ab-testing-infrastructure

Quick Review

The skill addresses a genuinely complex problem (A/B testing infrastructure with proper statistical integrity) that would require significant effort from a CLI agent alone. However, it lacks concrete implementation details, code examples, or step-by-step guidance. The description mentions what needs to be done (deterministic assignment, flicker prevention, exposure tracking) but provides no hooks, patterns, or actual implementation strategies. A CLI agent would still need to design the architecture, choose libraries, and solve the technical challenges from scratch. The structure is clean and well-organized for a high-level overview, but the skill needs substantial technical depth—either inline or in referenced files—to be truly useful.