Bulk Generate Concepts

Process

1. Clarify scope - Subject, grades, curriculum standard (e.g., German Rahmenlehrplan)

2. Create feature branch - Before any work:

   git fetch origin dev
   git checkout -b concepts/{subject}-grade{N} origin/dev
   

   Branch naming: concepts/{subject}-grade{N} (e.g., concepts/german-grade4)

3. Research curriculum ONCE - Use official sources (ministry sites). Extract:

   • Learning objectives per concept
   • Age-appropriate expectations
   • Difficulty progression