Find open-source issues.
Ship code that matters.
Issue Pilot continuously indexes unclaimed issues across GitHub, GitLab, Codeberg, and Bugzilla, matching them to your verified stack proficiency and capability target.
Find issues you can actually ship.
Three deterministic stages take you from raw skill signals to an unclaimed ticket ready for a clean pull request.
Map your stack and target complexity
Select active languages, frameworks, and navigation comfort—or sign in with GitHub to derive your capability baseline directly from commit history.
Score every open issue across 6 signals
Eligible issues are evaluated in C++ across skill fit, estimated issue complexity, repository maintenance cadence, maintainer response speed, freshness, and past feedback.
Verify unclaimed status right before display
Before a recommendation renders in your feed, live host API checks confirm the ticket is still open, unassigned, and has zero active pull requests.
The numbers speak
for themselves.
Behind each recommendation is a real production workflow, moving data between federated code hosts, maintainer responsiveness history, and continuous unclaimed verification running every minute.
Ready to ship your next open-source PR?
Calibrate your capability profile in 60 seconds and find verified unclaimed tickets across GitHub, GitLab, Codeberg, and Bugzilla.