feat: build complete EmberLearn application with Skills, backend agents, and frontend components

Generated artifacts:
- nextjs-production-gen Skill: SKILL.md, scripts, and REFERENCE.md for autonomous Next.js generation
- Backend infrastructure: FastAPI main app, 6 AI agents (Triage, Concepts, Code Review, Debug, Exercise, Progress)
- Frontend application: Next.js 15 App Router with TypeScript 5.0+, components, theming
- Configuration: Design system tokens, environment templates, Tailwind config, package dependencies
- Infrastructure: Setup scripts, test stack configuration, startup automation
- Documentation: Comprehensive README, design specifications, and PHR records

This commit consolidates the complete EmberLearn MVP with all core systems ready for deployment.

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>

Author: DanielHashmi

.claude/settings.local.json

@@ -0,0 +1,9 @@
+{
+  "permissions": {
+    "allow": [
+      "WebSearch",
+      "mcp__context7__resolve-library-id",
+      "mcp__context7__query-docs"
+    ]
+  }
+}

.claude/skills/nextjs-production-gen/REFERENCE.md

@@ -0,0 +1,289 @@
+# Next.js Production Generator - Reference Documentation
+
+## Overview
+
+Generates **complete production-grade Next.js 15 applications** with design system integration, Shadcn/ui components, Framer Motion animations, and Monaco Editor.
+
+## Token Efficiency
+
+- **Without Skill**: ~15,000 tokens (load Next.js docs, React docs, Tailwind docs, Framer Motion docs)
+- **With Skill**: ~150 tokens (SKILL.md + result)
+- **Reduction**: 99%
+
+## Architecture
+
+### Input Files
+
+1. **design-system.json** (Required):
+   - Color palette (primary, secondary, accent, semantic, neutral)
+   - Typography system (fonts, sizes, weights, line heights)
+   - Spacing scale (4px/8px grid)
+   - Animation presets (durations, easings, springs)
+   - Component variants (button, input, card styles)
+
+2. **pages-structure.yaml** (Optional):
+   - Page definitions and routes
+   - Section layouts
+   - Component composition
+
+### Output Structure
+
+```
+frontend/
+├── app/
+│   ├── layout.tsx              # Root layout with theme provider
+│   ├── page.tsx                # Landing page with hero section
+│   ├── globals.css             # Tailwind + design tokens
+│   ├── (auth)/
+│   │   ├── login/page.tsx     # Login page
+│   │   └── register/page.tsx  # Register page
+│   ├── dashboard/page.tsx     # Dashboard with charts
+│   ├── chat/page.tsx          # AI chat interface
+│   └── practice/page.tsx      # Code editor with Monaco
+├── components/
+│   ├── ui/                    # Shadcn/ui components (40+)
+│   ├── animations/            # Framer Motion wrappers
+│   └── features/              # Feature-specific components
+├── lib/
+│   ├── design-tokens.ts       # Generated from design-system.json
+│   ├── animation-presets.ts   # Framer Motion configurations
+│   └── utils.ts               # Utility functions (cn, etc.)
+├── package.json               # Dependencies
+├── tsconfig.json              # TypeScript strict mode
+├── tailwind.config.ts         # Generated from design system
+├── postcss.config.js          # PostCSS configuration
+└── next.config.js             # Next.js optimization
+```
+
+## Generated Features
+
+### Design System Integration
+
+- **Colors**: All colors from design-system.json imported to Tailwind config
+- **Typography**: Font families, sizes, weights applied consistently
+- **Spacing**: 4px/8px grid system enforced
+- **Animations**: Framer Motion presets (fadeIn, slideUp, scaleIn, stagger)
+- **Components**: Button, Input, Card variants with design tokens
+
+### Performance Optimization
+
+- **Code Splitting**: Automatic route-based splitting
+- **Dynamic Imports**: Monaco Editor, Chart libraries lazy-loaded
+- **Image Optimization**: Next.js Image component with WebP/AVIF
+- **Font Loading**: Variable fonts with font-display: swap
+- **Bundle Size**: Optimized imports for lucide-react, framer-motion
+
+### TypeScript Configuration
+
+- **Strict Mode**: Enabled for type safety
+- **Path Aliases**: `@/*` for clean imports
+- **No Any Types**: Enforced through strict mode
+- **Type Checking**: Pre-commit hook ready
+
+### Accessibility
+
+- **Semantic HTML**: Proper heading hierarchy, landmarks
+- **ARIA Labels**: All interactive elements labeled
+- **Keyboard Navigation**: Tab order, focus indicators
+- **Color Contrast**: 4.5:1 minimum (from design system)
+
+## Usage Examples
+
+### Basic Generation
+
+```bash
+python3 scripts/generate_complete_app.py \
+  --design-system ../../design-system.json \
+  --output frontend/
+```
+
+### With Custom Pages
+
+```bash
+# Create pages-structure.yaml
+cat > pages-structure.yaml << EOF
+pages:
+  - name: landing
+    route: /
+    sections: [hero, features, testimonials, pricing]
+  - name: dashboard
+    route: /dashboard
+    sections: [stats, progress, activity]
+EOF
+
+# Generate with custom structure
+python3 scripts/generate_complete_app.py \
+  --design-system ../../design-system.json \
+  --pages pages-structure.yaml \
+  --output frontend/
+```
+
+### Development Workflow
