Skip to main content
ClaudeWave
anthropics avatar
anthropics

claude-code-security-review

View on GitHub

An AI-powered security review GitHub Action using Claude to analyze code changes for security vulnerabilities.

Tools5.2k stars537 forksPythonMITUpdated 4mo ago
Editor's note

This GitHub Action integrates Claude Code into pull request workflows to perform automated security reviews of code changes. When a PR is opened, the action runs a Python-based audit pipeline that extracts the diff, sends changed files through Claude Code for semantic analysis, filters findings via a separate Claude API call to remove false positives, and posts inline review comments on the affected lines. The tool covers a broad range of vulnerability classes including SQL injection, XSS, hardcoded secrets, insecure deserialization, TOCTOU race conditions, and weak cryptography, and it works across any programming language. Configuration options include a custom false-positive filtering instructions file, a custom scan instructions file, selectable model (defaulting to claude-opus-4-1), and a per-commit execution toggle. A notable caveat in the documentation warns that the action is not hardened against prompt injection and should only run on PRs from trusted contributors. Security teams and DevOps engineers maintaining repositories on GitHub are the primary audience.

ClaudeWave Trust Score
100/100
Verified
Passed
  • Open-source license (MIT)
  • Healthy fork ratio
  • Clear description
  • Trusted owner (anthropics)
  • Documented (README)
Last scanned: 6/11/2026
Get started
Method: Clone
Terminal
git clone https://github.com/anthropics/claude-code-security-review
1. Clone the repository.
2. Follow the README for installation and usage instructions.
Use cases

Tools overview

# Claude Code Security Reviewer

An AI-powered security review GitHub Action using Claude to analyze code changes for security vulnerabilities. This action provides intelligent, context-aware security analysis for pull requests using Anthropic's Claude Code tool for deep semantic security analysis. See our blog post [here](https://www.anthropic.com/news/automate-security-reviews-with-claude-code) for more details.

## Features

- **AI-Powered Analysis**: Uses Claude's advanced reasoning to detect security vulnerabilities with deep semantic understanding
- **Diff-Aware Scanning**: For PRs, only analyzes changed files
- **PR Comments**: Automatically comments on PRs with security findings
- **Contextual Understanding**: Goes beyond pattern matching to understand code semantics
- **Language Agnostic**: Works with any programming language
- **False Positive Filtering**: Advanced filtering to reduce noise and focus on real vulnerabilities

## Quick Start

Add this to your repository's `.github/workflows/security.yml`:

```yaml
name: Security Review

permissions:
  pull-requests: write  # Needed for leaving PR comments
  contents: read

on:
  pull_request:

jobs:
  security:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4
        with:
          ref: ${{ github.event.pull_request.head.sha || github.sha }}
          fetch-depth: 2
      
      - uses: anthropics/claude-code-security-review@main
        with:
          comment-pr: true
          claude-api-key: ${{ secrets.CLAUDE_API_KEY }}
```

## Security Considerations

This action is not hardened against prompt injection attacks and should only be used to review trusted PRs. We recommend [configuring your repository](https://docs.github.com/en/repositories/managing-your-repositorys-settings-and-features/enabling-features-for-your-repository/managing-github-actions-settings-for-a-repository#controlling-changes-from-forks-to-workflows-in-public-repositories) to use the "Require approval for all external contributors" option to ensure workflows only run after a maintainer has reviewed the PR.

## Configuration Options

### Action Inputs

| Input | Description | Default | Required |
|-------|-------------|---------|----------|
| `claude-api-key` | Anthropic Claude API key for security analysis. <br>*Note*: This API key needs to be enabled for both the Claude API and Claude Code usage. | None | Yes |
| `comment-pr` | Whether to comment on PRs with findings | `true` | No |
| `upload-results` | Whether to upload results as artifacts | `true` | No |
| `exclude-directories` | Comma-separated list of directories to exclude from scanning | None | No |
| `claude-model` | Claude [model name](https://docs.anthropic.com/en/docs/about-claude/models/overview#model-names) to use. Defaults to Opus 4.1. | `claude-opus-4-1-20250805` | No |
| `claudecode-timeout` | Timeout for ClaudeCode analysis in minutes | `20` | No |
| `run-every-commit` | Run ClaudeCode on every commit (skips cache check). Warning: May increase false positives on PRs with many commits. | `false` | No |
| `false-positive-filtering-instructions` | Path to custom false positive filtering instructions text file | None | No |
| `custom-security-scan-instructions` | Path to custom security scan instructions text file to append to audit prompt | None | No |

### Action Outputs

| Output | Description |
|--------|-------------|
| `findings-count` | Total number of security findings |
| `results-file` | Path to the results JSON file |

## How It Works

### Architecture

```
claudecode/
├── github_action_audit.py  # Main audit script for GitHub Actions
├── prompts.py              # Security audit prompt templates
├── findings_filter.py      # False positive filtering logic
├── claude_api_client.py    # Claude API client for false positive filtering
├── json_parser.py          # Robust JSON parsing utilities
├── requirements.txt        # Python dependencies
├── test_*.py               # Test suites
└── evals/                  # Eval tooling to test CC on arbitrary PRs
```

### Workflow

1. **PR Analysis**: When a pull request is opened, Claude analyzes the diff to understand what changed
2. **Contextual Review**: Claude examines the code changes in context, understanding the purpose and potential security implications
3. **Finding Generation**: Security issues are identified with detailed explanations, severity ratings, and remediation guidance
4. **False Positive Filtering**: Advanced filtering removes low-impact or false positive prone findings to reduce noise
5. **PR Comments**: Findings are posted as review comments on the specific lines of code

