Agent skills for VS Code

Generate lightweight technical specification documents with PlantUML diagrams.

Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment.

Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning.

Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design.

Pre-build product and feature risk review for founders, product managers, and AI-assisted builders.

Master binary analysis patterns including disassembly, decompilation, control flow analysis, and code pattern recognition.

Automate changelog generation from commits, PRs, and releases following Keep a Changelog format.

Master effective code review practices to provide constructive feedback, catch bugs early, and foster knowledge sharing while maintaining…

Implement Command Query Responsibility Segregation for scalable architectures.

Execute database migrations across ORMs and platforms with zero-downtime strategies, data transformation, and rollback procedures.

Master systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or…

Manage major dependency version upgrades with compatibility analysis, staged rollout, and comprehensive testing.

Select and optimize embedding models for semantic search and RAG applications.

Master error handling patterns across languages including exceptions, Result types, error propagation, and graceful degradation to build…

Implement GDPR-compliant data handling with consent management, data subject rights, and privacy by design.

Configure secure, high-performance connectivity between on-premises infrastructure and cloud platforms using VPN and dedicated connections.

Combine vector and keyword search for improved retrieval.

Create structured incident response runbooks with step-by-step procedures, escalation paths, and recovery actions.

Configure Istio traffic management including routing, load balancing, circuit breakers, and canary deployments.

Implement comprehensive testing strategies using Jest, Vitest, and Testing Library for unit tests, integration tests, and end-to-end…

Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns.