shadcn/UI + AI Component Generator Starter Kit for AI SaaS Dashboards

Stop spending 10 hours hacking shadcn components for AI dashboards. Start shipping polished, production‑ready UIs in under 45 minutes.

You know the pain: you grab shadcn/UI thinking it will save time, but you still end up wiring streaming states, token meters, model selectors, error handling, and prompt‑safe rendering from scratch. You jump between code, docs, and Reddit threads just to get one AI message component working. By the time you finish, you’ve blown half a day on something your users will never notice.

This starter kit gives you 50+ production‑ready shadcn components, all pre‑configured for AI workflows: streaming, retry logic, token usage, agent tools, and safe rendering. It includes generation workflows that let you spin up new components using AI prompts instead of manual coding. Everything ships with Storybook so you can visually test the entire dashboard before deploying.

What’s Included:
- 50+ shadcn components optimized for AI: message streaming, tool/agent responses, model selectors, token meters, trace views, retry states
- 12 AI streaming primitives with built‑in error boundaries and reconnection logic
- 8 prompt‑safe rendering utilities that block injection and sanitize model output
- 6 token usage tracking modules wired for real‑time updates
- 10 dashboard patterns: chat panels, inspector views, model settings, evals toolbar
- Complete Storybook setup with pre‑wired AI scenarios for visual testing
- Cursor prompt pack for component generation, reducing build time by 60–80%
- Example API routes for model calls, streaming, and error surfacing

Built from patterns used to ship commercial AI SaaS dashboards handling thousands of daily model calls. Every component reflects real issues teams hit—stream flicker, unsafe HTML, token miscounts, slow UI updates, and confusing error flows.

Who This Is For:
- Frontend developers building an AI dashboard on a deadline
- SaaS founders who need a professional AI UI without hiring a designer
- Agencies producing multiple AI products and can’t afford 10 hours per dashboard

Who This Is NOT For:
- Developers who want to hand‑craft every shadcn component from scratch
- Hobby projects where a basic chat box is “good enough”

Guarantee: If this doesn’t save you at least 6 hours on your next AI dashboard, reach out for a full refund.

What's Included (15 files)

• components-ai-error-state-inline.tsx
• tailwind-ai-dashboard-theme-extension.js
• components-ai-token-usage-meter.tsx
• TROUBLESHOOTING.md
• components-ai-chat-panel.tsx
• components-ai-file-uploader-dropzone.tsx
• storybook-preview-ai-components.config.js
• SETUP-GUIDE.md
• cursor-prompts-ai-refactor-shadcn-component.prompt.txt
• components-ai-loading-skeletons.tsx
• components-ai-message-stream.tsx
• components-ai-command-palette.tsx
• cursor-prompts-ai-component-generator.prompt.txt
• components-ai-model-selector-combobox.tsx
• components-ai-variable-input-list.tsx