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development•Saves 1-2 hours per review

AI Code Review Workflow

This workflow provides a thorough code review using AI to catch issues human reviewers might miss. Use it before merging PRs or as a second pair of eyes on your own code.

Best AI Models for This Workflow

ClaudeClaude

Workflow Steps

1

Initial Bug Scan

Check for obvious bugs, logic errors, and incorrect assumptions.

Review this code for bugs and logic errors: [paste code]. Check for: null/undefined issues, off-by-one errors, incorrect conditionals, unhandled edge cases, and type mismatches. List each issue with severity.
ClaudeBest with Claude

Why Claude: Claude's large context window handles entire files and catches subtle logic issues.

2

Security Audit

Identify security vulnerabilities and potential attack vectors.

Perform a security review of this code. Check for: injection vulnerabilities (SQL, XSS, command), authentication/authorization issues, sensitive data exposure, insecure dependencies, and OWASP Top 10 risks.
ClaudeBest with Claude

Why Claude: Claude understands security contexts and identifies subtle vulnerabilities.

3

Performance Analysis

Find performance bottlenecks and optimization opportunities.

Analyze this code for performance issues. Look for: unnecessary computations, N+1 queries, memory leaks, inefficient algorithms, missing caching, and expensive operations in loops. Estimate impact of each issue.
ClaudeBest with Claude

Why Claude: Claude can analyze algorithmic complexity and identify subtle inefficiencies.

4

Code Quality Check

Evaluate readability, maintainability, and adherence to best practices.

Review code quality: [paste code]. Check: naming clarity, function/method length, single responsibility, code duplication, comment quality, and consistency. Suggest specific improvements.
ClaudeBest with Claude

Why Claude: Claude provides nuanced feedback on code style and maintainability.

5

Test Coverage Assessment

Identify missing tests and suggest test cases.

Based on this code, what test cases should exist? Include: happy path tests, edge cases, error conditions, boundary values, and integration test scenarios. Flag critical paths that must be tested.
ClaudeBest with Claude

Why Claude: Claude understands code behavior and identifies important test scenarios.

6

Generate Review Summary

Create a clear summary for the team or PR comments.

Summarize this code review into PR comments. Format: Overall assessment, Critical issues (must fix), Suggestions (should consider), and Nitpicks (minor). Be constructive and specific.
ClaudeBest with Claude

Why Claude: Claude writes clear, professional feedback that's helpful for authors.

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