# SketricGen Docs

> SketricGen docs for website Brand Agents and AI Workforce automation with AI knowledge bases, 2,000+ connectors, skills, models, files, and deployment.

- [SketricGen Overview](https://docs.sketricgen.ai/getting-started/overview.md): Learn how SketricGen turns business context into Brand Agents and AI Workforce agents that use tools, knowledge, schedules, files, and human input.
- [Choose an Agent Type](https://docs.sketricgen.ai/getting-started/choose-product.md): Compare public, customer-facing Brand Agents with the private AI Workforce for long-running tasks, multi-agent automation, team collaboration, and files.
- [Adaptive Onboarding](https://docs.sketricgen.ai/getting-started/adaptive-onboarding.md): Use SketricGen adaptive onboarding to analyze your website, understand your goals, and recommend Brand Agents and AI Workforce automations.
- [SketricGen Core Concepts](https://docs.sketricgen.ai/getting-started/core-concepts.md): Understand SketricGen Teamspaces, Projects, Agent Space, Agent Build, Playground, tools, skills, knowledge, runs, files, traces, and human input.
- [Quickstart: Build and Run Your First AI Agent](https://docs.sketricgen.ai/getting-started/quickstart.md): Create your first SketricGen AI Workforce agent, configure it in Agent Build, run it in Playground, and verify its work from Agent Space.
- [SketricGen Product Capability Reference](https://docs.sketricgen.ai/reference/product-capabilities.md): Reference SketricGen product surfaces, AI agent capabilities, inputs, outputs, permissions, controls, limitations, and supported execution paths.
- [Brand Agents: Smart Website AI Chatbots](https://docs.sketricgen.ai/brand-agents/overview.md): Build a SketricGen Brand Agent as an AI chatbot for your website: train from your site, use brand knowledge, capture leads, and publish a widget.
- [Create a Brand Agent](https://docs.sketricgen.ai/brand-agents/create-brand-agent.md): Create an AI chatbot for your website with SketricGen Brand Agents: start from a URL, review Brand DNA, add knowledge, connect tools, and publish.
- [Brand Agent Connectors and Lead Capture](https://docs.sketricgen.ai/brand-agents/connectors-and-leads.md): Add safe customer-facing tools to a Brand Agent website chatbot, including lead capture, page navigation, web search, and selected app connector actions.
- [AI Workforce Overview](https://docs.sketricgen.ai/ai-workforce/overview.md): Use SketricGen AI Workforce to configure agents, run collaborative work, use tools and files, request human input, and automate scheduled tasks.
- [Agent Space: Your Live AI Workplace](https://docs.sketricgen.ai/ai-workforce/agent-space.md): Use SketricGen Agent Space to see AI agents, live work, schedules, teammates, quick conversations, and requests that need human attention.
- [Multiplayer AI: Collaborate With Agents in Real Time](https://docs.sketricgen.ai/ai-workforce/team-collaboration.md): Collaborate with teammates around the same SketricGen agent using live presence, shared conversations, typing indicators, and parallel sessions.
- [Agent Build: Configure How an AI Agent Works](https://docs.sketricgen.ai/ai-workforce/agent-build.md): Use SketricGen Agent Build to configure a main agent, sub-agents, instructions, models, tools, skills, knowledge, handoffs, and deployment.
- [Playground: Run and Test an AI Agent](https://docs.sketricgen.ai/ai-workforce/playground.md): Use SketricGen Playground to test agent drafts, manage conversations, upload files, review live work, provide human input, and inspect artifacts.
- [Multi-Agent Orchestration and Handoffs](https://docs.sketricgen.ai/user-guides/orchestration-and-handoffs.md): Build multi-agent workflows in SketricGen with a main agent, specialist sub-agents, AI-routed delegation, forced handoffs, and traceable execution.
- [AI Workforce Tools, Connectors, Skills, and MCP](https://docs.sketricgen.ai/user-guides/tools.md): Connect AI Workforce agents to knowledge bases, 2,000+ connectors, MCP servers, APIs, web search, Code Interpreter, image and video generation, and marketplace skills.
- [Scheduled Runs, Files, and Artifacts](https://docs.sketricgen.ai/ai-workforce/runs-files-artifacts.md): Use AI Workforce for scheduled automation, report automation, longer runs, planning, workspace files, generated artifacts, traces, and recurring internal work.
- [Traces and Optimization](https://docs.sketricgen.ai/user-guides/traces-and-optimizations.md): Use SketricGen traces to inspect AI Workforce runs, sub-agent calls, tool calls, latency, credit usage, generated files, artifacts, and errors.
