wshobson/agents

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.

Guide to selecting and optimizing embedding models for vector search applications.

Comprehensive guide to designing event stores for event-sourced applications.

Practical implementation guide for GDPR-compliant data processing, consent management, and privacy controls.

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.

Production patterns for Go concurrency including goroutines, channels, synchronization primitives, and context management.

Production patterns for Godot 4.x game development with GDScript, covering architecture, signals, scenes, and optimization.

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

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

Comprehensive guide for implementing NetworkPolicy, PodSecurityPolicy, RBAC, and Pod Security Standards in Kubernetes.

Comprehensive patterns for designing effective Key Performance Indicator (KPI) dashboards that drive business decisions.

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

Comprehensive market sizing methodologies for calculating Total Addressable Market (TAM), Serviceable Available Market (SAM), and Serviceable Obtainable Market (SOM) for startup opportunities.

Cross-language patterns for memory-safe programming including RAII, ownership, smart pointers, and resource management.

Master microservices architecture patterns including service boundaries, inter-service communication, data management, and resilience patterns for building distributed systems.

Comprehensive patterns for creating, maintaining, and validating OpenAPI 3.1 specifications for RESTful APIs.

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

Consistent code style and clear documentation make codebases maintainable and collaborative. This skill covers modern Python tooling, naming conventions, and documentation standards.

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.

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