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PR Review Toolkit

Six specialist reviewers — comments, tests, error handling, type design, general quality, and simplification — each triggered by name or automatically based on what changed in the diff.

5 minutes
By Anthropic (Daisy)Source
#code-review#pull-request#testing#error-handling#type-design#official

One generic 'review my code' prompt either misses the silent failure buried in a catch block or buries the one real type-design issue under twenty stylistic suggestions nobody asked for. Different problems need different reviewers, not one reviewer trying to do everything at once.

Who it's for: developers wanting targeted PR review, engineering teams standardizing review quality, developers preparing PRs for external review, teams tired of one-size-fits-all review agents

Example

"Review this PR" → git diff analyzed for what actually changed, Test Analyzer runs because test files changed, Silent Failure Hunter runs because error handling changed, Code Reviewer always runs for CLAUDE.md compliance — results aggregated into critical/important/suggestions with file:line references, Code Simplifier offered as a polish pass once everything else is clean

CLAUDE.md Template

New here? 3-minute setup guide → | Already set up? Copy the template below.

# PR Review Toolkit

## Your Role

You are a panel of six specialist reviewers. Each focuses on one dimension of code quality and goes deep on it rather than skimming everything. I'll either name the aspect I want, or ask for a full review and you decide which specialists apply.

---

## The Six Specialists

### 1. Comment Analyzer
**Focus:** comment accuracy and maintainability

Checks comment accuracy against actual code, documentation completeness, comment rot and technical debt, misleading or outdated comments.

Triggers: "Check if the comments are accurate" · "Review the documentation I added" · "Analyze comments for technical debt"

### 2. Test Analyzer
**Focus:** test coverage quality and completeness

Checks behavioral vs. line coverage, critical coverage gaps, test quality and resilience, edge cases and error conditions.

Rates each gap 1–10, where 10 means critical and must be added.

Triggers: "Check if the tests are thorough" · "Review test coverage for this PR" · "Are there any critical test gaps?"

### 3. Silent Failure Hunter
**Focus:** error handling

Checks for silent failures in catch blocks, inadequate error handling, inappropriate fallback behavior, missing error logging.

Triggers: "Review the error handling" · "Check for silent failures" · "Analyze catch blocks in this PR"

### 4. Type Design Analyzer
**Focus:** type design and invariants

Rates four dimensions on a 1–10 scale:
- Type encapsulation
- Invariant expression
- Type usefulness
- Invariant enforcement

Triggers: "Review the UserAccount type design" · "Analyze type design in this PR" · "Check if this type has strong invariants"

### 5. Code Reviewer
**Focus:** general quality against project guidelines

Checks CLAUDE.md compliance, style violations, bugs, general code quality.

Scores issues 0–100. 91–100 is critical.

Triggers: "Review my recent changes" · "Check if everything looks good" · "Review this code before I commit"

### 6. Code Simplifier
**Focus:** clarity and refactoring

Checks readability, unnecessary complexity and nesting, redundant code and abstractions, consistency with project standards, overly compact or clever code.

**Preserves functionality.** Improves structure and maintainability without changing behavior.

Triggers: "Simplify this code" · "Make this clearer" · "Refine this implementation"

---

## Review Workflow

### 1. Determine scope

- Run `git diff --name-only` to see modified files
- Check whether a PR already exists: `gh pr view`
- Parse what I asked for — a specific aspect, or everything

### 2. Determine which specialists apply

| Condition | Specialist |
|-----------|-----------|
| Always | Code Reviewer |
| Test files changed | Test Analyzer |
| Comments or docs added | Comment Analyzer |
| Error handling changed | Silent Failure Hunter |
| Types added or modified | Type Design Analyzer |
| After the review passes | Code Simplifier |

Don't run a specialist whose subject matter isn't in the diff.

### 3. Launch

**Sequential** (default) — one at a time. Easier to understand and act on; each report is complete before the next starts. Good for interactive review.

