Skills wshobson agents

multi-reviewer-patterns

Use it when:
You're organizing a review by several reviewer agents, or merging and ranking what they found.
It does:
Picks dimensions from security, performance, architecture, testing and accessibility to suit the change, then merges findings at the same file and line.
You get:
One Markdown report with findings grouped from Critical to Low, each with location, dimension, impact and fix, and a count per dimension.
Unlike code-review-excellence:
That one, from the same repo, guides a single reviewer through a PR; this one coordinates several and reconciles their findings.

TL;DR

Coordination rules for a review split among parallel reviewers. A table says when each dimension applies, such as security for anything touching user input or auth and accessibility for UI changes, and suggests combinations: security, performance and architecture for API changes, performance and architecture for a database migration. When findings meet, the same issue at the same file:line is merged with every reviewer credited, different issues at one spot stay separate but tagged co-located, the same issue elsewhere is cross-referenced, conflicting severities take the higher one, and conflicting recommendations are both kept with attribution. Severity runs from Critical (data loss, breach, near certain) to Low (cosmetic), with floors: security issues external users can exploit are at least High; hot-path performance issues, missing tests on critical paths and accessibility failures in core features at least Medium. The report template lists the target, reviewers, date and files, then each finding by severity with an ID such as CR-001, a summary table by dimension and an overall recommendation.

Summarizes the skill at 4bde316.

npx skills add https://github.com/wshobson/agents --skill multi-reviewer-patterns
Total Downloads
10,100 on skills.sh, Nov 9, 2026
Repo stars
42,334 wshobson/agents
First seen
Feb 5, 2026 on skills.sh
Weekly Downloads
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Category

Find root causes, review code and test what you built.

Build agents, orchestrate workers and give agents memory.

Everything for building software: planning, coding, debugging, design, frameworks, cloud, agents and skills.

Type

Knowledge and rules the agent applies while it works: best practices, design principles, API references.

Effect

Adds no side effects of its own. It shapes how the agent thinks, writes or reviews. Guidelines and routers are always effect:none, even when the task they support edits code.

Needs

Relies on the agent being able to spawn subagents.

Publisher

Everyone else. Unverified vendor claims default to community.

Topics

SKILL.md

From wshobson/agents at 4bde316. Checked daily, last changed Nov 6, 2026.

Frontmatter
name: multi-reviewer-patterns
description: 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.
version: 1.0.2

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. Conflicting recommendations — Include both with reviewer attribution
Deduplication Process
For each finding in all reviewer reports:
  1. Check if another finding references the same file:line
  2. If yes, check if they describe the same issue
  3. If same issue: merge, keeping the more detailed description
  4. If different issue: keep both, tag as "co-located"
  5. Use highest severity among merged findings

Severity Calibration

Severity Criteria
Severity Impact Likelihood Examples
Critical Data loss, security breach, complete failure Certain or very likely SQL injection, auth bypass, data corruption
High Significant functionality impact, degradation Likely Memory leak, missing validation, broken flow
Medium Partial impact, workaround exists Possible N+1 query, missing edge case, unclear error
Low Minimal impact, cosmetic Unlikely Style issue, minor optimization, naming
Calibration Rules
  • Security vulnerabilities exploitable by external users: always Critical or High
  • Performance issues in hot paths: at least Medium
  • Missing tests for critical paths: at least Medium
  • Accessibility violations for core functionality: at least Medium
  • Code style issues with no functional impact: Low

Consolidated Report Template

## Code Review Report

**Target**: {files/PR/directory}
**Reviewers**: {dimension-1}, {dimension-2}, {dimension-3}
**Date**: {date}
**Files Reviewed**: {count}

### Critical Findings ({count})

#### [CR-001] {Title}

**Location**: `{file}:{line}`
**Dimension**: {Security/Performance/etc.}
**Description**: {what was found}
**Impact**: {what could happen}
**Fix**: {recommended remediation}

### High Findings ({count})

...

### Medium Findings ({count})

...

### Low Findings ({count})

...

### Summary

| Dimension    | Critical | High  | Medium | Low   | Total  |
| ------------ | -------- | ----- | ------ | ----- | ------ |
| Security     | 1        | 2     | 3      | 0     | 6      |
| Performance  | 0        | 1     | 4      | 2     | 7      |
| Architecture | 0        | 0     | 2      | 3     | 5      |
| **Total**    | **1**    | **3** | **9**  | **5** | **18** |

### Recommendation

{Overall assessment and prioritized action items}