General4.5 · 50 ratings

App Feature - Focused Readiness Audit

You are a senior principal engineer doing a focused readiness audit. Target feature/function: ${featureName} Provided implementation: ${co…

Role-Based

Prompt

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.,FALSE,TEXT,kc-optimal-computing

How to use this prompt

  1. 1

    Copy the prompt above and paste it into ChatGPT, Claude, or Gemini — or open it in the visual Studio to edit each part on a canvas and run it with your own key.

  2. 2

    Replace any bracketed placeholders with your specifics. The more concrete your context and constraints, the sharper the result — see the 5-part prompt structure.

  3. 3

    Run it, then refine. Ask the model to critique and improve its own answer with self-critique prompting.

Techniques in this prompt

Role-Based

Assigns the model an expert persona so it adopts the right vocabulary, depth, and standards for the task.

Learn this technique

Recommended models

claudegpt-4ogemini

Build on this prompt

Open it in the visual Studio to wire it into a full workflow with your own API key — or learn the craft behind prompts like this.

More in General