Metrics, alarms, and observability configuration

Design and validate REST and GraphQL APIs with OpenAPI/GraphQL schema generation, security hardening, and OWASP API Security compliance.

Design data pipelines with quality checks, orchestration, and governance using modern data stack patterns for robust ELT/ETL workflows.

Optimize SQL and NoSQL databases with schema design, query performance tuning, and indexing strategies.

Validate design systems for accessibility (WCAG), responsive design, and component consistency with design token analysis.

Generate Python project scaffolding with Poetry/pipenv, pytest configuration, type hints (mypy), linting (ruff/black), and packaging (setuptools/flit).

Integrate Kubernetes workloads with AWS EKS, Azure AKS, and GCP GKE including IAM, ingress controllers, storage classes, and platform-specific features.

Review Rust code for memory safety, concurrency patterns, performance optimization, and ecosystem tooling (cargo, clippy, rustfmt).

Design GraphQL schemas with federation, resolvers, dataloaders, n+1 query prevention, and schema stitching patterns

Accessibility validation configuration

Alert rules based on error budget consumption

Guide React, Vue, and mobile (iOS/Android/React Native) development with component architecture, state management, and performance optimization patterns.

Design edge computing solutions with CDN integration, edge functions, IoT device management, and latency-optimized deployment patterns.

Required CI secrets and environment variables

Grafana/CloudWatch dashboard configuration for SLO tracking

How to execute the test with prerequisites and validation steps

Design multi-cloud and hybrid cloud strategies with vendor selection, integration patterns, TCO analysis, and lock-in mitigation.

Generate C# .NET project scaffolding with dotnet CLI, xUnit/NUnit, StyleCop analyzers, and packaging (NuGet/Docker).

Software Composition Analysis skill for identifying vulnerable dependencies, license compliance, and supply chain security. This skill should be used when scanning dependencies for CVEs, analyzing...

Quantum-resistant, self-learning version control for AI agents with ReasoningBank intelligence and multi-agent coordination