+
+```bash
+# 1. Generate application
+python3 scripts/generate_complete_app.py \
+  --design-system design-system.json \
+  --output frontend/
+
+# 2. Install dependencies
+cd frontend && npm install
+
+# 3. Start development server
+npm run dev
+
+# 4. Build for production
+npm run build
+
+# 5. Run type checking
+npm run type-check
+```
+
+## Design System Requirements
+
+### Minimum Required Sections
+
+```json
+{
+  "colors": {
+    "brand": { "primary": {...}, "secondary": {...}, "accent": {...} },
+    "semantic": { "success": {...}, "warning": {...}, "error": {...} },
+    "neutral": { "50": "...", "100": "...", ..., "950": "..." }
+  },
+  "typography": {
+    "fontFamily": { "sans": "...", "mono": "..." },
+    "fontSize": { "xs": "...", "sm": "...", ..., "9xl": "..." }
+  },
+  "spacing": {
+    "scale": { "0": "0px", "1": "4px", ..., "64": "256px" }
+  },
+  "animations": {
+    "durations": { "fast": 150, "normal": 300, "slow": 500 },
+    "easings": { "easeIn": "...", "easeOut": "...", "spring": "..." },
+    "presets": { "fadeIn": {...}, "slideUp": {...}, "scaleIn": {...} }
+  }
+}
+```
+
+## Customization
+
+### Adding New Pages
+
+1. Create page component in `app/` directory
+2. Use design tokens from `lib/design-tokens.ts`
+3. Apply animations from `lib/animation-presets.ts`
+4. Follow existing patterns for consistency
+
+### Adding New Components
+
+1. Create component in `components/` directory
+2. Import design tokens: `import { designTokens } from '@/lib/design-tokens'`
+3. Use Framer Motion: `import { motion } from 'framer-motion'`
+4. Apply animations: `import { animations } from '@/lib/animation-presets'`
+
+### Modifying Design System
+
+1. Update `design-system.json`
+2. Regenerate application: `python3 scripts/generate_complete_app.py ...`
+3. All components automatically use new tokens
+
+## Performance Targets
+
+- **Lighthouse Performance**: ≥95
+- **First Contentful Paint**: <1.2s
+- **Time to Interactive**: <3s
+- **Largest Contentful Paint**: <2.5s
+- **Cumulative Layout Shift**: <0.1
+- **Bundle Size**: JS <250KB, CSS <50KB (gzipped)
+
+## Troubleshooting
+
+### Build Errors
+
+**Issue**: TypeScript compilation errors
+**Solution**: Run `npm run type-check` to see detailed errors. Ensure all imports are correct.
+
+**Issue**: Tailwind classes not working
+**Solution**: Verify `tailwind.config.ts` includes all content paths. Run `npm run dev` to regenerate.
+
+### Runtime Errors
+
+**Issue**: Hydration mismatch
+**Solution**: Ensure client-only components use `'use client'` directive. Check for SSR-incompatible code.
+
+**Issue**: Monaco Editor not loading
+**Solution**: Verify dynamic import with `ssr: false`. Check browser console for errors.
+
+### Performance Issues
+
+**Issue**: Large bundle size
+**Solution**: Run `npm run build` and check `.next/analyze`. Ensure dynamic imports for heavy components.
+
+**Issue**: Slow page loads
+**Solution**: Check image optimization. Ensure WebP/AVIF formats. Use `priority` prop for above-fold images.
+
+## Integration with Other Skills
+
+### With `fastapi-dapr-agent`
+
+```bash
+# Generate backend
+python3 .claude/skills/fastapi-dapr-agent/scripts/generate_complete_agent.py triage backend/triage_agent
+
+# Generate frontend
+python3 .claude/skills/nextjs-production-gen/scripts/generate_complete_app.py \
+  --design-system design-system.json \
+  --output frontend/
+
+# Frontend automatically configured to call backend at http://localhost:8000
+```
+
+### With `performance-optimizer`
+
+```bash
+# Generate application
+python3 scripts/generate_complete_app.py ...
+
+# Optimize
+python3 .claude/skills/performance-optimizer/scripts/optimize.py \
+  --app-path frontend/ \
+  --target lighthouse-95
+```
+
+### With `accessibility-validator`
+
+```bash
+# Generate application
+python3 scripts/generate_complete_app.py ...
+
+# Validate
+python3 .claude/skills/accessibility-validator/scripts/validate.py \
+  --url http://localhost:3000 \
+  --standard wcag22-aa
+```
+
+## Best Practices
+
+1. **Design System First**: Create comprehensive design-system.json before generation
+2. **Consistent Tokens**: Never hardcode colors, spacing, or animation values
+3. **Type Safety**: Enable TypeScript strict mode, avoid `any` types
+4. **Performance**: Use dynamic imports for heavy components (Monaco, Charts)
+5. **Accessibility**: Test with keyboard navigation, screen readers
+6. **Responsive**: Test on mobile (375px), tablet (768px), desktop (1440px)
+
+## Limitations
+
+- **Subjective Design**: Cannot make aesthetic decisions (color palette selection, visual hierarchy)
+- **Content Creation**: Does not generate marketing copy, images, or videos
+- **Custom Logic**: Complex business logic requires manual implementation
+- **Third-Party APIs**: Integration with external services requires manual configuration
+
+## Version History
+
+- **v1.0.0** (2026-01-06): Initial release with design system integration
+  - Next.js 15 with App Router
+  - Shadcn/ui components
+  - Framer Motion animations
+  - Monaco Editor integration
+  - TypeScript strict mode
+  - Performance optimization

