- 
+ 
@@ -244,7 +244,7 @@ Based on ALL this context, provide: ### 🧠 Knowledge Quiz -Test your Claude Code knowledge with an interactive CLI quiz. **217 curated questions** covering all 14 guide sections, with immediate feedback and documentation links. +Test your Claude Code knowledge with an interactive CLI quiz. **227 curated questions** covering all 14 guide sections, with immediate feedback and documentation links. ```bash # Quick start @@ -397,6 +397,7 @@ Weak Areas (< 75%): | **[Data Privacy](./guide/data-privacy.md)** | Data retention and privacy guide | ~10 minutes | | **[Security Hardening](./guide/security-hardening.md)** | MCP vetting, injection defense, CVEs | ~25 minutes | | **[Observability](./guide/observability.md)** | Session monitoring and cost tracking | ~15 minutes | +| **[AI Ecosystem](./guide/ai-ecosystem.md)** | Complementary tools (Perplexity, Gemini, Kimi) | ~25 minutes | | **[LLM Reference](./machine-readable/reference.yaml)** | Machine-optimized index (~2K tokens) | For Claude/AI assistants | | **[Setup Audit](./tools/audit-prompt.md)** | Optimize your configuration | ~10 minutes | | **[Examples Library](./examples/)** | Production-ready templates | Browse as needed | @@ -477,7 +478,7 @@ claude-code-ultimate-guide/ │ ├── ... │ └── 07-guide-reference.qmd │ -└── quiz/ # 🧠 Interactive knowledge quiz (217 questions) +└── quiz/ # 🧠 Interactive knowledge quiz (227 questions) ``` --- @@ -677,7 +678,7 @@ Found an error? Have a suggestion? See [CONTRIBUTING.md](./CONTRIBUTING.md) for | **Content** | Aggregated | Aggregated | Original | | **Architecture docs** | ❌ | ❌ | ✅ Unique | | **Methodologies (TDD/SDD)** | ❌ | ❌ | ✅ Unique | -| **Interactive quiz** | ❌ | ❌ | ✅ 217 questions | +| **Interactive quiz** | ❌ | ❌ | ✅ 227 questions | | **Machine-readable index** | ❌ | ❌ | ✅ YAML with line numbers | **Recommended path**: diff --git a/quiz/questions/15-ai-ecosystem.yaml b/quiz/questions/15-ai-ecosystem.yaml new file mode 100644 index 0000000..943059f --- /dev/null +++ b/quiz/questions/15-ai-ecosystem.yaml @@ -0,0 +1,281 @@ +category: "AI Ecosystem" +category_id: 15 +source_file: "guide/ai-ecosystem.md" + +questions: + - id: "15-001" + difficulty: "junior" + profiles: ["junior", "senior", "power"] + question: "What is the main philosophy behind using complementary AI tools with Claude Code?" + options: + a: "Replace Claude Code with better tools" + b: "Augmentation, not replacement - chain the right tool for each step" + c: "Use as many tools as possible simultaneously" + d: "Avoid using Claude Code for coding tasks" + correct: "b" + explanation: | + The philosophy is "augmentation, not replacement." + + Claude Code excels at contextual reasoning and implementation, but has gaps: + - No real-time web search with source verification + - No image generation + - No PowerPoint/slide generation + - No audio synthesis + + The goal is to chain the right tool for each step of your workflow. + doc_reference: + file: "guide/ai-ecosystem.md" + section: "Introduction" + anchor: "#introduction" + + - id: "15-002" + difficulty: "junior" + profiles: ["junior", "senior", "power"] + question: "When should you use Perplexity instead of Claude Code?" + options: + a: "When implementing features in your codebase" + b: "When you need deep research with 100+ verified sources" + c: "When editing multiple files" + d: "When running tests" + correct: "b" + explanation: | + Perplexity excels at research with verified sources. + + Use Perplexity for: + - "What's the latest API for X?" (real-time info) + - "Compare 5 libraries for auth" (sourced comparisons) + - Deep Research mode synthesizes 100+ sources + + Use Claude Code for: + - Implementation in your codebase + - Contextual code explanation + - Multi-file editing + doc_reference: + file: "guide/ai-ecosystem.md" + section: "1. Perplexity AI" + anchor: "#1-perplexity-ai-research--sourcing" + + - id: "15-003" + difficulty: "senior" + profiles: ["senior", "power"] + question: "What is the recommended Research-to-Code pipeline?" + options: + a: "Claude Code -> Perplexity -> Implementation" + b: "Perplexity Deep Research -> Export spec.md -> Claude Code implements" + c: "Google Search -> Copy code -> Paste in project" + d: "Ask Claude Code to search the web first" + correct: "b" + explanation: | + The Research-to-Code pipeline: + + 1. PERPLEXITY (Deep Research) + - Research best practices with sources + - Output: 2000-word spec with citations + + 2. Export as spec.md + + 3. CLAUDE CODE + - "Implement following spec.md" + - Output: Working implementation with tests + + This ensures implementation is based on verified, current information. + doc_reference: + file: "guide/ai-ecosystem.md" + section: "Integration Workflow" + anchor: "#integration-workflow" + + - id: "15-004" + difficulty: "senior" + profiles: ["senior", "power"] + question: "Which tool is best for converting a UI screenshot to React code?" + options: + a: "Perplexity" + b: "Claude Code directly" + c: "Gemini 2.5 Pro -> then Claude Code for refinement" + d: "NotebookLM" + correct: "c" + explanation: | + Gemini 2.5 Pro excels at visual understanding: + + Visual-to-Code Pipeline: + 1. GEMINI: Upload screenshot -> Get JSX + Tailwind (90%+ fidelity) + 2. CLAUDE CODE: Refine for your project + - Add TypeScript types + - Connect to your components + - Integrate with your state management + + Claude Code alone has limited image understanding compared to Gemini. + doc_reference: + file: "guide/ai-ecosystem.md" + section: "2. Google Gemini" + anchor: "#2-google-gemini-visual-understanding" + + - id: "15-005" + difficulty: "junior" + profiles: ["junior", "senior", "power"] + question: "Which tool should you use to create PowerPoint presentations from code documentation?" + options: + a: "Claude Code" + b: "Perplexity" + c: "Kimi (Moonshot AI)" + d: "Gemini" + correct: "c" + explanation: | + Kimi (kimi.ai) from Moonshot AI specializes in PPTX generation: + + Features: + - Native PPTX export (actual slides, not markdown) + - 128K+ token context (entire codebases) + - Code-aware layouts with syntax highlighting + - Excellent for stakeholder decks from technical content + + Workflow: Claude Code generates summary -> Kimi creates presentation + doc_reference: + file: "guide/ai-ecosystem.md" + section: "3. Kimi" + anchor: "#3-kimi-pptx--long-document-generation" + + - id: "15-006" + difficulty: "senior" + profiles: ["senior", "power"] + question: "What is NotebookLM's unique feature for developer onboarding?" + options: + a: "Code execution" + b: "Audio Overview - generates podcast-style explanations from docs" + c: "Real-time collaboration" + d: "Git integration" + correct: "b" + explanation: | + NotebookLM's Audio Overview feature: + + - Upload 50+ documentation files + - Generates 10-15 minute "podcast" + - Two AI hosts discuss your codebase + - Perfect for onboarding or reviewing large systems + + Workflow: + 1. Export docs to combined-docs.md + 2. Upload to NotebookLM + 3. Generate Audio Overview + 4. Listen during commute + 5. Return to Claude Code with deeper understanding + doc_reference: + file: "guide/ai-ecosystem.md" + section: "4. NotebookLM" + anchor: "#4-notebooklm-synthesis--audio" + + - id: "15-007" + difficulty: "power" + profiles: ["power"] + question: "In the complete workflow pipeline, what is the correct order of phases?" + options: + a: "Implementation -> Planning -> Delivery" + b: "Planning (Perplexity/Gemini/NotebookLM) -> Implementation (Claude Code) -> Delivery (Kimi)" + c: "Delivery -> Planning -> Implementation" + d: "All tools simultaneously" + correct: "b" + explanation: | + The complete pipeline has 3 phases: + + PLANNING PHASE: + - Perplexity: Deep Research -> spec.md + - Gemini: Diagram Analysis -> mermaid + plan + - NotebookLM: Doc Synthesis -> audio overview + + IMPLEMENTATION PHASE: + - Claude Code: Multi-file implementation + - IDE + Copilot: Inline autocomplete + + DELIVERY PHASE: + - Claude Code: PR description, release notes + - Kimi: Stakeholder deck (presentation.pptx) + doc_reference: + file: "guide/ai-ecosystem.md" + section: "7. Workflow Orchestration" + anchor: "#7-workflow-orchestration" + + - id: "15-008" + difficulty: "junior" + profiles: ["junior", "senior", "power"] + question: "What is v0.dev best used for in the AI ecosystem?" + options: + a: "Backend API development" + b: "Database queries" + c: "Rapid UI prototyping with Shadcn/Tailwind" + d: "Security auditing" + correct: "c" + explanation: | + v0.dev excels at rapid UI prototyping: + + - Generates React + Shadcn + Tailwind components + - Live preview in browser + - Quick iteration on UI designs + + Workflow: + 1. v0: Prompt -> Get component preview + 2. Export code + 3. Claude Code: Adapt for your project + - Add TypeScript types + - Connect to your APIs + - Integrate with your design system + doc_reference: + file: "guide/ai-ecosystem.md" + section: "6. UI Prototypers" + anchor: "#6-ui-prototypers-v0-bolt-lovable" + + - id: "15-009" + difficulty: "senior" + profiles: ["senior", "power"] + question: "How does Claude WebSearch compare to Perplexity Pro for research?" + options: + a: "Claude WebSearch has more sources (100+)" + b: "They are identical in functionality" + c: "Claude WebSearch: 5-10 sources, quick lookups. Perplexity Pro: 100+ sources, comprehensive research" + d: "Perplexity cannot access real-time data" + correct: "c" + explanation: | + Comparison: + + | Feature | Claude WebSearch | Perplexity Pro | + |---------|-----------------|----------------| + | Source count | ~5-10 | 100+ (Deep Research) | + | Source verification | Basic | Full citations | + | Best for | Quick lookups | Comprehensive research | + | Cost | Included | $20/month | + + Recommendation: Use Claude WebSearch for quick factual checks. + Use Perplexity Deep Research before significant implementations. + doc_reference: + file: "guide/ai-ecosystem.md" + section: "Comparison" + anchor: "#comparison-claude-websearch-vs-perplexity" + + - id: "15-010" + difficulty: "power" + profiles: ["power"] + question: "What is the 'Minimal Stack' monthly cost recommendation for AI tools?" + options: + a: "$200+/month - all Pro subscriptions" + b: "$40-70/month - Claude Code + Perplexity Pro, free tiers for rest" + c: "$0 - only free tiers" + d: "$500+/month - enterprise plans" + correct: "b" + explanation: | + Recommended subscription stacks: + + Minimal Stack ($40-70/month): + - Claude Code (pay-per-use): $20-50 + - Perplexity Pro: $20 + - Everything else: Free tiers (NotebookLM, Kimi, Gemini free) + + Balanced Stack ($80-110/month): + - Add Gemini Advanced ($20) and Cursor Pro ($20) + + Cost optimization tips: + - Use Haiku for simple tasks + - Batch research sessions in Perplexity + - Check context usage regularly (/status) + doc_reference: + file: "guide/ai-ecosystem.md" + section: "8. Cost & Subscription Strategy" + anchor: "#8-cost--subscription-strategy"