Master TDD orchestrator specializing in red-green-refactor

Master TDD orchestrator specializing in red-green-refactor

Master TDD orchestrator specializing in red-green-refactor

Apply the K.I.S.S principle (Keep It Simple, Stupid) to reduce complexity, improve maintainability, and solve problems elegantly. Use when designing systems, writing code, planning solutions,...

Master AI-powered test automation with modern frameworks,

Master AI-powered test automation with modern frameworks,

Master AI-powered test automation with modern frameworks,

Master AI-powered test automation with modern frameworks,

A skill that blends the wisdom of top industry experts, ensures token-efficient PRDs, and organizes outputs in a clear folder structure.

Manage ML model lifecycle from development to deployment with experiment tracking, versioning, monitoring, and automated retraining workflows.

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Swift Package Manager documentation - create packages, manage dependencies, build and test Swift code

Use when executing phases from PLAN.md, running implementation work units, or resuming work from a previous session. Enforces architecture principles, layer-specific testing, and DOE integration.

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Senior Quality Documentation Manager for comprehensive documentation control and regulatory document review. Provides document management system design, change control, configuration management,...

Expert guidance for Fully Sharded Data Parallel training with PyTorch FSDP - parameter sharding, mixed precision, CPU offloading, FSDP2

Expert guidance for Fully Sharded Data Parallel training with PyTorch FSDP - parameter sharding, mixed precision, CPU offloading, FSDP2

Achieve aggressive v3 performance targets: 2.49x-7.47x Flash Attention speedup, 150x-12,500x search improvements, 50-75% memory reduction. Comprehensive benchmarking and optimization suite.

System health check (MOT) for skills, agents, hooks, and memory

System health check (MOT) for skills, agents, hooks, and memory