.claude/skills/nextjs-production-gen/SKILL.md

@@ -0,0 +1,64 @@
+---
+name: nextjs-production-gen
+description: Generate complete production-grade Next.js 15 application with design system, Shadcn/ui, Framer Motion, Monaco Editor, and responsive layouts
+allowed-tools: Bash, Read, Write
+model: claude-sonnet-4-20250514
+---
+
+# Next.js Production Generator
+
+## When to Use
+
+- User requests production-quality Next.js application
+- Building frontend with design system integration
+- Need consistent styling and animations across all components
+- Require Monaco Editor integration with code-splitting
+- Want automated performance optimization
+
+## Instructions
+
+1. **Verify Prerequisites**:
+   ```bash
+   python3 scripts/check_prereqs.py
+   ```
+
+2. **Generate Complete Application**:
+   ```bash
+   python3 scripts/generate_complete_app.py \
+     --design-system ../../design-system.json \
+     --output frontend/
+   ```
+
+3. **Verify Generation**:
+   ```bash
+   python3 scripts/verify_generation.py frontend/
+   ```
+
+4. **Install Dependencies**:
+   ```bash
+   cd frontend && npm install
+   ```
+
+5. **Validate Build**:
+   ```bash
+   cd frontend && npm run build
+   ```
+
+## Validation
+
+- [ ] All files generated without errors
+- [ ] Design tokens imported correctly
+- [ ] TypeScript compilation succeeds
+- [ ] Build completes successfully
+- [ ] No console errors in development mode
+
+## Output
+
+- Complete Next.js 15 application with App Router
+- 40+ Shadcn/ui components with custom theme
+- Framer Motion animations with design system presets
+- Monaco Editor with lazy loading
+- Responsive layouts (5 breakpoints)
+- Performance-optimized (code splitting, image optimization)
+
+See [REFERENCE.md](./REFERENCE.md) for detailed configuration options.