob". package: "@azure/storage-blob" risk: unknown source: community
--- name: azure-storage-file-share-py description: "|" Azure Storage File Share SDK for Python. Use for SMB file shares, directories, and file operations in the cloud. Triggers: "azure-storage-file-share", "ShareServiceClient", "ShareClient", "file share", "SMB". risk: unknown source: community --- # Azure Storage File Share SDK for Python Manage SMB file shares for cloud-native and lift-and-shift scenarios. ## Installation ```bash pip install azure-storage-file-share ``` ## Environment
--- name: azure-storage-queue-py description: "|" Azure Queue Storage SDK for Python. Use for reliable message queuing, task distribution, and asynchronous processing. Triggers: "queue storage", "QueueServiceClient", "QueueClient", "message queue", "dequeue". package: azure-storage-queue risk: unknown source: community --- # Azure Queue Storage SDK for Python Simple, cost-effective message queuing for asynchronous communication. ## Installation ```bash pip install azure-storage-queue azu
--- name: azure-storage-queue-ts description: "|" Azure Queue Storage JavaScript/TypeScript SDK (@azure/storage-queue) for message queue operations. Use for sending, receiving, peeking, and deleting messages in queues. Supports visibility timeout, message encoding, and batch operations. Triggers: "queue storage", "@azure/storage-queue", "QueueServiceClient", "QueueClient", "send message", "receive message", "dequeue", "visibility timeout". package: "@azure/storage-queue" risk: unknown source:
--- name: backend-security-coder description: "Expert in secure backend coding practices specializing in input" validation, authentication, and API security. Use PROACTIVELY for backend security implementations or security code reviews. metadata: model: sonnet risk: unknown source: community --- ## Use this skill when - Working on backend security coder tasks or workflows - Needing guidance, best practices, or checklists for backend security coder ## Do not use this skill when - The ta
Automate Airtable tasks via Rube MCP (Composio): records, bases, tables, fields, views. Always search tools first for current schemas.
You are an API mocking expert specializing in realistic mock services for development, testing, and demos. Design mocks that simulate real API behavior and enable parallel development.
Optimize end-to-end application performance with profiling, observability, and backend/frontend tuning. Use when coordinating performance optimization across the stack.
Guidelines for modern Avalonia UI layout using Zafiro.Avalonia, emphasizing shared styles, generic components, and avoiding XAML redundancy.
Azure Communication Services common utilities for Java. Use when working with CommunicationTokenCredential, user identifiers, token refresh, or shared authentication across ACS services.
Build applications using Azure App Configuration SDK for JavaScript (@azure/app-configuration). Use when working with configuration settings, feature flags, Key Vault references, dynamic refresh, o...
Build real-time streaming applications with Azure Event Hubs SDK for Java. Use when implementing event streaming, high-throughput data ingestion, or building event-driven architectures.
--- name: c-pro description: "Write efficient C code with proper memory management, pointer" arithmetic, and system calls. Handles embedded systems, kernel modules, and performance-critical code. Use PROACTIVELY for C optimization, memory issues, or system programming. metadata: model: opus risk: unknown source: community --- ## Use this skill when - Working on c pro tasks or workflows - Needing guidance, best practices, or checklists for c pro ## Do not use this skill when - The tas
Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and production monitoring—where even top agents achieve less than 50% on re...
Write and maintain Architecture Decision Records (ADRs) following best practices for technical decision documentation. Use when documenting significant technical decisions, reviewing past architect...
--- name: business-analyst description: "Master modern business analysis with AI-powered analytics," real-time dashboards, and data-driven insights. Build comprehensive KPI frameworks, predictive models, and strategic recommendations. Use PROACTIVELY for business intelligence or strategic analysis. metadata: model: sonnet risk: unknown source: community --- ## Use this skill when - Working on business analyst tasks or workflows - Needing guidance, best practices, or checklists for busi
Automate Calendly scheduling, event management, invitee tracking, availability checks, and organization administration via Rube MCP (Composio). Always search tools first for current schemas.
--- name: c4-container description: "Expert C4 Container-level documentation specialist. Synthesizes" Component-level documentation into Container-level architecture, mapping components to deployment units, documenting container interfaces as APIs, and creating container diagrams. Use when synthesizing components into deployment containers and documenting system deployment architecture. metadata: model: sonnet risk: unknown source: community --- # C4 Container Level: System Deployment
--- name: c4-context description: "Expert C4 Context-level documentation specialist. Creates" high-level system context diagrams, documents personas, user journeys, system features, and external dependencies. Synthesizes container and component documentation with system documentation to create comprehensive context-level architecture. Use when creating the highest-level C4 system context documentation. metadata: model: sonnet risk: unknown source: community --- # C4 Context Level: S
--- name: c4-code description: "Expert C4 Code-level documentation specialist. Analyzes code" directories to create comprehensive C4 code-level documentation including function signatures, arguments, dependencies, and code structure. Use when documenting code at the lowest C4 level for individual directories and code modules. metadata: model: haiku risk: unknown source: community --- # C4 Code Level: [Directory Name] ## Use this skill when - Working on c4 code level: [directory name
Master guide for using Claude Code effectively. Includes configuration templates, prompting strategies \"Thinking\" keywords, debugging techniques, and best practices for interacting wit...
Understand anti-reversing, obfuscation, and protection techniques encountered during software analysis. Use when analyzing protected binaries, bypassing anti-debugging for authorized analysis, or u...
--- name: azure-ai-ml-py description: "|" Azure Machine Learning SDK v2 for Python. Use for ML workspaces, jobs, models, datasets, compute, and pipelines. Triggers: "azure-ai-ml", "MLClient", "workspace", "model registry", "training jobs", "datasets". package: azure-ai-ml risk: unknown source: community --- # Azure Machine Learning SDK v2 for Python Client library for managing Azure ML resources: workspaces, jobs, models, data, and compute. ## Installation ```bash pip install azure-ai-ml
This skill should be used when the user asks to "perform cloud penetration testing", "assess Azure or AWS or GCP security", "enumerate cloud resources", "exploit cloud misconfiguratio...
--- name: cloud-architect description: "Expert cloud architect specializing in AWS/Azure/GCP multi-cloud" infrastructure design, advanced IaC (Terraform/OpenTofu/CDK), FinOps cost optimization, and modern architectural patterns. Masters serverless, microservices, security, compliance, and disaster recovery. Use PROACTIVELY for cloud architecture, cost optimization, migration planning, or multi-cloud strategies. metadata: model: opus risk: unknown source: community --- ## Use this sk
Automate Close CRM tasks via Rube MCP (Composio): create leads, manage calls/SMS, handle tasks, and track notes. Always search tools first for current schemas.
Expert patterns for Clerk auth implementation, middleware, organizations, webhooks, and user sync Use when: adding authentication, clerk auth, user authentication, sign in, sign up.
Automate ClickUp project management including tasks, spaces, folders, lists, comments, and team operations via Rube MCP (Composio). Always search tools first for current schemas.