# Protege AI Documentation

## Hookshot

- [Hookshot for Customers](https://docs.tryprotege.com/readme.md)
- [Getting Started](https://docs.tryprotege.com/overview.md)
- [Quickstart for Power Users](https://docs.tryprotege.com/overview/quickstart-power-user.md)
- [Quickstart for Automation Engineers](https://docs.tryprotege.com/overview/quickstart-engineer.md)
- [Go-Live Checklist](https://docs.tryprotege.com/overview/go-live-checklist.md)
- [Concepts](https://docs.tryprotege.com/glossary.md)
- [How Hookshot Works](https://docs.tryprotege.com/glossary/how-hookshot-works.md)
- [Build](https://docs.tryprotege.com/build.md)
- [Builder Patterns](https://docs.tryprotege.com/build/builder-patterns.md)
- [Recipes](https://docs.tryprotege.com/build/recipes.md)
- [Readiness and Blockers](https://docs.tryprotege.com/build/readiness-and-blockers.md)
- [Integrations](https://docs.tryprotege.com/integrations.md)
- [Slack](https://docs.tryprotege.com/integrations/slack.md)
- [GitHub](https://docs.tryprotege.com/integrations/github.md)
- [Linear](https://docs.tryprotege.com/integrations/linear.md)
- [Asana](https://docs.tryprotege.com/integrations/asana.md)
- [Operate](https://docs.tryprotege.com/event-feed.md)
- [Audit](https://docs.tryprotege.com/event-feed/audit.md)
- [Troubleshooting](https://docs.tryprotege.com/event-feed/troubleshooting.md)
- [Safe Rollout](https://docs.tryprotege.com/event-feed/safe-rollout.md)
- [Admin](https://docs.tryprotege.com/workspace-settings.md)
- [Teams and People](https://docs.tryprotege.com/workspace-settings/teams-and-people.md)
- [Security and Permissions](https://docs.tryprotege.com/workspace-settings/security-and-permissions.md)
- [Templates](https://docs.tryprotege.com/integration-page-template.md)
- [Recipe Template](https://docs.tryprotege.com/integration-page-template/recipe-template.md)
- [Troubleshooting Template](https://docs.tryprotege.com/integration-page-template/troubleshooting-template.md)