- [AI Knowledge Bases](https://docs.sketricgen.ai/shared-platform/knowledge-bases.md): Create SketricGen AI Knowledge Bases from websites, files, text, Q&A pairs, and editable scraped Markdown for Brand Agents and AI Workforce agents.
- [Deploy an AI Chatbot to a Custom Website](https://docs.sketricgen.ai/deploy/custom-website.md): Embed a SketricGen Brand Agent as an AI chatbot for your website with a floating chat widget, inline iframe, lead capture, and public deployment.
- [Deploy to Squarespace](https://docs.sketricgen.ai/deploy/squarespace.md): Embed a SketricGen Brand Agent as an AI chatbot for your Squarespace website with a floating chat widget or inline iframe.
- [Deploy to Wix](https://docs.sketricgen.ai/deploy/wix.md): Connect a SketricGen Brand Agent to Wix with the recommended Wix app, or use a manual floating widget or inline iframe.
- [Deploy to Shopify](https://docs.sketricgen.ai/deploy/shopify.md): Add a SketricGen Brand Agent as an ecommerce AI chatbot for your Shopify store with an inline iframe or floating chat widget.
- [Deploy to WordPress](https://docs.sketricgen.ai/deploy/wordpress.md): Embed a SketricGen Brand Agent as an AI chatbot for your WordPress website with the SketricGen chat widget plugin.
- [Deploy to Framer](https://docs.sketricgen.ai/deploy/framer.md): Embed a SketricGen Brand Agent as an AI chatbot for your Framer website with the SketricGen chat widget.
- [Deploy to WhatsApp](https://docs.sketricgen.ai/deploy/whatsapp.md): Connect your SketricGen Brand Agent to WhatsApp Business.
- [Deploy to Slack](https://docs.sketricgen.ai/deploy/slack.md): Connect your SketricGen Brand Agent to Slack.
- [Deploy to Telegram](https://docs.sketricgen.ai/deploy/telegram.md): Connect your SketricGen Brand Agent to Telegram.
- [Deploy to Instagram](https://docs.sketricgen.ai/deploy/instagram.md): Connect your SketricGen Brand Agent to Instagram DMs.
- [Deploy to Zapier](https://docs.sketricgen.ai/deploy/zapier.md): Integrate your SketricGen Brand Agent with Zapier.
- [Developer Platform Overview](https://docs.sketricgen.ai/dev-guide/overview.md): Choose the SketricGen MCP server, Admin API, Runtime API, or SDK for AI agent management, automation, streaming, and custom applications.
- [Connect AI Agents with SketricGen MCP](https://docs.sketricgen.ai/dev-guide/mcp-connect.md): Connect Claude, ChatGPT, Codex, and other MCP clients to SketricGen to create, edit, and connect Brand Agents through natural language.
- [Admin API](https://docs.sketricgen.ai/dev-guide/admin-api.md): Use the SketricGen Admin API to automate projects, agents, Brand Agents, knowledge bases, conversations, usage, members, and connectors.
- [Runtime API](https://docs.sketricgen.ai/dev-guide/public-api-usage.md): Use the SketricGen Runtime API to execute existing AI agents, stream responses, continue conversations, attach files, and resume human input.
- [Structured Output for Developers](https://docs.sketricgen.ai/dev-guide/structured-output-tools.md): Define schema-validated JSON tools, detect their public API stream events, and render reliable application UI from SketricGen agent runs.
- [Python SDK](https://docs.sketricgen.ai/dev-guide/python-sdk.md): Use the unified SketricGen Python SDK to run agents, handle human-in-the-loop requests, upload supported files, and manage Teamspace resources.
- [Node.js SDK](https://docs.sketricgen.ai/dev-guide/node-sdk.md): SketricGen Node.js SDK — run AI agent workflows, stream responses, upload files, and integrate with TypeScript or JavaScript applications.
- [SketricGen v3.0.0](https://docs.sketricgen.ai/changelog/v3.0.0.md): SketricGen v3.0.0 introduces Brand Agents for website chatbots and lead capture, plus AI Workforce for automation, files, skills, connectors, and models.
- [SketricGen v2.0.0](https://docs.sketricgen.ai/changelog/v2.0.0.md): SketricGen v2.0.0 release notes — major platform update with multi-agent orchestration, AgentSpace, app marketplace, and deployment integrations.
- [SketricGen v1.0.0](https://docs.sketricgen.ai/changelog/v1.0.0.md): SketricGen v1.0.0 release notes — initial platform launch with AI agent builder, knowledge base, web search, and chat widget deployment.
