- Remove all AI tools (weather, create/update document, suggestions)
- Remove all agent definitions (tutor, quiz master, planner, analyst)
- Remove custom artifacts (flashcard, study-plan)
- Simplify prompts to basic chat without tool routing
- Keep UI components with placeholder types for rendering
- Exclude tempfiles from TypeScript compilation

- Add lib/ai/tools/get-weather.ts with geocoding support
- Update route.ts to import and use weather tool
- Add stepCountIs for multi-step tool conversations
- Add experimental_activeTools for reasoning model compatibility
- Update types.ts to use InferUITool for weather tool

- Add lib/ai/agents/ directory with types and index
- Add tutor agent that explains concepts with examples
- Update route.ts to import and register tutor agent
- Update types.ts with tutor tool type inference

- Add analyst, planner, quiz-master agents
- Update route.ts to register all agents
- Add placeholder artifact UI components for flashcard and study-plan
- Update types with flashcardDelta and studyPlanDelta data types
- Update Document.kind to include flashcard and study-plan

Replace placeholder flashcard and study-plan artifacts with complete
interactive implementations:

Flashcard artifact:
- FlashcardViewer with quiz navigation and score tracking
- Answer selection with correct/incorrect feedback
- Explanation display after each answer
- Server handler with Zod schema validation

Study Plan artifact:
- StudyPlanViewer with expandable week sections
- Task completion toggle with persistence
- Progress bar with percentage calculation
- Server handler for plan generation and updates

Both artifacts now have:
- Full onStreamPart handlers for real-time streaming
- Actions (copy to clipboard)
- Toolbar buttons for modifications

Brings the workshop to final state with all production features:

- Document tools (createDocument, updateDocument, requestSuggestions)
- Enhanced tool prompts for document creation
- UI polish (✓/✗ symbols in flashcard feedback)
- Fixed tool output display in messages
- Complete type definitions for all tools

This represents the final, production-ready chatbot with:
- Multi-modal input (text, images, files)
- Weather tool demonstration
- Study buddy agents (tutor, quiz-master, planner, analyst)
- Custom artifacts (flashcard, study-plan)
- Document creation and versioning

- Show full geocodeCity implementation
- Update route.ts example with stepCountIs, experimental_activeTools
- Fix Weather component props to match API response
- Update flow diagram to show city name lookup

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>

- CHAPTER-0: Updated to show createUIMessageStream pattern, full useChat
  config with transport, correct systemPrompt signature
- CHAPTER-2: Fixed agent types (UIMessageStreamWriter), gateway.languageModel
  pattern, tutor params (depth/context), route handler structure
- CHAPTER-3: Rewrote quiz-master and planner to show artifact creation with
  dataStream.write(), correct models (artifact-model), DB save, error handling
- CHAPTER-4: Fixed CustomUIDataTypes, added focusAreas param, artifact-model
- CHAPTER-5: Added analyst.ts to file structure, fixed inputSchema usage,
  updated architecture diagrams, added analyst to orchestrator tools

All code snippets are now copy-paste ready and match the actual implementation.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>

- Updated system prompt section to show updating regularPrompt constant
- Updated route handler to show correct systemPrompt({ selectedChatModel, requestHints })

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>

Add handlers for tool-quizMaster and tool-planner in message.tsx
so custom artifact cards render in the chat thread after page
refresh. Also add preview content for flashcard and study-plan
kinds in DocumentContent.

The bug was that agent tools were not being rendered - only the
built-in createDocument/updateDocument tools had rendering code.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>