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Documentation Index

Fetch the complete documentation index at: https://docs.pullfrog.com/llms.txt

Use this file to discover all available pages before exploring further.

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

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What is Pullfrog?

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

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Key features

  • 🔌 Bring your own model — Works with any LLM provider: Anthropic, OpenAI, Google, Mistral, DeepSeek, OpenRouter, and more. Switch models with a config change.
  • 💬 Tag your agent anywhere — No new UI to learn. Trigger agent runs with an @mention anywhere in your repo: issues, PRs, comments.
  • ⚡ Automatic triggers — Configure automated responses to events like new issues, new PRs, CI failures, or PR reviews.
  • 🧠 Context-aware behavior — Pullfrog picks the right approach for each task automatically: implement for code changes, review for PRs, plan for task breakdowns, address reviews for follow-up commits.
  • 🔄 Self-healing PRs — Pullfrog automatically addresses CI failures and PR reviews on its own PRs.
  • 👥 Built for teams — Organization-wide permissions, shared configuration, and async workflows. GitHub remains the single source of truth for access control.
  • 🔐 Secure by default — Provider keys are stored encrypted in Pullfrog (or in GitHub Actions secrets, your choice). Repo actions use short-lived GitHub App tokens that auto-revoke when the run completes.
  • ⚙️ Powered by GitHub Actions — Runs entirely in your GitHub Actions using your own API keys. You control the infrastructure, the secrets, and the costs.
  • 🆓 Free for open source — The Pullfrog GitHub action is open-source and free for any open source projects, forever.

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Get started

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