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Code Review Automation

基于 Python 命令行的 GitHub 拉取请求审查工具,可列出、搜索和查看 PR 详情与文件变更及仓库信息,并调用 Claude 进行 AI 代码审查与质量评分,同时提供安全漏洞扫描和风格检查,支持通过 .reviewrc 配置规则。

hirofumiko
hirofumiko
热度 82.18
最近更新 2026-05-11 17:31:53
分类:开发依赖:代码执行 / 第三方 API / 读写文件 / 内部调用大模型应用场景:代码审查 / API 集成 / 自动化脚本

安装技能

复制下面的话术发给你的 Agent,它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill: npx secure-skills-cli add code-review-automation
Metadata
name
code-review-automation
displayName
Code Review Automation
version
1.0.0
author
Fumi (Hirofumi's AI Agent)
description
Automated code review for GitHub pull requests using Claude LLM. PR analysis, security scanning, and style checking.
category
development
tags
["github","code-review","claude","automation","security","style-check"]
license
MIT
icon
🔍
command
uv run --with PyGithub --with anthropic --with rich --with typer --with python-dotenv python -m code_review.cli

🔍 Code Review Automation

Automated code review for GitHub pull requests using Claude LLM

Automatically analyze GitHub pull requests, provide intelligent code reviews, security scanning, and style checking using Claude AI.

✨ Features

  • PR Listing - View all pull requests in a repository
  • PR Details - Get comprehensive information about any PR
  • File Changes - See exactly what files changed
  • PR Search - Search PRs by keyword
  • Repository Info - Get general repository statistics
  • Claude Analysis - AI-powered code review using Claude LLM
  • Code Quality Scoring - Automated quality assessment (0-100)
  • Security Scanning - Automated security vulnerability detection
  • Style Checking - Automated style and linting checks
  • Full Review - Complete review with all checks
  • Configurable - Custom rules via .reviewrc

🚀 Quick Start

1. Install Dependencies

uv pip install PyGithub anthropic rich typer python-dotenv

2. Setup GitHub API Token

Get your GitHub Personal Access Token:

  1. Go to GitHub Settings → Developer settings → Personal access tokens
  2. Generate a new token with repo scope
  3. Create .env file:
GITHUB_TOKEN=your_github_pat_here

3. Review Pull Requests

# List open PRs
code-review list-prs owner/repo

# Show PR details
code-review pr-info owner/repo 123

# Show files changed
code-review pr-files owner/repo 123

# Analyze PR with Claude AI
code-review review-pr owner/repo 123

📋 Commands

list-prs

List pull requests from a repository.

code-review list-prs owner/repo

Options:

  • --state: PR state (open, closed, all) - default: open
  • --limit: Maximum PRs to show - default: 10

pr-info

Show detailed information about a specific PR.

code-review pr-info owner/repo 123

Shows:

  • Title and description
  • Author and timestamps
  • File change statistics
  • Labels and merge status

pr-files

Show files changed in a PR.

code-review pr-files owner/repo 123

Shows:

  • Changed files
  • Status (added, modified, deleted)
  • Additions and deletions per file

search-prs

Search pull requests by keyword.

code-review search-prs owner/repo --query "bug"

Options:

  • --query: Search keyword (required)
  • --state: PR state (open, closed, all) - default: open
  • --limit: Maximum PRs to show - default: 10

repo-info

Show general repository information.

code-review repo-info owner/repo

Shows:

  • Repository name and description
  • Programming language
  • Stars and forks count
  • Open issues and PRs
  • Creation and update dates

review-pr

Analyze a pull request using Claude AI.

code-review review-pr owner/repo 123

Shows:

  • AI-powered code review
  • Code quality score (0-100)
  • Security considerations
  • Best practices
  • Specific recommendations

Requires:

  • GITHUB_TOKEN in .env
  • ANTHROPIC_API_KEY in .env

security-scan

Scan a pull request for security vulnerabilities.

code-review security-scan owner/repo 123

Detects:

  • Exposed secrets (API keys, tokens, passwords)
  • SQL injection vulnerabilities
  • Command injection vulnerabilities
  • Hardcoded credentials
  • Weak cryptography (MD5, SHA1, RC4, DES)
  • Unsafe deserialization (pickle)

Options:

  • --config: Configuration file path

style-check

Check a pull request for style and linting issues.

code-review style-check owner/repo 123

Checks:

  • Line length violations
  • Naming convention violations
  • Import order
  • Blank lines
  • Whitespace issues
  • Missing docstrings

Options:

  • --config: Configuration file path

full-review

Run full code review (LLM + Security + Style) on a pull request.

code-review full-review owner/repo 123

Combines:

  • LLM analysis (code quality score)
  • Security scanning
  • Style checking

Options:

  • --config: Configuration file path
  • --skip-llm: Skip LLM analysis
  • --skip-security: Skip security scan
  • --skip-style: Skip style check

config-init

Initialize a default configuration file.

code-review config-init --output .reviewrc

Creates a .reviewrc file with customizable settings for:

  • Security scanning rules
  • Style checking rules
  • LLM analysis settings

🔧 Technical Details

GitHub API Integration

  • Uses PyGithub library
  • Authenticates with Personal Access Token
  • Rate limit handled automatically

LLM Integration

  • Claude API for code analysis
  • Intelligent code review comments
  • Context-aware suggestions
  • Code quality scoring

Security Scanning

  • Static analysis for common vulnerabilities
  • Pattern-based detection
  • Severity-based categorization
  • Configurable rules

Style Checking

  • PEP8 compliance checks
  • Naming convention validation
  • Line length enforcement
  • Import order verification
  • Whitespace checks

Configuration

  • YAML/JSON config files
  • Project-specific settings
  • Customizable thresholds
  • .reviewrc support

📊 Examples

# Run full review
code-review full-review facebook/react 34567

# Security scan only
code-review security-scan owner/repo 123

# Style check only
code-review style-check owner/repo 123

# AI analysis only
code-review review-pr owner/repo 123

# List all closed PRs
code-review list-prs owner/repo --state closed --limit 20

# Initialize config
code-review config-init

🔐 Security

  • GitHub PAT stored in .env file (never committed)
  • No secrets logged or displayed
  • IP whitelist recommended

🚧 Roadmap

v0.2.0 - Claude Integration (Completed)

  • Claude API integration
  • Automated PR analysis
  • Intelligent review comments
  • Code quality scoring

v0.3.0 - Security & Style (Current)

  • Security vulnerability scanning
  • Style and linting checks
  • Automated fix suggestions
  • Configuration file support
  • Full review command

v1.0.0 (Planned)

  • Multi-platform support (GitLab, Bitbucket)
  • CI/CD integration
  • Team collaboration features
  • Review dashboard

📄 License

MIT

🙋 Support

For issues or questions:

  • Check the documentation
  • Open an issue on GitHub