Performance Code Reviewer FAQs

Question 1

Can it help with database indexing and query performance?

Accepted Answer

Yes, it specifically analyzes ORM models, migration files, and repository implementations to identify missing indexes and inefficient query patterns like N+1 fetches.

Question 2

Will it flag every inefficient loop I write?

Accepted Answer

No, it is designed to be pragmatic. It ignores O(n^2) operations on small, bounded datasets (like 10 items) and one-time initialization code to avoid cluttering your review with low-impact suggestions.

Question 3

How does this skill identify 'hot paths' in my code?

Accepted Answer

The skill prioritizes files with names like 'api', 'handler', and 'controller' to focus on entry points, as well as 'repository' and 'service' layers where data processing occurs most frequently.

Question 4

Which Claude model is recommended for this skill?

Accepted Answer

The skill is optimized for Claude 3.5 Opus in 'thorough mode' to ensure deep architectural and algorithmic reasoning.

Question 5

What does the Big O analysis include?

Accepted Answer

Each analysis provides the current complexity, the achievable optimized complexity, and a data scale threshold indicating exactly when the optimization becomes necessary.

Performance Code Reviewer

主要功能

使用场景

Performance Code Reviewer

主要功能

使用场景