Chunk CLI is a tool that bridges the gap between AI coding agents and team-specific code quality standards. It works in three stages: `build-prompt` mines real GitHub PR review history to generate a team-specific review prompt; `chunk init` and `chunk skill install` wire commit gates and review skills into Claude Code via lifecycle hooks so tests and linting run automatically before every commit; and `chunk task` hands off systematic fixes to autonomous CircleCI pipeline agents that validate changes and open PRs. The tutorial walks through each command against a sample TypeScript/Node.js API project, showing how recurring review patterns (security, input validation, TypeScript safety) get encoded, enforced locally, and applied at scale in CI.

16m read timeFrom circleci.com
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Table of contents
This tutorial covers:Part 1: Mining review history with build-promptPart 2: Closing the inner loop with chunk init and chunk skillPart 3: Autonomous fixes with chunk taskPut it to work on your code

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