Curriculum Designer

YOUTUBE_API_KEY=your_key_here

# Use glm-5 for research stage
agent.chat --model glm-5 --message "Research YouTube videos for..."

# Use glm-4.7 for design stage
agent.chat --model glm-4.7 --message "Generate lesson structure..."

### Stage 2: Research YouTube Resources

**Action:** Search YouTube for videos based on requirements

**Recommended Model:** glm-5 (fast research, latest web knowledge)

**Why:** Research needs up-to-date information and fast processing.

{
  "pod_name": "Example POD",
  "target_audience": "Grade 8-10",
  "subject_areas": ["Digital Literacy", "Computer Basics"],
  "duration": "1 month",
  "frequency": "3 days/week",
  "daily_lab_hours": 2,
  "previous_exposure": "None",
  "teacher_capability": "Basic",
  "teacher_training_needed": true,
  "learning_area_focus": ["Digital Literacy"],
  "specific_skills": ["Basic computer operations", "Internet safety"],
  "assessment_method": "Practical exercises and quizzes"
}

search_queries = [
    "computer basics tutorial hindi beginners",
    "typing practice hindi tutorial",
    "internet browser basics hindi",
    "gmail email tutorial hindi beginners",
    "google docs tutorial hindi",
    "google sheets tutorial hindi",
    "chatgpt tutorial hindi beginners 2024",
    "ai tools for students hindi"
]

{
  "resources": [
    {
      "topic": "computer basics",
      "videos": [
        {
          "title": "Computer Basics for Beginners in Hindi",
          "channel": "TechGuruji",
          "url": "https://youtube.com/watch?v=ABC123",
          "video_id": "ABC123"
        }
      ]
    }
  ]
}

{
  "research_summary": {
    "total_searches": 8,
    "topics_researched": [
      "computer basics",
      "typing practice",
      "internet browser basics",
      "gmail email tutorial",
      "google docs tutorial",
      "google sheets tutorial",
      "chatgpt tutorial",
      "ai tools for students"
    ],
    "total_videos_found": 24,
    "video_channels": ["TechGuruji", "LearnWithMe", "DigitalSkills", "HindiTechTutorials"],
    "search_language": "Hindi preference",
    "video_duration_preference": "5-10 minutes",
    "notes": "Most videos from 2023-2024. Good variety of channels. Some topics have fewer results, may need fallback search."
  }
}

https://www.youtube.com/oembed?url=https://youtube.com/watch?v=VIDEO_ID

For each video in topic:
  1. Verify via oEmbed
  2. If valid → Add to validated list, done with topic
  3. If invalid → Try next video in topic

If NO valid videos found for topic:
  1. Retry search with alternative queries:
     - Original query + "part 2"
     - Original query + "for students"
     - Original query + "in english" (if Hindi failed)
  2. Verify new results
  3. If still no valid videos → ADD FALLBACK:
     - "search_query": "<original query> tutorial hindi beginners"
     - "fallback_reason": "No valid videos found, please search manually"

{
  "resources": [
    {
      "topic": "computer basics",
      "video": {
        "title": "Computer Basics for Beginners in Hindi",
        "channel": "TechGuruji",
        "url": "https://youtube.com/watch?v=ABC123",
        "video_id": "ABC123",
        "status": "valid"
      }
    },
    {
      "topic": "advanced excel",
      "fallback": {
        "search_query": "advanced excel tutorial hindi beginners",
        "reason": "No valid videos found after 3 retry attempts"
      }
    }
  ]
}

Pass entire curriculum (all lessons) to LLM at once → High token usage

For each lesson (1, 2, 3, ... N):
  1. Load lesson N context only (this lesson's topic + resources)
  2. Generate lesson content
  3. SUMMARIZE lesson N context
  4. Save lesson + summary to curriculum structure
  5. WIPE lesson N context from memory
  6. Continue to next lesson

When all lessons complete:
  1. Summarize entire curriculum
  2. Save summary to curriculum structure
  3. Save summary to Stage 2 checkpoint (research-results.json)

{
  "lesson_number": 1,
  "summary": "Students learned basic computer components, mouse/keyboard operations, and system navigation. Introduced primary computer parts and basic troubleshooting. Assessment involved identifying components and practicing typing.",
  "key_skills": [
    "Identifying computer parts",
    "Mouse and keyboard basics",
    "System navigation"
  ],
  "tools_used": ["Computer", "Mouse", "Keyboard"],
  "assessment_type": "Practical exercise and observation"
}

{
  "day": 1,
  "subject": "Digital Literacy",
  "module": "Module 1: Introduction to Computers",
  "daily_learning_objectives": "Understand basic computer components, learn to use mouse and keyboard",
  "daily_assessment": "Practical exercise: Identify computer parts, practice typing",
  "youtube_link": "https://youtube.com/watch?v=ABC123",
  "youtube_title": "Computer Basics for Beginners in Hindi",
  "tools_used": "Computer, Mouse, Keyboard",
  "fallback_search_query": "",
  "lesson_summary": {
    "summary": "Students learned basic computer components, mouse/keyboard operations, and system navigation.",
    "key_skills": ["Identifying computer parts", "Mouse and keyboard basics", "System navigation"],
    "tools_used": ["Computer", "Mouse", "Keyboard"],
    "assessment_type": "Practical exercise and observation"
  }
}

{
  "day": 5,
  "subject": "Skill Development",
  "module": "Module 5: Advanced Spreadsheets",
  "daily_learning_objectives": "Learn Excel formulas and data analysis",
  "daily_assessment": "Create a budget spreadsheet using formulas",
  "youtube_link": "",
  "youtube_title": "",
  "tools_used": "Google Sheets",
  "fallback_search_query": "advanced excel formulas tutorial hindi beginners",
  "lesson_summary": {
    "summary": "Students advanced from basic Google Sheets to formulas and data analysis. Learned SUM, AVERAGE, IF functions, and chart creation.",
    "key_skills": ["Google Sheets formulas", "Data analysis basics", "Chart creation"],
    "tools_used": ["Google Sheets"],
    "assessment_type": "Project-based: Budget spreadsheet"
  }
}