coderabbit-reference-architecture

Implement CodeRabbit reference architecture with production-grade .coderabbit.yaml configuration. Use when designing review configuration for a new project, establishing team standards, or building a comprehensive review setup from scratch. Trigger with phrases like "coderabbit architecture", "coderabbit best practices", "coderabbit project structure", "coderabbit reference config", "coderabbit full setup".

1,868 stars

Best use case

coderabbit-reference-architecture is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

Implement CodeRabbit reference architecture with production-grade .coderabbit.yaml configuration. Use when designing review configuration for a new project, establishing team standards, or building a comprehensive review setup from scratch. Trigger with phrases like "coderabbit architecture", "coderabbit best practices", "coderabbit project structure", "coderabbit reference config", "coderabbit full setup".

Teams using coderabbit-reference-architecture should expect a more consistent output, faster repeated execution, less prompt rewriting.

When to use this skill

  • You want a reusable workflow that can be run more than once with consistent structure.

When not to use this skill

  • You only need a quick one-off answer and do not need a reusable workflow.
  • You cannot install or maintain the underlying files, dependencies, or repository context.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/coderabbit-reference-architecture/SKILL.md --create-dirs "https://raw.githubusercontent.com/jeremylongshore/claude-code-plugins-plus-skills/main/plugins/saas-packs/coderabbit-pack/skills/coderabbit-reference-architecture/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/coderabbit-reference-architecture/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How coderabbit-reference-architecture Compares

Feature / Agentcoderabbit-reference-architectureStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

Implement CodeRabbit reference architecture with production-grade .coderabbit.yaml configuration. Use when designing review configuration for a new project, establishing team standards, or building a comprehensive review setup from scratch. Trigger with phrases like "coderabbit architecture", "coderabbit best practices", "coderabbit project structure", "coderabbit reference config", "coderabbit full setup".

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

Related Guides

SKILL.md Source

# CodeRabbit Reference Architecture

## Overview
Complete reference architecture for CodeRabbit AI code review in a production team. Covers the full configuration file, path-specific review instructions per project type, tool integrations, CI pipeline integration, and the review lifecycle. Use this as a starting template and customize for your team.

## Architecture Diagram
```
Developer pushes code
         │
         ▼
┌─────────────────────────┐
│     Pull Request        │
│  (targets base branch)  │
└─────────┬───────────────┘
          │
          ▼
┌─────────────────────────┐
│   CodeRabbit AI Review  │
│  Reads: .coderabbit.yaml│
│  from base branch       │
│                         │
│  Outputs:               │
│  ├── Walkthrough summary│
│  ├── Sequence diagrams  │
│  ├── Line-level comments│
│  └── Review state       │
└─────────┬───────────────┘
          │
    ┌─────┴──────┐
    │            │
    ▼            ▼
┌────────┐  ┌────────────┐
│ APPROVED│  │ CHANGES    │
│         │  │ REQUESTED  │
└────┬───┘  └─────┬──────┘
     │            │
     ▼            ▼
  Merge      Developer fixes
  (if branch   and pushes
  protection   (incremental
  passes)      re-review)
```