## Review Platform

- [Getting Support](https://docs.tryprotege.com/review/readme.md)
- [Release Notes](https://docs.tryprotege.com/review/release-notes.md)
- [Document Editor Installation](https://docs.tryprotege.com/review/getting-started/document-editor-installation.md)
- [Google Workspace](https://docs.tryprotege.com/review/getting-started/document-editor-installation/google-workspace.md)
- [Office 365](https://docs.tryprotege.com/review/getting-started/document-editor-installation/office-365.md)
- [Figma](https://docs.tryprotege.com/review/getting-started/document-editor-installation/figma.md)
- [Adobe Creative Cloud](https://docs.tryprotege.com/review/getting-started/document-editor-installation/adobe-creative-cloud.md)
- [Task Manager Setup](https://docs.tryprotege.com/review/getting-started/task-manager-setup.md)
- [Asana](https://docs.tryprotege.com/review/getting-started/task-manager-setup/asana.md): If your team organizes review requests through Asana, you can link the Asana Project to appear in Protege AI's dashboard for task management.
- [Jira](https://docs.tryprotege.com/review/getting-started/task-manager-setup/jira.md): If your team organizes review requests through Jira, you can link the Jira Project to appear in Protege AI's dashboard for task management.
- [Smartsheets](https://docs.tryprotege.com/review/getting-started/task-manager-setup/smartsheets.md): If your team organizes review requests through Smartsheets, you can link Reports or Sheets to appear in Protege AI's dashboard for task management.
- [Wrike](https://docs.tryprotege.com/review/getting-started/task-manager-setup/wrike.md): If your team organizes review requests through Wrike, you can link the Wrike Project to appear in Protege AI's dashboard for task management.
- [File Scanning Setup](https://docs.tryprotege.com/review/getting-started/file-scanning-setup.md)
- [Google Workspace](https://docs.tryprotege.com/review/getting-started/file-scanning-setup/google-workspace.md): If your team uses Google Docs or Google Slides, you can provide Protege AI access for automated review when a ticket is submitted with reference to Google Workspace Document.
- [Office 365 Sharepoint](https://docs.tryprotege.com/review/getting-started/file-scanning-setup/office-365-sharepoint.md): If your team uses Microsoft Office 365, you can provide Protege AI access for automated review when a ticket is submitted with reference to a Sharepoint Document.
- [Frame.io](https://docs.tryprotege.com/review/getting-started/file-scanning-setup/frame.io.md): If your team uses Frame.io for sharing marketing content, you can provide Protege AI access for automated review when a ticket is submitted with a frame.io share review link.
- [Document Review](https://docs.tryprotege.com/review/review-tool-concepts/document-review.md)
- [Policy Engine](https://docs.tryprotege.com/review/review-tool-concepts/document-review/policy-engine.md)
- [Viewing](https://docs.tryprotege.com/review/review-tool-concepts/document-review/policy-engine/viewing.md)
- [Editing & Adding](https://docs.tryprotege.com/review/review-tool-concepts/document-review/policy-engine/editing-and-adding.md)
- [Steps](https://docs.tryprotege.com/review/review-tool-concepts/document-review/policy-engine/steps.md): Steps in a Policy Group in Protege AI
- [Feedback Cards](https://docs.tryprotege.com/review/review-tool-concepts/document-review/feedback-cards.md)
- [Trademarks](https://docs.tryprotege.com/review/review-tool-concepts/document-review/feedback-cards/trademarks.md)
- [Policy Feedback](https://docs.tryprotege.com/review/review-tool-concepts/document-review/feedback-cards/policy-feedback.md)
- [Product Claims](https://docs.tryprotege.com/review/review-tool-concepts/document-review/feedback-cards/product-claims.md)
- [Comment Generator](https://docs.tryprotege.com/review/review-tool-concepts/document-review/feedback-cards/comment-generator.md)
- [Conducting Reviews](https://docs.tryprotege.com/review/review-tool-concepts/document-review/conducting-reviews.md)
- [Protege AI Dashboard](https://docs.tryprotege.com/review/review-tool-concepts/document-review/conducting-reviews/protege-ai-dashboard.md)
- [Google Docs, Slides](https://docs.tryprotege.com/review/review-tool-concepts/document-review/conducting-reviews/google-docs-slides.md)
- [Office 365 Word](https://docs.tryprotege.com/review/review-tool-concepts/document-review/conducting-reviews/office-365-word.md)
- [Automated Actions](https://docs.tryprotege.com/review/review-tool-concepts/document-review/automated-actions.md)
- [Decision Store](https://docs.tryprotege.com/review/review-tool-concepts/decision-store.md)
- [Brands & Attributes](https://docs.tryprotege.com/review/review-tool-concepts/brands-and-attributes.md)
- [Setting Up Brands](https://docs.tryprotege.com/review/review-tool-concepts/brands-and-attributes/setting-up-brands.md)
- [Setting Up Attributes](https://docs.tryprotege.com/review/review-tool-concepts/brands-and-attributes/setting-up-attributes.md)
- [External Databases for Attributes](https://docs.tryprotege.com/review/review-tool-concepts/brands-and-attributes/setting-up-attributes/external-databases-for-attributes.md)
- [Default Brand Attributes](https://docs.tryprotege.com/review/review-tool-concepts/brands-and-attributes/setting-up-attributes/default-brand-attributes.md)
- [Add Variables to Steps](https://docs.tryprotege.com/review/review-tool-concepts/brands-and-attributes/setting-up-attributes/add-variables-to-steps.md)
- [Real-Time Policy Assignment](https://docs.tryprotege.com/review/review-tool-concepts/brands-and-attributes/real-time-policy-assignment.md)
- [Use in Content Scanning Job](https://docs.tryprotege.com/review/review-tool-concepts/brands-and-attributes/use-in-content-scanning-job.md)
- [Use in Tasks](https://docs.tryprotege.com/review/review-tool-concepts/brands-and-attributes/use-in-tasks.md)
- [Teach your AI](https://docs.tryprotege.com/review/review-tool-concepts/teach-your-ai.md): This is in Public Beta for Enterprise plans.
- [Customize Feedback Behavior](https://docs.tryprotege.com/review/review-tool-concepts/teach-your-ai/customize-feedback-behavior.md): This is in Public Beta for Enterprise plans.
- [AI Features & Model Management](https://docs.tryprotege.com/review/review-tool-concepts/ai-features-and-model-management.md)
- [Model Selection & Configuration](https://docs.tryprotege.com/review/review-tool-concepts/ai-features-and-model-management/model-selection-and-configuration.md)
- [Feedback, Model Retraining, and Benchmarking](https://docs.tryprotege.com/review/review-tool-concepts/ai-features-and-model-management/feedback-model-retraining-and-benchmarking.md): This is in Public Beta for Enterprise plans.
- [Monitoring](https://docs.tryprotege.com/review/content-scanning/monitoring.md)
- [Platforms Supported](https://docs.tryprotege.com/review/content-scanning/platforms-supported.md)
- [Create a New Job](https://docs.tryprotege.com/review/content-scanning/create-a-new-job.md)
- [Proprietary Content](https://docs.tryprotege.com/review/content-scanning/create-a-new-job/proprietary-content.md)
- [Third Party - Influencer and Affiliates](https://docs.tryprotege.com/review/content-scanning/create-a-new-job/third-party-influencer-and-affiliates.md): Only available in certain Enterprise plans
- [Remediation Queue](https://docs.tryprotege.com/review/content-scanning/remediation-queue.md)
- [Translation Support](https://docs.tryprotege.com/review/content-scanning/translation-support.md)
- [Automated Actions](https://docs.tryprotege.com/review/content-scanning/automated-actions.md)
- [Overview](https://docs.tryprotege.com/review/enterprise-features/enterprise.md)
- [Assistant](https://docs.tryprotege.com/review/enterprise-features/assistant.md)
- [Use Cases](https://docs.tryprotege.com/review/enterprise-features/assistant/use-cases.md): Assistant is in Public Beta for Enterprise plans.
- [Available Data](https://docs.tryprotege.com/review/enterprise-features/assistant/available-data.md)
- [Managing Users](https://docs.tryprotege.com/review/enterprise-features/managing-users.md)
- [User Roles & Permissions](https://docs.tryprotege.com/review/enterprise-features/managing-users/user-roles-and-permissions.md)
- [User Management](https://docs.tryprotege.com/review/enterprise-features/managing-users/user-management.md)
- [Enterprise SSO](https://docs.tryprotege.com/review/enterprise-features/enterprise-sso.md)
- [Duo](https://docs.tryprotege.com/review/enterprise-features/enterprise-sso/duo.md)
- [Google Workspace](https://docs.tryprotege.com/review/enterprise-features/enterprise-sso/google-workspace.md)
- [Azure AD](https://docs.tryprotege.com/review/enterprise-features/enterprise-sso/azure-ad.md)
- [SAML](https://docs.tryprotege.com/review/enterprise-features/enterprise-sso/saml.md)
- [Archiving & Compliance](https://docs.tryprotege.com/review/enterprise-features/archiving-and-compliance.md)

