Testing and QA

Perform a structured review of the current git changes with focus on SOLID, architecture, removal candidates, and security risks. Default to review-only output unless the user asks to implement changes.

This skill guides the agent in conducting professional and thorough code reviews for both local development and remote Pull Requests.

Comprehensive frameworks for analyzing competition, identifying differentiation opportunities, and developing winning market positioning strategies.

Guide for implementing and maintaining context as a managed artifact alongside code, enabling consistent AI interactions and team alignment through structured project documentation.

Production patterns for implementing data quality with Great Expectations, dbt tests, and data contracts to ensure reliable data pipelines.

Transform debugging from frustrating guesswork into systematic problem-solving with proven strategies, powerful tools, and methodical approaches.

Master major dependency version upgrades, compatibility analysis, staged upgrade strategies, and comprehensive testing approaches.

Architecture patterns for multi-stage CI/CD pipelines with approval gates and deployment strategies.

Build a prioritized keyword universe from a seed topic using intent mapping, difficulty-adjusted opportunity scoring, and cluster seeding.

Comprehensive GitLab CI/CD pipeline patterns for automated testing, building, and deployment.

Complete guide to implementing GitOps workflows with ArgoCD and Flux for automated Kubernetes deployments.

Create and manage production-ready Grafana dashboards for comprehensive system observability.

PREREQUISITE: Read ../gws-shared/SKILL.md for auth, global flags, and security rules. If missing, run gws generate-skills to create it.

Comprehensive guidance for creating, organizing, and managing Helm charts for packaging and deploying Kubernetes applications.

Master comprehensive evaluation strategies for LLM applications, from automated metrics to human evaluation and A/B testing.

Optimize for AI search engines (ChatGPT, Perplexity, Claude, Gemini, Google AI Overviews) using citation architecture, E-E-A-T signals, and brand entity building.

Comprehensive techniques for capturing, analyzing, and documenting network protocols for security research, interoperability, and debugging.

Execute Python code in a safe, sandboxed environment with 100+ pre-installed libraries.

Comprehensive guide to creating, structuring, and distributing Python packages using modern packaging tools, pyproject.toml, and publishing to PyPI.

Design well-organized Python projects with clear module boundaries, explicit public interfaces, and maintainable directory structures. Good organization makes code discoverable and changes predictable.

Build and send HTML emails using React components - a modern, component-based approach to email development that works across all major email clients.

Master React version upgrades, class to hooks migration, concurrent features adoption, and codemods for automated transformation.

Search engine optimization based on Lighthouse SEO audits and Google Search guidelines. Focus on technical SEO, on-page optimization, and structured data.

Web-based slides maker built on Vite, Vue, and Markdown.