multi-reviewer-patterns
Coordinate parallel code reviews across multiple quality dimensions with finding deduplication, severity calibration, and consolidated reporting.
Skill by shotcowboystyle
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
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About
Use cases: agent-building
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What's inside
- Skill 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.
- License
- MIT
- Instructions
- 123 lines in SKILL.md · view on GitHub
Files (2)
- SKILL.md
- review-dimensions.md · references/
SKILL.md (first lines)
# 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
```markdown
## 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** |
### RecommendationFrom shotcowboystyle/ag-skills, MIT.
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Signals
- Stars
- 0
- Forks
- 0
- Open issues
- 29
- Last commit (this folder)
- Oct 18, 2026 (10 days ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/shotcowboystyle/ag-skills
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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Cite this page
multi-reviewer-patterns skill. Agent Mart. https://agentmart.dev/skills/shotcowboystyle-multi-reviewer-patterns (last updated 2026-10-24)