This task can be performed using Pullmaster
The "review routing layer" for GitHub
Best product for this task
Pullmaster
dev-tools
Pullmaster is a GitHub App that intelligently recommends the best code reviewers for pull requests. It analyzes file familiarity, code ownership, author-reviewer affinity, semantic expertise, review quality, and availability to score every potential reviewer. It adapts recommendations based on PR risk level — surfacing experienced reviewers for critical changes and distributing routine updates across the team. No configuration required; it learns from your repository history automatically.
What to expect from an ideal product
- Pullmaster automatically scores reviewers based on their past experience with similar code areas and assigns high-scoring developers to risky pull requests
- The system tracks which developers have successfully reviewed complex changes before and prioritizes them when critical code needs attention
- Risk assessment happens behind the scenes by analyzing code patterns, file types, and change complexity without requiring any setup from your team
- Experienced reviewers get matched to high-stakes changes while routine updates get spread across other team members to balance workload
- The app learns from your repository's review history to identify who catches bugs best and routes important code changes their way
