AI-Implement, and within minutes Claude Code checks out the repo, implements the ticket, opens a pull request, and posts a gap analysis comparing what was built to what was asked. Your team reviews in the tools they already use — nothing changes about how you ship.
Quick Start
Get from zero to your first AI-generated PR in under 30 minutes.
How It Works
Understand the full lifecycle from Linear label to merged PR.
Setup Guide
Step-by-step instructions for connecting Linear, GitHub, and your runner.
Customize Prompts
Tailor the WORKFLOW.md and PLANNING.md templates for your stack.
How it works in 60 seconds
Label an issue
Add the
AI-Implement label to any Linear issue. Write a clear, focused ticket — that’s your prompt.Claude implements it
The orchestrator picks up the issue, dispatches a GitHub Actions workflow in your target repo, and Claude Code reads your codebase and implements the change.
Review the PR
A pull request appears in your repo with a gap analysis comment showing what was implemented and what (if anything) still needs attention.
What makes it different
AI-Implement is built for teams, not individual developers. The ticket is the prompt, and your existing Linear backlog is the context. Every run produces a PR, a gap analysis, and a Linear status update — so reviewers always know exactly what was attempted and why.Works in your CI
Runs inside GitHub Actions with your own secrets. Nothing leaves your infrastructure.
Multiple repos & orgs
One orchestrator, many repos across many GitHub organizations.
AWS Bedrock support
Use Anthropic’s API, Claude OAuth, or AWS Bedrock — configured per repo.