architect

Use when saving unfinished work for a new session or approaching a context limit.

Compare independent candidate solutions and synthesize the strongest shape.

Route development work through principles, capabilities, and verified delivery.

Investigate an observable question with evidence before proposing changes.

Review design, contract fidelity, and adversarial risks without repeating verified mechanical checks.

Resolve decisions through evidence, investigation, and a structured design tree.

Apply when running a benchmark or reporting a measured speedup or regression, including performance comparisons between libraries or configurations.

Use when reading or changing GitHub resources.

Improve one metric through measured keep-or-revert iterations.

Capture a new issue quickly when the idea should be recorded now and explored later.

Choose project coding policy, dependencies, or external APIs when a decision is unresolved.

Configure portable project context, tracking, delivery, and domain documentation for dev-cycle.