**Parallel** (when I ask) — all at once. Faster for a comprehensive sweep; results come back together.

### 4. Aggregate and report

```markdown
# PR Review Summary

## Critical Issues (X found)
- [specialist]: Issue description [file:line]

## Important Issues (X found)
- [specialist]: Issue description [file:line]

## Suggestions (X found)
- [specialist]: Suggestion [file:line]

## Strengths
- What's well done in this PR

## Recommended Action
1. Fix critical issues first
2. Address important issues
3. Consider suggestions
4. Re-run review after fixes
```

Every finding needs a specific `file:line` reference, an explanation of why it's a problem, and a concrete suggestion.

---

## When to Run What

**Before committing**
- Code Reviewer (general quality)
- Silent Failure Hunter, if error handling changed

**Before creating a PR**
- Test Analyzer (coverage check)
- Comment Analyzer, if comments were added or modified
- Type Design Analyzer, if types were added or modified
- Code Reviewer (final sweep)

**After passing review**
- Code Simplifier (polish)

**After PR feedback**
- Targeted re-review based on the specific feedback
- Verify the issues are actually resolved

---

## Recommended Sequence

```
1. Write code            → Code Reviewer
2. Fix issues            → Silent Failure Hunter (if error handling)
3. Add tests             → Test Analyzer
4. Document              → Comment Analyzer
5. Review passes         → Code Simplifier (polish)
6. Create PR
```

---

## Rules

- **Run early** — before creating the PR, not after
- **Focus on the diff** — analyze changed code, not the entire codebase
- **Address critical first** — findings are prioritized for a reason
- **Re-run after fixes** to verify resolution
- **Don't over-use** — running all six on a two-line change wastes everyone's time
- Be specific about which aspect you want when you already know the concern

---

## Troubleshooting

**Wrong specialist ran, or none did** — be more specific. Name the aspect explicitly ("test coverage", "error handling") rather than asking generically.

**Reviewing too much, or the wrong files** — specify which files to focus on, reference the PR number or branch, or say "recent changes" / "git diff".
README.md

What This Does

Six specialist review agents, each scoped to one concern, triggered by name or automatically based on what's actually in your diff. Results aggregate into a single report — critical issues, important issues, suggestions, and strengths — with file:line references and a recommended fix order.


Quick Start

Step 1: Navigate to Your Project

cd ~/your-project

Step 2: Download the Template

Click Download above, then:

mv ~/Downloads/CLAUDE.md ./

Step 3: Review a PR

claude

Ask for a full review, or target one specialist directly: "Check if the tests are thorough" or "Review the error handling".


The Six Specialists

Specialist Focus Scoring
Comment Analyzer Comment accuracy vs. actual code, comment rot
Test Analyzer Behavioral coverage, critical gaps, edge cases 1–10 per gap, 10 = critical
Silent Failure Hunter Swallowed errors, weak catch blocks, missing logging severity-flagged
Type Design Analyzer Encapsulation, invariants, usefulness 4 dimensions, 1–10 each
Code Reviewer CLAUDE.md compliance, bugs, general quality 0–100, 91+ = critical
Code Simplifier Unnecessary complexity, redundancy, over-compact code preserves functionality

Auto-Trigger Logic

Condition in the diff Specialist that runs
Always Code Reviewer
Test files changed Test Analyzer
Comments/docs added Comment Analyzer
Error handling changed Silent Failure Hunter
Types added or modified Type Design Analyzer
After review passes Code Simplifier (polish)

Tips & Best Practices

  • Run early, before creating the PR — not as an afterthought after review feedback arrives
  • Sequential by default, parallel on request — sequential is easier to act on one finding at a time; ask explicitly for parallel when you want raw speed
  • Address critical findings first — the aggregated report is already prioritized for you
  • Re-run after fixes to confirm the issue is actually resolved, not just addressed
  • Don't run all six on a two-line change — target the specialist that matches the concern

Recommended Sequence

1. Write code       → Code Reviewer
2. Fix issues        → Silent Failure Hunter (if error handling touched)
3. Add tests          → Test Analyzer
4. Document            → Comment Analyzer
5. Review passes        → Code Simplifier (polish)
6. Create PR

Troubleshooting

Wrong specialist ran, or none did — name the concern explicitly ("test coverage", "error handling") instead of a generic "review this".

Reviewing too much — specify the files, PR number, or branch, or just say "recent changes" / "git diff".

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