- [Consolidated release notes (September 18, 2026)](https://docs.sketricgen.ai/changelog/2026-09-18-consolidated-release-notes.md): SketricGen release notes covering onboarding, Agent Space, Brand Agent, Playground, widget, affiliate, and billing updates.
- [Workspace files, collaboration, safer embeds, and scoped API keys (September 9, 2026)](https://docs.sketricgen.ai/changelog/2026-09-09-workspace-files-collaboration-scoped-api-keys.md): SketricGen update: manage workspace files, inspect agent activity and run costs, show web sources, restrict website embeds, create scoped API keys, and build on mobile.
- [Collaborative Agent Space, Agent Build & Adaptive Onboarding (August 17, 2026)](https://docs.sketricgen.ai/changelog/2026-08-17-collaborative-agent-space-agent-build-onboarding.md): SketricGen update: collaborative Agent Space, focused Agent Build, adaptive onboarding, transparent credits, and improved team workflows.
- [Safer Widgets, Expanded Brand Agent APIs & Wix Improvements (August 6, 2026)](https://docs.sketricgen.ai/changelog/2026-08-06-secure-widgets-brand-agent-api-wix.md): SketricGen update: safer embedded widgets, expanded Brand Agent APIs and MCP tools, stronger Wix linking, and more reliable AI-assisted building.
- [Shopify, Resilient Agent Runs & Easier Project Management (July 29, 2026)](https://docs.sketricgen.ai/changelog/2026-07-29-shopify-resilient-runs-project-billing.md): SketricGen update: Shopify product recommendations, resilient agent runs, project controls, self-serve billing, and connector improvements.
- [Affiliate Rewards, Managed Connectors & Stronger Teamspace Controls (July 20, 2026)](https://docs.sketricgen.ai/changelog/2026-07-20-affiliates-managed-connectors-teamspace-controls.md): SketricGen update: affiliate commissions, managed connector credits, premium models, Trial plan controls, Teamspace deletion, and higher knowledge base limits.
- [Teamspaces, Shared Plans & Project-Scoped Connections (July 13, 2026)](https://docs.sketricgen.ai/changelog/2026-07-13-teamspaces-shared-plans-project-connections.md): SketricGen update: Teamspace collaboration, shared plan limits, project-scoped connections, premium model guidance, and spreadsheet artifacts.
- [Brand Agent Templates & Smoother Mobile Editing (July 8, 2026)](https://docs.sketricgen.ai/changelog/2026-07-08-brand-agent-templates-mobile-editor-fixes.md): SketricGen update: dedicated Brand Agent template setup, corrected template links, and smoother Agent Space editing on mobile devices.
- [Custom Skills, Smarter Template Setup & Brand Agent Sharing (June 18, 2026)](https://docs.sketricgen.ai/changelog/2026-06-18-custom-skills-template-setup-agent-sharing.md): SketricGen update: custom skill installation, template-ready assets, faster connector setup, plan usage cards, Brand Agent sharing, and Code Interpreter access.
- [Persistent Website Chats, Safer Uploads & Clearer Plan Limits (June 5, 2026)](https://docs.sketricgen.ai/changelog/2026-06-05-widget-navigation-crawl-limits-cookie-controls.md): SketricGen update: persistent Brand Agent chats, smoother website navigation, clearer knowledge base limits, safer uploads, and improved cookie controls.
- [Practical Agents That Do Real Work](https://docs.sketricgen.ai/changelog/2026-05-25-practical-agents-that-do-real-work.md): SketricGen V3 update: website Brand Agents for AI chatbots and lead capture, plus AI Workforce for automation, files, connectors, skills, traces, and models.
- [Max Agent Builder, Trial Plan & Subscription Updates (13 March 2026)](https://docs.sketricgen.ai/changelog/2026-03-13-max-trial-subscription-updates.md): SketricGen update: significant updates to the Max agent builder; new Trial plan so you can test all premium features free; subscription management, conversation limits, templates, consent, customer portal, and resizable Max widget.
- [Auth, Voice Polish, Limits & Dashboard UX (Feb 17, 2026)](https://docs.sketricgen.ai/changelog/2026-02-17-auth-utm-voice-limits-dashboard-ui.md): SketricGen update: auth and onboarding redirect improvements, plan limit checks with upgrade CTAs, centralized voice input with auto-stop and silence timeout, dashboard and chat polish, and UI updates including blog theme and resources dropdown.
- [Brand Agent, Crawl Pipeline, Dashboard Feedback & Voice Input (Feb 12, 2026)](https://docs.sketricgen.ai/changelog/2026-02-12-brand-agent-crawl-dashboard-voice-ui.md): SketricGen update: Brand Agent creation and workflow generation, crawl pipeline with live progress, dashboard upgrade alerts and feedback, voice input with ScribeMic, and UI/styling improvements.
