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This skill should be used when the user asks to "optimize a DSPy program", "use MIPROv2", "tune instructions and demos", "get best DSPy performance", "run Bayesian optimization", mentions "state-of-the-art DSPy optimizer", "joint instruction tuning", or needs maximum performance from a DSPy program with substantial training data (200+ examples).
This skill should be used when the user asks to "finish a feature", "merge feature branch", "complete feature", "git flow feature finish", or wants to finalize and merge a feature branch into develop.
Comprehensive guide to Kubernetes container orchestration, covering workloads, networking, storage, security, and production operations
Generates test code from specifications, components, and API endpoints. Creates unit tests, integration tests, and E2E tests following project testing patterns and conventions.
API development expert including REST design, OpenAPI, and documentation
Operate and verify queues with or without Horizon; safe worker flags, failure handling, and test strategies
Reduce controller bloat using Form Requests for auth/validation, small Actions/Services with DTOs, and resource/single-action controllers
Safe database change patterns; when to modify vs add migrations; always pair models with migrations and factories; seeding guidance
Write focused controller tests using HTTP assertions; keep heavy logic in Actions/Services and unit test them
Prevent N+1 queries by eager loading; enable lazy-loading protection in non-production; choose selective fields
Wrap multi-write operations in transactions; use dispatchAfterCommit and idempotency patterns to ensure consistency
Apply RED-GREEN-REFACTOR with Pest or PHPUnit; use factories, feature tests for HTTP, and parallel test runners; verify failures before implementation