Skill UI

This skill provides defense-in-depth security controls for AI agents, covering prompt injection detection, input validation, tool abuse prevention, data exfiltration mitigation, and privilege escalation protection. It includes threat modeling with STRIDE, code examples for input sanitization, and guidance for secure agent deployment.

AWT provides AI coding tools with visual perception and interaction capabilities for web applications. It executes declarative YAML test scenarios using Playwright, featuring visual matching via OpenCV and OCR without relying on stable DOM selectors. Supports platform auto-detection for frameworks like React and Vue, includes structured failure diagnosis, and maintains a learning database for failure patterns. Ideal for end-to-end testing workflows requiring visual assertions and AI-assisted debugging.

Build Java applications with Azure AI Anomaly Detector SDK for univariate and multivariate time-series anomaly detection, streaming detection, change point detection, model training, and batch inference.

Python client library for Azure AI Language service, covering sentiment analysis, named entity recognition, key phrase extraction, language detection, PII redaction, and healthcare NLP. Supports API key or Entra ID auth plus async usage.

Client library for Azure AI Translator service enabling real-time text translation, transliteration, language detection, dictionary lookup, and sentence boundary detection. Supports multiple languages, custom endpoints, and Azure Entra ID authentication.

Build Java applications for image captioning, OCR text extraction, object detection, tagging, people detection, and smart cropping with the Azure AI Vision Image Analysis SDK.

Python SDK for Azure AI Vision image analysis, providing captions, tags, object detection, OCR, people detection, and smart cropping for computer vision and image understanding.

Build real-time voice AI applications on Azure with bidirectional WebSocket streaming. Covers authentication, session configuration, base64 PCM16 audio streaming, event handling, voice activity detection, and function calling.

Detects error propagation and chain failures in agent workflows. Identifies vulnerabilities like single-point breakdowns, unbounded retries, and unsafe data propagation to ensure system stability and safety during multi-step operations.

This skill covers AWS CloudFormation template optimization, nested stack architecture, and production-ready patterns. It helps users write, review, and maintain infrastructure-as-code templates using YAML. Includes guidance on parameterization, drift detection, validation, and troubleshooting stack failures.

This guide covers troubleshooting Kubernetes pods in the crs namespace, specifically for the Buttercup fuzzing platform. It addresses common issues like CrashLoopBackOff, OOMKilled, and Redis failures. Learn to use kubectl commands for log analysis, resource monitoring, and cascade failure detection. Includes Redis debugging and queue inspection techniques.

Scan third-party package dependencies for known security vulnerabilities using tools like Snyk, Dependabot, and OWASP Dependency-Check. Essential for software composition analysis, supply chain security, and meeting compliance requirements. Automates vulnerability detection in CI/CD pipelines.