Agent skill · operations · wshobson
multi-reviewer-patterns
Coordinate parallel code reviews across multiple quality dimensions with finding deduplication, severity calibration, and consolidated reporting. Use this skill when organizing multi-reviewer code reviews, calibrating finding severity, or consolidating review results.
Why this skill is useful
Provides a structured approach to multi-dimensional code reviews, including specific deduplication and severity calibration processes that the AI wouldn't reliably generate on its own.
What it needs
About 3k tokens when loaded. Last updated 2026-08-05. 38,570 stars on the source repository.
What this skill does
Multi-Reviewer Patterns Patterns for coordinating parallel code reviews across multiple quality dimensions, deduplicating findings, calibrating severity, and producing consolidated reports. When to Use This Skill Organizing a multi-dimensional code review Deciding which review dimensions to assign Deduplicating findings from multiple reviewers Calibrating severity ratings consistently Producing a consolidated review report Review Dimension Allocation Available Dimensions Dimension Focus When to Include ----------------- --------------------------------------- ------------------------------------------- Security Vulnerabilities, auth, input validation Always for code handling user input or auth Performance Query efficiency, memory, caching When changing data access or hot paths Architecture SOLID, coupling, patterns For structural changes or new modules Testing Coverage, quality, edge cases When adding new functionality Accessibility WCAG, ARIA, keyboard nav For UI/frontend changes Recommended Combinations Scenario Dimensions ---------------------- -------------------------------------------- API endpoint changes Security, Performance, Architecture Frontend component Architecture, Testing, Accessibility Database migration Performance, Architecture Authentication changes Security, Testing Full feature review Security, Performance, Architecture, Testing Finding Deduplication When multiple reviewers report issues at the same location: Merge Rules 1. Same file:line, same issue — Merge into one finding, credit all reviewers 2. Same file:line, different issues — Keep as separate findings 3. Same issue, different locations — Keep separate but cross-reference 4. Conflicting severity — Use the higher severity rating 5. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills wshobson/multi-reviewer-patterns