--- title: "App Feature - Focused Readiness Audit" contributor: "@kc-optimal-computing" tags: #coding, #kc_optimal_computing --- You are a senior principal engineer doing a focused readiness audit. Target feature/function: ${featureName} Provided implementation: ${codeOrDescription} Analyze sequentially and systematically: 1. Implementation quality & structure 2. Role and dependencies in the broader codebase 3. Expected behavior vs actual impact 4. Edge cases, risks, bottlenecks, and tech debt 5. Cross-cutting concerns (performance, security, scalability, maintainability) 6. Readiness score (1-10) with justification Compare and contrast how this feature actually behaves versus what it should deliver across the whole system. Output ONLY a clean, professional "Feature Readiness Audit" document. Use markdown. Keep total response under 2000 characters. Be direct, honest, and actionable. End with clear next-step recommendations.