## Instructions

### Step 1: Full Reference Configuration
```yaml
# .coderabbit.yaml - Production Reference Architecture
# Copy this file and customize for your project.

language: "en-US"
early_access: false

# Tone customization
tone_instructions: |
  Be concise and direct. Use bullet points for multiple suggestions.
  Include code examples for non-obvious fixes.
  Rate severity: Critical > Warning > Suggestion > Nitpick.

reviews:
  # Review behavior
  profile: "assertive"
  request_changes_workflow: true
  high_level_summary: true
  high_level_summary_in_walkthrough: true
  review_status: true
  collapse_walkthrough: false
  sequence_diagrams: true
  poem: false

  # Automatic review triggers
  auto_review:
    enabled: true
    drafts: false
    base_branches:
      - main
      - develop
      - "release/*"
    ignore_title_keywords:
      - "WIP"
      - "DO NOT MERGE"
      - "chore: bump"
      - "chore(deps)"

  # File exclusions (skip files with no review value)
  path_filters:
    - "!**/*.lock"
    - "!**/package-lock.json"
    - "!**/pnpm-lock.yaml"
    - "!**/yarn.lock"
    - "!**/*.snap"
    - "!**/*.generated.*"
    - "!**/generated/**"
    - "!dist/**"
    - "!build/**"
    - "!**/*.min.js"
    - "!**/*.min.css"
    - "!vendor/**"
    - "!**/__mocks__/**"
    - "!**/fixtures/**"

  # Path-specific review instructions
  path_instructions:
    # API layer
    - path: "src/api/**"
      instructions: |
        Review for:
        - Input validation on all request parameters
        - Proper HTTP status codes (don't use 200 for errors)
        - Auth middleware applied to protected routes
        - Error response format (consistent structure)
        - Rate limiting on public endpoints
        Flag: missing error handling, unvalidated input, SQL injection

    # Database layer
    - path: "src/db/**"
      instructions: |
        Review for:
        - Parameterized queries (no string concatenation in SQL)
        - Transaction boundaries on multi-table mutations
        - Connection cleanup (no connection leaks)
        - Index usage for complex queries
        Flag: N+1 query patterns, raw SQL with user input

    # Authentication
    - path: "src/auth/**"
      instructions: |
        SECURITY-CRITICAL. Review for:
        - Password hashing (bcrypt/argon2 only, never MD5/SHA)
        - Token expiry configuration
        - Session management and fixation prevention
        - CSRF protection on state-changing operations
        - Brute force protection

    # Frontend components
    - path: "src/components/**"
      instructions: |
        Review for:
        - Accessibility (aria labels, keyboard navigation, screen reader support)
        - Performance (memoization, lazy loading, bundle size impact)
        - Proper state management (no prop drilling beyond 2 levels)
        Ignore: CSS naming conventions, import order

    # Tests
    - path: "**/*.test.*"
      instructions: |
        Review for:
        - Assertion completeness (not just checking status codes)
        - Edge case coverage (null, empty, boundary values)
        - Proper async handling (await, done callbacks)
        - Test isolation (no shared mutable state)
        Do NOT comment on: test naming conventions, import order

    # CI/CD pipelines
    - path: ".github/workflows/**"
      instructions: |
        Review for:
        - Pin action versions to SHA commit hash (not tags)
        - No secrets in step names, echo, or log output
        - timeout-minutes on all jobs
        - Use OIDC for cloud provider auth
        - Minimal permissions on GITHUB_TOKEN

    # Infrastructure
    - path: "**/*.tf"
      instructions: |
        Review for:
        - No hardcoded credentials or keys
        - Encryption enabled on storage and databases
        - Security groups: no 0.0.0.0/0 ingress except 443
        - IAM: least privilege, no wildcard actions

  # Finishing touches (Pro+)
  finishing_touches:
    docstrings:
      enabled: true

  # Linter tool integrations
  tools:
    eslint:
      enabled: true
    biome:
      enabled: true
    shellcheck:
      enabled: true
    markdownlint:
      enabled: true

chat:
  auto_reply: true
```

### Step 2: Project-Specific Templates

**Node.js/TypeScript Backend:**
```yaml
# Add to path_instructions:
    - path: "src/middleware/**"
      instructions: "Review for proper error propagation, request/response typing."
    - path: "src/services/**"
      instructions: "Review for dependency injection, proper error handling, testability."
    - path: "prisma/migrations/**"
      instructions: "Verify: backward compatibility, rollback safety, no data loss."
```

**React/Next.js Frontend:**
```yaml
# Add to path_instructions:
    - path: "src/hooks/**"
      instructions: "Review for: cleanup in useEffect, dependency arrays, race conditions."
    - path: "src/pages/**"
      instructions: "Review for: SSR/SSG correctness, SEO meta tags, performance."
    - path: "src/lib/**"
      instructions: "Review for: tree-shaking friendly exports, no side effects."
```

**Python/Django Backend:**
```yaml
# Add to path_instructions:
    - path: "**/*.py"
      instructions: |
        Review for: type hints, proper exception handling, no mutable default args.
        Check: context manager usage, proper async patterns.
    - path: "**/models.py"
      instructions: "Review for: index definitions, migration compatibility, field validation."
    - path: "**/views.py"
      instructions: "Review for: permission classes, serializer validation, query optimization."
```

### Step 3: CI Pipeline Integration
```yaml
# .github/workflows/pr-checks.yml
name: PR Checks

on:
  pull_request:
    types: [opened, synchronize, reopened]

jobs:
  # Your existing CI checks
  test:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4
      - run: npm ci
      - run: npm test

  # CodeRabbit review gate (optional)
  coderabbit-gate:
    runs-on: ubuntu-latest
    if: github.event.action == 'opened'
    steps:
      - name: CodeRabbit review expected
        uses: actions/github-script@v7
        with:
          script: |
            core.info('CodeRabbit will review this PR automatically.');
            core.info('Reviews typically post within 2-5 minutes.');
```

### Step 4: Team Onboarding Document
```markdown
# CodeRabbit Quick Reference for Developers

## What happens when you open a PR:
1. CodeRabbit reviews automatically (2-5 min)
2. Posts a walkthrough summary comment
3. Adds line-level suggestions
4. Sets review state (Approved / Changes Requested)

## Commands (post in any PR comment):
@coderabbitai full review       - Re-review all files
@coderabbitai summary           - Regenerate walkthrough
@coderabbitai resolve           - Mark all comments resolved
@coderabbitai generate-docstrings - Auto-generate docstrings
@coderabbitai configuration     - Show active config
@coderabbitai help              - List all commands

## Tips:
- Reply to comments to teach CodeRabbit your preferences
- Add "WIP" to PR title to skip review
- Keep PRs under 500 lines for best review quality
- Use @coderabbitai run <recipe> for finishing touches
```

## Output
- Complete reference `.coderabbit.yaml` with all configuration sections
- Project-specific path instruction templates
- CI pipeline integration for review gating
- Team onboarding quick reference document