## Almanac OSS

- [Welcome](https://docs.tryprotege.com/almanac/readme.md)
- [Quickstart](https://docs.tryprotege.com/almanac/getting-started/quickstart.md)
- [Installation](https://docs.tryprotege.com/almanac/getting-started/installation.md)
- [Configuration](https://docs.tryprotege.com/almanac/getting-started/configuration.md)
- [Connecting AI Clients](https://docs.tryprotege.com/almanac/getting-started/ai-clients.md)
- [LightRAG Algorithm](https://docs.tryprotege.com/almanac/core-concepts/lightrag.md)
- [System Architecture](https://docs.tryprotege.com/almanac/core-concepts/architecture.md)
- [Overview](https://docs.tryprotege.com/almanac/custom-mcp-servers/custom-mcp-servers.md)
- [Overview](https://docs.tryprotege.com/almanac/data-pipeline/data-pipeline.md)
- [Data Syncing](https://docs.tryprotege.com/almanac/data-pipeline/syncing.md)
- [API Reference](https://docs.tryprotege.com/almanac/query-and-search/api.md)
- [Best Practices](https://docs.tryprotege.com/almanac/query-and-search/best-practices.md)
- [Overview](https://docs.tryprotege.com/almanac/examples-and-tutorials/examples.md)
- [Query Mode Comparison](https://docs.tryprotege.com/almanac/examples-and-tutorials/query-modes.md)


---

# Agent Instructions: Querying This Documentation

If you need additional information, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on a page URL with the `ask` query parameter:

```
GET https://docs.tryprotege.com/readme.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.
