Code Review Pipeline

PR Review Pipeline

Orchestrates the full pull request review: fetch, analyse, check style, scan security, summarise, decide

Code Analysis

Analyses code for patterns, complexity, and potential bugs across common languages

Security Scanning

Identifies security vulnerabilities, insecure patterns, and dependency risks in code

Style Checking

Validates code against style guidelines, naming conventions, and formatting standards

Approval Decision

Makes an approve or request-changes decision with structured reasoning

Inline Comments

Generates precise inline code comments for specific issues found during review

Review Summary

Generates a structured, readable summary of all review findings for a pull request

Security Report

Produces a detailed security findings report with risk ratings and remediation guidance

Style Violations

Lists style guide violations with specific fix suggestions and auto-fix indicators

Anthropic Claude

Claude API service providing language model capabilities for analysis and generation

GitHub MCP

GitHub Model Context Protocol service for pull request access and review posting

Review Standards

Coding standards and review criteria used as the baseline for all analysis passes