Claude / System Design / Developer Tools

Frontend Claude Skill

A structured audit workflow that turns a large frontend repository into a prioritized, evidence-backed plan instead of a generic checklist.

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Approach / What I built

Every recommendation needs proof

Findings are organized by priority, evidence, effort, confidence, fix and expected gain so teams can separate architectural risk from cosmetic preference.

Outcome / What changed

A reusable engineering lens

The system creates a shared language for evaluating performance, maintainability, accessibility and product risk across unfamiliar codebases.