## Security Analysis Capabilities

### Types of Vulnerabilities Detected

- **Injection Attacks**: SQL injection, command injection, LDAP injection, XPath injection, NoSQL injection, XXE
- **Authentication & Authorization**: Broken authentication, privilege escalation, insecure direct object references, bypass logic, session flaws
- **Data Exposure**: Hardcoded secrets, sensitive data logging, information disclosure, PII handling violations
- **Cryptographic Issues**: Weak algorithms, improper key management, insecure random number generation
- **Input Validation**: Missing validation, improper sanitization, buffer overflows
- **Business Logic Flaws**: Race conditions, time-of-check-time-of-use (TOCTOU) issues
- **Configuration Security**: Insecure defaults, missing security headers, permissive CORS
- **Supply Chain**: Vulnerable dependencies, typosquatting risks
- **Code Execution**: RCE via deserialization, pickle injection, eval injection
- **Cross-Site Scripting (XSS)**: Reflected, stored, and DOM-based XSS

### False Positive Filtering

The tool automatically excludes a variety of low-impact and false positive prone findings to focus on high-impact vulnerabilities:
- Denial of Service vulnerabilities
- Rate limiting concerns
- Memory/CPU exhaustion issues
- Generic input validation without proven impact
- Open redirect vulnerabilities

The false positive filtering can also be tuned as needed for a given project's security goals.

### Benefits Over Traditional SAST

- **Contextual Understanding**: Understands code semantics and intent, not just patterns
- **Lower False Positives**: AI-powered analysis reduces noise by understanding when code is actually vulnerable
- **Detailed Explanations**: Provides clear explanations of why something is a vulnerability and how to fix it
- **Adaptive Learning**: Can be customized with organization-specific security requirements

## Installation & Setup

### GitHub Actions

Follow the Quick Start guide above. The action handles all dependencies automatically.

### Local Development

To run the security scanner locally against a specific PR, see the [evaluation framework documentation](claudecode/evals/README.md).

<a id="security-review-slash-command"></a>

## Claude Code Integration: /security-review Command 

By default, Claude Code ships a `/security-review` [slash command](https://docs.anthropic.com/en/docs/claude-code/slash-commands) that provides the same security analysis capabilities as the GitHub Action workflow, but integrated directly into your Claude Code development environment. To use this, simply run `/security-review` to perform a comprehensive security review of all pending changes.

### Customizing the Command

The default `/security-review` command is designed to work well in most cases, but it can also be customized based on your specific security needs. To do so: 

1. Copy the [`security-review.md`](https://github.com/anthropics/claude-code-security-review/blob/main/.claude/commands/security-review.md?plain=1) file from this repository to your project's `.claude/commands/` folder. 
2. Edit `security-review.md` to customize the security analysis. For example, you could add additional organization-specific directions to the false positive filtering instructions. 

## Custom Scanning Configuration

It is also possible to configure custom scanning and false positive filtering instructions, see the [`docs/`](docs/) folder for more details.  

## Testing

Run the test suite to validate functionality:

```bash
cd claude-code-security-review
# Run all tests
pytest claudecode -v
```

## Support

For issues or questions:
- Open an issue in this repository
- Check the [GitHub Actions logs](https://docs.github.com/en/actions/monitoring-and-troubleshooting-workflows/viewing-workflow-run-history) for debugging information

## License

MIT License - see [LICENSE](LICENSE) file for details.

What people ask about claude-code-security-review

What is anthropics/claude-code-security-review?

+

anthropics/claude-code-security-review is tools for the Claude AI ecosystem. An AI-powered security review GitHub Action using Claude to analyze code changes for security vulnerabilities. It has 5.2k GitHub stars and was last updated 4mo ago.

How do I install claude-code-security-review?

+

You can install claude-code-security-review by cloning the repository (https://github.com/anthropics/claude-code-security-review) or following the README instructions on GitHub. ClaudeWave also provides quick install blocks on this page.

Is anthropics/claude-code-security-review safe to use?

+

Our security agent has analyzed anthropics/claude-code-security-review and assigned a Trust Score of 100/100 (tier: Verified). See the full breakdown of passed checks and flags on this page.

Who maintains anthropics/claude-code-security-review?

+

anthropics/claude-code-security-review is maintained by anthropics. The last recorded GitHub activity is from 4mo ago, with 73 open issues.

Are there alternatives to claude-code-security-review?

+

Yes. On ClaudeWave you can browse similar tools at /categories/tools, sorted by popularity or recent activity.

Deploy claude-code-security-review to your cloud

Ship this repo to production in minutes. Each platform spins up its own environment with editable env vars.

Maintain this repo? Add a badge to your README

Drop the badge into your GitHub README to show it's tracked on ClaudeWave. Each badge links back to this page and reflects the live Trust Score.

Featured on ClaudeWave: anthropics/claude-code-security-review
[![Featured on ClaudeWave](https://claudewave.com/api/badge/anthropics-claude-code-security-review)](https://claudewave.com/repo/anthropics-claude-code-security-review)
<a href="https://claudewave.com/repo/anthropics-claude-code-security-review"><img src="https://claudewave.com/api/badge/anthropics-claude-code-security-review" alt="Featured on ClaudeWave: anthropics/claude-code-security-review" width="320" height="64" /></a>