This pipeline uses Claude to review pull requests automatically. It checks code quality, security, style compliance, and test coverage, posting inline comments and a summary review.
适用场景
Engineering teams wanting faster PR reviews and consistent quality standards.
前提条件
Claude API access, GitHub repo admin, webhook hosting
工作流图
Claude 团队代码审查流水线
分步指南
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GitHub Webhook Setup
Configure GitHub webhook for pull_request events. Point to your server (n8n or custom). The webhook sends PR metadata and diff data.
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Claude Analysis
Send PR diff to Claude with review criteria: 1) Code style (per team standards), 2) Security (OWASP), 3) Performance, 4) Test coverage, 5) Documentation. Claude generates structured review.
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Inline Comment Posting
Parse Claude output and post inline comments on specific GitHub PR lines using GitHub API. Critical issues trigger changes requested. Clean PRs get approved.
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Summary & Metrics
Post summary review comment with: issues found by category, review time, files checked. Track metrics in dashboard for continuous improvement.
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Feedback Loop
Track which AI suggestions were accepted vs rejected by developers. Monthly analysis refines the review prompt for better accuracy.