## Error Handling
| Issue | Cause | Solution |
|-------|-------|----------|
| Config not applied | YAML syntax error | Validate with `python3 -c "import yaml; yaml.safe_load(open('.coderabbit.yaml'))"` |
| Too many comments | Profile too aggressive or no path_instructions | Switch to `chill` or add contextual instructions |
| Reviews on generated files | Missing path_filters | Add `!**/generated/**` and similar exclusions |
| Wrong branch config | Config not on base branch | Commit `.coderabbit.yaml` to the PR's target branch |

## Resources
- [CodeRabbit Configuration Reference](https://docs.coderabbit.ai/reference/configuration)
- [CodeRabbit Path Instructions](https://docs.coderabbit.ai/guides/review-instructions)
- [CodeRabbit Tools](https://docs.coderabbit.ai/tools)
- [CodeRabbit Finishing Touches](https://docs.coderabbit.ai/finishing-touches)

## Next Steps
For initial setup, see `coderabbit-install-auth`. For tuning, see `coderabbit-core-workflow-b`.

Related Skills

workhuman-reference-architecture

1868
from jeremylongshore/claude-code-plugins-plus-skills

Workhuman reference architecture for employee recognition and rewards API. Use when integrating Workhuman Social Recognition, or building recognition workflows with HRIS systems. Trigger: "workhuman reference architecture".

wispr-reference-architecture

1868
from jeremylongshore/claude-code-plugins-plus-skills

Wispr Flow reference architecture for voice-to-text API integration. Use when integrating Wispr Flow dictation, WebSocket streaming, or building voice-powered applications. Trigger: "wispr reference architecture".

windsurf-reference-architecture

1868
from jeremylongshore/claude-code-plugins-plus-skills

Implement Windsurf reference architecture with optimal project structure and AI configuration. Use when designing workspace configuration for Windsurf, setting up team standards, or establishing architecture patterns that maximize Cascade effectiveness. Trigger with phrases like "windsurf architecture", "windsurf project structure", "windsurf best practices", "windsurf team setup", "optimize for cascade".

windsurf-architecture-variants

1868
from jeremylongshore/claude-code-plugins-plus-skills

Choose workspace architectures for different project scales in Windsurf. Use when deciding how to structure Windsurf workspaces for monorepos, multi-service setups, or polyglot codebases. Trigger with phrases like "windsurf workspace strategy", "windsurf monorepo", "windsurf project layout", "windsurf multi-service", "windsurf workspace size".

webflow-reference-architecture

1868
from jeremylongshore/claude-code-plugins-plus-skills

Implement Webflow reference architecture — layered project structure, client wrapper, CMS sync service, webhook handlers, and caching layer for production integrations. Trigger with phrases like "webflow architecture", "webflow project structure", "how to organize webflow", "webflow integration design", "webflow best practices".

vercel-reference-architecture

1868
from jeremylongshore/claude-code-plugins-plus-skills

Implement a Vercel reference architecture with layered project structure and best practices. Use when designing new Vercel projects, reviewing project structure, or establishing architecture standards for Vercel applications. Trigger with phrases like "vercel architecture", "vercel project structure", "vercel best practices layout", "how to organize vercel project".

vercel-architecture-variants

1868
from jeremylongshore/claude-code-plugins-plus-skills

Choose and implement Vercel architecture blueprints for different scales and use cases. Use when designing new Vercel projects, choosing between static, serverless, and edge architectures, or planning how to structure a multi-project Vercel deployment. Trigger with phrases like "vercel architecture", "vercel blueprint", "how to structure vercel", "vercel monorepo", "vercel multi-project".

veeva-reference-architecture

1868
from jeremylongshore/claude-code-plugins-plus-skills

Veeva Vault reference architecture for REST API and clinical operations. Use when working with Veeva Vault document management and CRM. Trigger: "veeva reference architecture".

vastai-reference-architecture

1868
from jeremylongshore/claude-code-plugins-plus-skills

Implement Vast.ai reference architecture for GPU compute workflows. Use when designing ML training pipelines, structuring GPU orchestration, or establishing architecture patterns for Vast.ai applications. Trigger with phrases like "vastai architecture", "vastai design pattern", "vastai project structure", "vastai ml pipeline".

twinmind-reference-architecture

1868
from jeremylongshore/claude-code-plugins-plus-skills

Production architecture for meeting AI systems using TwinMind: transcription pipeline, memory vault, action item workflow, and calendar integration. Use when implementing reference architecture, or managing TwinMind meeting AI operations. Trigger with phrases like "twinmind reference architecture", "twinmind reference architecture".

together-reference-architecture

1868
from jeremylongshore/claude-code-plugins-plus-skills

Together AI reference architecture for inference, fine-tuning, and model deployment. Use when working with Together AI's OpenAI-compatible API. Trigger: "together reference architecture".

techsmith-reference-architecture

1868
from jeremylongshore/claude-code-plugins-plus-skills

TechSmith reference architecture for Snagit COM API and Camtasia automation. Use when working with TechSmith screen capture and video editing automation. Trigger: "techsmith reference architecture".