d3hunter-pr-reviewing

What problem does it solve?

Behavior-changing pull requests often introduce subtle correctness regressions, compatibility breaks, concurrency bugs, or inadequate test coverage that standard lightweight reviews miss, leading to production incidents and costly rollbacks.

Core Features & Use Cases

• 10-category structured review checklist: Covers correctness, compatibility, code structure, failure semantics, concurrency, scope, performance, API clarity, comments, and test quality for comprehensive coverage.
• Risk-adaptive hotspot first pass: Triages high-risk files and modules first for large or high-impact PRs to surface critical issues early.
• Standardized output contracts: Supports inline, threaded, and standalone review modes with consistent severity tagging, 5-field rubric for findings, and tone-aligned phrasing.
• Phrase bank and decision pipelines: Provides pre-vetted wording stems and confidence-to-action matrices to keep feedback concise, actionable, and consistent. Ideal for engineering teams reviewing PRs that touch core system logic, migration paths, concurrency controls, versioned metadata, or critical test changes where a missed edge case can cause widespread user impact.

Quick Start

Use the d3hunter-pr-reviewing skill to conduct a structured second-opinion review of the attached behavior-changing pull request, following the default 10-step review order and outputting findings sorted by risk.