- [Stronger Auth, Widget Upgrades, Chat Polish, and Better SEO (Jan 30, 2026)](https://docs.sketricgen.ai/changelog/2026-01-30-auth-widget-chat-api-landing.md): SketricGen update: unified auth and user tracking, widget preview and dark mode, customizable CTA and QR codes, chat and layout refinements, improved API testing, and landing page metadata plus contact form improvements.
- [Smoother Onboarding, Infinite Scroll, and Better Tool Management (Jan 21, 2026)](https://docs.sketricgen.ai/changelog/2026-01-21-onboarding-infinite-scroll-tool-management.md): SketricGen update: streamlined AgentSpace onboarding, infinite scroll for blogs and templates, improved tool enable/disable controls, better search and form components, and enhanced pricing page organization.
- [App + Landing Unified, Smoother Workflow Editing, and More Reliable Scheduling (Jan 13, 2026)](https://docs.sketricgen.ai/changelog/2026-01-13-app-landing-auth-flow-workflow-scheduling-integrations.md): SketricGen update: landing page experience integrated into the app with /app routing, improved authentication flow, smoother Flow Editor panning, clearer schedule triggers, more reliable integration updates, better asset downloads, and stronger API import parsing.
- [Faster Building: Editable Nodes, Image Generation, and Smoother Performance (Dec 29, 2025)](https://docs.sketricgen.ai/changelog/2025-12-29-node-inspector-editing-image-gen-integrations-performance.md): SketricGen update: edit node instructions inline, improved advanced agent settings accuracy, image generation inside the builder, better integration handling with plan-aware alerts, and faster navigation with smoother loaders.
- [Billing Fixes, Integration Controls, and Better Onboarding (Dec 15–17, 2025)](https://docs.sketricgen.ai/changelog/2025-12-15-billing-fixes-integrations-onboarding.md): SketricGen hotfix release: critical billing integrity fixes, conversation history controls for integrations, improved onboarding experience with guided tours, smoother workflow and template navigation.
- [File Upload in Chat Widget, Guided Tours, and Advanced Agent Controls (Dec 13, 2025)](https://docs.sketricgen.ai/changelog/2025-12-13-chat-widget-file-upload-guided-tour-advanced-agent-settings.md): SketricGen update: drag-and-drop file uploads in the chat widget (PDFs, images, text files), a guided onboarding tour, a new Space setup flow, advanced agent controls (temperature/top-p/verbosity), plus editor and MCP tool improvements.
- [Better Conversations, Attachments, and New Integrations (Nov 26, 2025)](https://docs.sketricgen.ai/changelog/2025-11-26-conversations-contacts-attachments-instagram-zapier.md): SketricGen update: faster conversation search with Contact IDs, smoother infinite scrolling, richer messages with attachments, improved Instagram UX, Zapier + Instagram enabled in the UI, and login/UX upgrades.
- [Telegram Integration, Google Sign-In, and Mobile Upgrades (Nov 17–20, 2025)](https://docs.sketricgen.ai/changelog/2025-11-17-telegram-google-signin-mobile-integrations.md): SketricGen update: Telegram integration (groups + mentions), Google Sign-In onboarding, major mobile UI improvements, stronger integration management, more reliable chat servers, and stability upgrades for long-running automations.
- [Affiliate Referrals, Better Embeds, and Smoother UI (Nov 7, 2025)](https://docs.sketricgen.ai/changelog/2025-11-07-affiliate-referrals-widget-import-ui.md): SketricGen mini release: expanded affiliate/referral codes, improved widget embeds (fullscreen + iframe), drag-and-drop file import, cleaner chat UI, faster performance, and reliability upgrades.
- [Iframe + Fullscreen Chat Embeds, Forced Handoff, and a Smoother Builder (Nov 3, 2025)](https://docs.sketricgen.ai/changelog/2025-11-03-iframe-fullscreen-embed-forced-handoff-ga-tracking.md): SketricGen update: embed chat via iframe + fullscreen, new Forced Handoff for tighter workflow control, FlowEditor/NodeInspector upgrades, UI consistency improvements, integration reliability fixes, and performance enhancements.
- [In-Product Message Tracing + New Templates + Cleaner UI (Oct 24, 2025)](https://docs.sketricgen.ai/changelog/2025-10-24-message-tracing-templates-ui-integrations.md): SketricGen update: detailed in-product message tracing for debugging agents, six new templates, major UI polish, better integration handling, richer conversation inputs, and a clearer free-plan upgrade flow.


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