Claude Code as a first-pass reviewer — reads diffs, leaves inline comments, and labels PRs by risk.
This workflow is engineered for high-velocity engineering teams who want rigorous PR auditing without the manual overhead. Claude acts as a primary reviewer, identifying potential security flaws, logic errors, and architectural inconsistencies before a human engineer even opens the PR.
Categorises PRs by complexity, impacted systems, and priority via semantic analysis.
Inline snippets for optimisation, performance fixes, and clean-code adherence.
Install the CLI and authenticate with your Anthropic API key. Uses claude-opus-4-7 by default.
npm install -g @anthropic-ai/claude-code claude login
In your repo settings, point a webhook at the agent endpoint. Enable Pull Request events and set a secret token.
Download the workflow JSON above, drop it into your Claude Code agents folder, and map your tokens.