Moderate harmful content automatically in your applications. Azure AI Content Safety SDK for Java detects hate speech, violence, sexual content, and self-harm with configurable severity thresholds.

Detect anomalies in time-series data using Azure Cognitive Services. This skill provides Java SDK patterns for univariate and multivariate anomaly detection with real-time streaming support.

Build persistent AI agents that maintain state across sessions. This SDK provides low-level control over agent threads, messages, and runs in Java applications.

Developers need to integrate persistent AI agents into .NET applications with proper thread management and streaming. This skill provides complete SDK patterns for agent CRUD, conversation flows, function calling, and file search using Azure AI Agents.

This skill provides documentation and reference examples for deploying containerized applications to Azure Container Apps using Azure Developer CLI (azd) and Bicep infrastructure templates.

Streamline AWS development with proven infrastructure patterns and cloud architecture guidance. Automate repetitive cloud tasks and implement AWS best practices efficiently using Claude, Codex, or Claude Code.

This skill helps developers create production-ready AWS serverless applications with proper Lambda patterns, API Gateway integration, and event-driven architectures.

Security teams struggle to identify AWS misconfigurations and compliance gaps manually. This skill automates comprehensive security assessments using official AWS CLI commands and industry best practices.

Manual secrets rotation is error-prone and often neglected. This skill provides production-ready Lambda functions and AWS CLI commands to automate credential rotation for databases and third-party services.

Organizations need to validate their AWS cloud security posture against real-world attack techniques. This skill provides authorized security teams with comprehensive methodologies for IAM enumeration, SSRF exploitation testing, S3 bucket assessment, and privilege escalation detection.

This skill helps Claude and Codex users implement AWS IAM best practices by reviewing policies, identifying overly permissive access, and generating least-privilege IAM configurations.

Cloud costs often spiral out of control without proper monitoring. This skill identifies waste, analyzes spending patterns, and provides actionable cost reduction strategies using AWS native tools.

Automate identification and removal of unused AWS resources to eliminate waste and reduce monthly cloud bills.

Manually auditing AWS environments against CIS, PCI-DSS, HIPAA, and SOC 2 benchmarks is time-consuming and error-prone. The AWS Compliance Checker skill automates compliance validation by running AWS API checks and generating detailed compliance reports.

This skill enforces mandatory conventions for Avalonia UI development with Zafiro toolkit, ensuring maintainable functional-reactive MVVM code that follows industry best practices.

Creating maintainable Avalonia applications requires consistent ViewModel patterns and navigation structures. This skill provides proven ReactiveUI and Zafiro toolkit patterns for robust UI development.

Create maintainable Avalonia applications using semantic containers and shared styles. Reduce XAML redundancy with Zafiro.Avalonia components and best practices.

Creating autonomous agents that work consistently in production is challenging. This skill provides battle-tested patterns for guardrails, self-correction, and reliable goal decomposition.

Learn proven design patterns for creating autonomous coding agents with proper tool integration, permission systems, and safety controls. Essential for developers building AI-powered development tools.

Build sophisticated WhatsApp automations without manual coding. Configure workflow triggers, manage executions, and integrate with external services through the Kapso platform.