qa-automation-architect

What problem does it solve?

This Skill designs the automation machinery behind a QA strategy so test suites are structured, parallel-safe, observable, and properly placed in CI. It helps teams turn a slow, tangled, unreliable test setup into a maintainable framework with clear ownership and migration steps.

Core Features & Use Cases

• Tooling Selection: Chooses the right runner and supporting tools for each test layer with rationale and a rejected alternative.
• Framework Design: Defines directory layout, helper and fixture placement, auth-state reuse, reporting conventions, and import boundaries.
• Parallelization and CI: Specifies worker-safe isolation, database strategy, sharding, retry policy, artifact retention, and PR/merge/nightly execution tiers.
• Use Case: A team with a 45-minute suite, shared seed-user collisions, and unconditional retries can use this Skill to redesign the test architecture before rewriting individual tests.

Quick Start

Ask for an automation blueprint for your current test stack, including layer-by-layer tooling, isolation rules, CI placement, and a migration plan.