Testing Framework & Continuous Execution · 40 min · Python · Claude API · GPT-4 API

Prompt Library: Review Prompts

6 reusable review prompts that catch what SAST misses: security review, intent verification, architecture review, complexity assessment, dependency verification, duplicate code detection.

Real-world application: Engineers who build structured review prompt libraries demonstrate AI code review automation expertise.

What you will learn

Apply 6 reusable review prompts for AI code review automation
Understand the 4-part prompt structure (context, task, constraints, output format) for review prompts
Integrate review prompts into the CI pipeline as an AI review gate
Measure review prompt effectiveness using findings count, severity distribution, and false positive rate

Introduction

Prompt Library: Review Prompts

Objective

Run the review prompt library simulator with all 6 prompts (Security Review, Intent Verification, Architecture Review, Complexity Assessment, Dependency Verification, Duplicate Code Detection). Observe each prompt's template, constraints, output format, and execution results (findings, severity distribution, false positive rate). Review the effectiveness analysis and CI integration guide.

6 reusable review prompts that catch what SAST misses: security review, intent verification, architecture review, complexity assessment, dependency verification, duplicate code detection.

Unlock the full lesson

You've read the first 2 sections. The rest of this lesson covers The Problem, The Concept, Build, Check Yourself, Key Terms & Next — plus a hands-on lab, quiz, and project artifact.

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