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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.

Get Pullfrog up and running in your repository in just a few minutes.

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Sign into Pullfrog console with GitHub

Navigate to the Pullfrog console and sign in with your GitHub account. This will authenticate you and allow Pullfrog to access your repositories.
Sign in to Pullfrog console with GitHub

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Install the Pullfrog app

Install the Pullfrog GitHub App on a GitHub account. During installation, you can choose to limit access to specific repositories or grant access to all repositories. You can install the Pullfrog GitHub App on your personal account:
Install Pullfrog GitHub App on personal account
Or on an organization you control:
Install Pullfrog GitHub App on organization
After installation, you’ll be redirected to the Pullfrog dashboard.

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Select a repository

Select a repository you’d like to configure. While GitHub Apps are installed at the account level, all Pullfrog configuration is at the repo level — each repository has its own settings for triggers, modes, and agents.
Select a repository to configure

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Add the pullfrog.yml workflow

You’ll be prompted to create the .github/workflows/pullfrog.yml file in your repository. Pullfrog uses this workflow to programmatically trigger agent runs on your repo. You can add it with one click from the dashboard.
Add pullfrog.yml workflow file with one click

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Manual workflow setup

If you prefer to add the workflow manually, create .github/workflows/pullfrog.yml with the following content. (pullfrog.yaml also works if you prefer that extension.) 
name: Pullfrog
run-name: ${{ inputs.name || github.workflow }}
on:
  workflow_dispatch:
    inputs:
      prompt:
        type: string
        description: Agent prompt
      name:
        type: string
        description: Run name

permissions:
  contents: read

jobs:
  pullfrog:
    runs-on: ubuntu-latest
    permissions:
      id-token: write
      contents: read
    steps:
      - name: Checkout code
        uses: actions/checkout@v6
        with:
          fetch-depth: 1
      - name: Run agent
        uses: pullfrog/pullfrog@v0
        with:
          prompt: ${{ inputs.prompt }}
No env: block is needed when you use Pullfrog Router or store provider keys as Pullfrog secrets — credentials are injected automatically at runtime. Add an env: mapping only if you keep keys in GitHub Actions secrets; see BYOK.

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Set up model access

Pullfrog needs a way to call an LLM provider on your behalf. You have two options — pick one: Add a payment method in the console and Pullfrog handles model access for you. No provider keys to manage, no pullfrog.yml env wiring, and your first runs are covered by a $20 welcome credit. Open the Billing card at pullfrog.com/console/<account> and click Enable billing. See Billing for the full breakdown of plans, the Router, and auto-reload.

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Option 2: Bring your own keys

If you’d rather use your own provider keys directly, store them as Pullfrog secrets in the Model costs card (no workflow edits) or in GitHub Actions secrets (mapped via pullfrog.yml’s env: block). See BYOK for both flows and a full list of supported provider env vars. A handful of models — Big Pickle, GPT Nano, MiMo V2 Pro, MiniMax M2.5 — are free and need no keys at all.

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Test your installation

Once the workflow is installed and your API keys are configured, you can test Pullfrog using the prompt box in the dashboard:
  1. Navigate to your repository in the Pullfrog dashboard
  2. Enter a prompt in the text box (e.g., “Tell me a joke”)
  3. Click the Send button, or press Cmd+Enter (Mac) or Ctrl+Enter (Windows/Linux)
Test Pullfrog installation
This will dispatch a new GitHub Actions run and automatically open the run logs in a new tab. Monitor the logs to ensure the agent works as expected.

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Next steps