Quality Gates FAQs

Question 1

How does multi-reviewer consensus work?

Accepted Answer

It aggregates evaluations from multiple AI models to identify unanimous, strong, or majority agreement on specific code issues, helping prioritize fixes based on model confidence.

Question 2

Can I use this for Test-Driven Development (TDD)?

Accepted Answer

Yes, the skill includes specialized patterns for automated loops that write tests, execute them, analyze failures, and iterate on the code until all tests pass successfully.

Question 3

What is a Quality Gate in Claude Code?

Accepted Answer

A Quality Gate is a checkpoint in an AI workflow where execution pauses for validation, testing, or user approval before proceeding to the next step to prevent low-quality work from advancing.

Question 4

What severity levels are used for issue classification?

Accepted Answer

It utilizes a standardized four-level system: CRITICAL (must fix immediately), HIGH (major bugs), MEDIUM (minor bugs/quality issues), and LOW (style and polish).

Question 5

How does this skill handle cost management?

Accepted Answer

It provides patterns for cost gates that calculate estimated expenses and present them to the user for approval before running expensive multi-model operations or large-scale refactors.

Quality Gates

Key Features

Use Cases

Quality Gates

Key Features

Use Cases