QA Risk Analyzer

Purpose

Risk-based testing prioritization and impact analysis for code changes. Calculate risk scores per feature/module, rank testing effort, and produce actionable recommendations using the formula:

Risk = Complexity × ChangeFrequency × (1 - TestCoverage)

Trigger Phrases

• "Risk analysis for [branch/PR/release]"
• "Prioritize tests by risk" / "Risk-based test prioritization"
• "Impact analysis for [git diff/changes]"
• "Risk heatmap" / "Risk matrix for testing"
• "Which tests to run first?" / "Test execution order by risk"
• "Risk index per feature" / "High-risk modules"

Risk Formula