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App Feature - Focused Readiness Audit

chatgpt • development • 16 uses
Free
What is this prompt for?

Sets the model up as a reviewing engineer: it reads the code, explains what it does, and proposes changes you can apply.

What it actually does: You are a senior principal engineer doing a focused readiness audit.

Main use cases:
  • Writing automated tests that cover the edge cases
  • Reviewing pull requests with practical suggestions
  • Generating clean, readable code
Benefits and results:
  • Clearer documentation, so the project stays maintainable
  • Faster development and higher output
  • Code that follows current security practice
Prompt length: 105 words Reading time: ~1 min Best with: Claude Sonnet (recommended for code), GPT-4o, GitHub Copilot

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.

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