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Pullfrog is the GitHub integration for coding agents. Write code, make plans, and review PRs with your favorite agentβ€”without leaving GitHub.

What is Pullfrog?

Pullfrog is an open-source, agent-agnostic harness for asynchronous development inside GitHub. It provides a standard interaction model for any team to automate planning, coding, and review using their preferred agent. Once installed, you can trigger agent runs by tagging @pullfrog anywhere in your repo, from the web dashboard, or via automated triggers.

Key features

  • πŸ”Œ Bring your own agent β€” Works with Claude Code, Cursor, Codex, Copilot, Gemini CLI, OpenCode, and more. Switch agents with a single click to stay state-of-the-art.
  • πŸ’¬ Tag your agent anywhere β€” No new UI to learn. Trigger agent runs with an @mention anywhere in your repoβ€”issues, PRs, comments.
  • ⚑ Automatic triggers β€” Configure automated responses to events like new issues, new PRs, CI failures, or PR reviews.
  • 🧠 Intelligent mode selection β€” Pullfrog automatically selects the right mode based on context: Build for implementation, Review for code reviews, Plan for task breakdowns, or Address Reviews for responding to feedback.
  • πŸ”„ Self-healing PRs β€” Pullfrog automatically addresses CI failures and PR reviews on its own PRs.
  • πŸ‘₯ Built for teams β€” Organization-wide permissions, shared configuration, and async workflows. GitHub remains the single source of truth for access control.
  • πŸ” Secured by GitHub β€” All API keys are stored as GitHub secrets. Actions are performed using short-lived tokens that auto-revoke when the run completes.
  • βš™οΈ Powered by GitHub Actions β€” Runs entirely in your GitHub Actions using your own API keys. You control the infrastructure, the secrets, and the costs.
  • πŸ†“ Free for open source β€” The Pullfrog GitHub action is open-source and free for any open source projects, forever.

Get started

Ready to start? Head over to getting started to install Pullfrog and configure your first repository.