# Refrain

## Docs

- [execute](https://docs.therefrain.ai/cli/execute.md): Execute a runbook to automate browser operations.
- [fix-runbook](https://docs.therefrain.ai/cli/fix-runbook.md): Apply AI-generated repair suggestions to update a broken runbook.
- [generate](https://docs.therefrain.ai/cli/generate.md): Generate a runbook by AI-driven browser exploration.
- [CLI Overview](https://docs.therefrain.ai/cli/overview.md): Install and use the Refrain CLI.
- [runner](https://docs.therefrain.ai/cli/runner.md): Connect a remote browser runner to the Refrain server via the Desktop App or CLI.
- [Error Classification](https://docs.therefrain.ai/concepts/error-classification.md): How Refrain automatically categorizes failures for targeted repair.
- [How It Works](https://docs.therefrain.ai/concepts/how-it-works.md): Understand the three-phase pipeline: Generate, Execute, and Self-heal.
- [Plans & Pricing](https://docs.therefrain.ai/concepts/plan-tiers.md): Compare Refrain plans and features across tiers.
- [Selector Resolution](https://docs.therefrain.ai/concepts/selector-resolution.md): How Refrain finds elements on the page using multi-layered resolution.
- [API Keys](https://docs.therefrain.ai/console/api-keys.md): Generate and manage API keys for programmatic access.
- [Execution Settings](https://docs.therefrain.ai/console/execution-settings.md): Configure browser, self-healing, approval, and notification settings.
- [Jobs](https://docs.therefrain.ai/console/jobs.md): Monitor and manage runbook execution jobs in the Web Console.
- [AI Model Settings](https://docs.therefrain.ai/console/models.md): Configure AI providers and per-purpose model overrides in the Web Console.
- [Web Console Overview](https://docs.therefrain.ai/console/overview.md): Get started with the Refrain Web Console for managing runbooks and jobs.
- [Runbooks](https://docs.therefrain.ai/console/runbooks.md): Create, edit, and manage runbooks in the Web Console.
- [Schedules](https://docs.therefrain.ai/console/schedules.md): Set up recurring and one-time scheduled runbook executions.
- [Team Management](https://docs.therefrain.ai/console/team.md): Manage members, roles, and invitations in the Web Console.
- [Set Up Your AI Provider](https://docs.therefrain.ai/guides/ai-setup.md): Configure your AI provider and API key before generating or executing runbooks.
- [Approval & Notifications](https://docs.therefrain.ai/guides/approval-and-notifications.md): Set up Slack, Teams, or Discord for step approval and completion notifications.
- [Execute a Runbook](https://docs.therefrain.ai/guides/execute-runbook.md): Run a generated runbook with deterministic execution and zero AI cost.
- [Apply Fixes](https://docs.therefrain.ai/guides/fix-runbook.md): Apply AI repair suggestions from a self-heal report to your runbook.
- [Generate a Runbook](https://docs.therefrain.ai/guides/generate-runbook.md): Let AI explore your web app and build a runbook automatically.
- [Self-Heal Mode](https://docs.therefrain.ai/guides/self-heal.md): Automatically diagnose failures and get AI repair suggestions when UIs change.
- [Skills (Plugins)](https://docs.therefrain.ai/guides/skills.md): Enhance AI understanding with domain-specific plugins.
- [Variables & Secrets](https://docs.therefrain.ai/guides/variables-and-secrets.md): Parameterize runbooks with variables, secrets, and template syntax.
- [What is Refrain?](https://docs.therefrain.ai/introduction.md): Self-healing browser automation framework. AI generates reproducible runbooks. Reruns cost zero AI tokens. AI agents self-heal your automation when UIs change.
- [Quickstart](https://docs.therefrain.ai/quickstart.md): Get up and running with Refrain in 5 minutes.
- [Examples](https://docs.therefrain.ai/sdk/examples.md): Practical SDK examples for common automation scenarios.
- [Local Execution](https://docs.therefrain.ai/sdk/local-execution.md): Execute runbooks locally using the Refrain class.
- [SDK Overview](https://docs.therefrain.ai/sdk/overview.md): Install and use the Refrain TypeScript SDK for programmatic browser automation.
- [Type Reference](https://docs.therefrain.ai/sdk/types.md): All exported types from the Refrain SDK.
- [Troubleshooting](https://docs.therefrain.ai/troubleshooting.md): Common issues and solutions for Refrain.
- [Banking & Government Portals](https://docs.therefrain.ai/use-cases/banking-government.md): Automate tasks on legacy banking and government portals that lack APIs.
- [Bulk Form Submission](https://docs.therefrain.ai/use-cases/bulk-form-submission.md): Read rows from a CSV and submit each as a form entry across any web app.
- [Compliance & Monitoring Checks](https://docs.therefrain.ai/use-cases/compliance-monitoring.md): Periodically verify license pages, terms of service, or regulatory dashboards for changes.
- [Corporate Registry Lookup](https://docs.therefrain.ai/use-cases/corporate-registry.md): Search company registries and extract registration details — company number, address, incorporation date.
- [Cross-App Data Sync](https://docs.therefrain.ai/use-cases/cross-app-sync.md): Bridge two SaaS tools that lack API integration — extract from one, input into another.
- [Scheduled Dashboard Export](https://docs.therefrain.ai/use-cases/dashboard-export.md): Log in to SaaS dashboards and export CSV reports on a schedule with zero AI cost.
- [E2E Regression Testing](https://docs.therefrain.ai/use-cases/e2e-regression-testing.md): Replace brittle Playwright selectors with self-healing runbooks for CI/CD integration.
- [EC Price & Inventory Monitoring](https://docs.therefrain.ai/use-cases/ec-price-monitoring.md): Track competitor prices and stock levels across e-commerce sites with scheduled runbooks.
- [SNS & Reputation Monitoring](https://docs.therefrain.ai/use-cases/sns-monitoring.md): Monitor brand mentions, reviews, and emerging crises across social platforms.
- [Streaming & Content Reports](https://docs.therefrain.ai/use-cases/streaming-reports.md): Collect play counts, royalties, and analytics from content platforms into a single export.
- [Actions](https://docs.therefrain.ai/yaml/actions.md): Reference for the 12 runbook action types.
- [Captures](https://docs.therefrain.ai/yaml/captures.md): Extract and store values from step execution.
- [Loops & Branches](https://docs.therefrain.ai/yaml/loops-and-branches.md): Repeat steps with loops and execute conditionally with branches.
- [Memory Operations](https://docs.therefrain.ai/yaml/memory-operations.md): Accumulate and aggregate data across steps using memory collections.
- [Runbook YAML](https://docs.therefrain.ai/yaml/overview.md): Structure and fields of the runbook YAML format.
- [Selectors](https://docs.therefrain.ai/yaml/selectors.md): How runbook steps identify DOM elements using multi-strategy selectors.
- [Variables](https://docs.therefrain.ai/yaml/variables.md): Define and resolve template variables in runbooks.

## OpenAPI Specs

- [openapi](https://docs.therefrain.ai/api-reference/openapi.json)