graph TD A[Assessment Creator Start] --> B[Input Content] B --> B1[Course Outline] B --> B2[Lesson Content] B1 --> C[Content Summarization] B2 --> C C --> C1[Generate Key Learning Objectives] C --> C2[Create Topic Summary] C1 --> D[MCQ Generation] C2 --> D D --> D1[Create Questions] D --> D2[Generate Answer Options] D --> D3[Mark Correct Answers] C1 --> E[Short Answer Questions] C2 --> E E --> E1[Draft Open-ended Questions] E --> E2[Create Response Guidelines] C1 --> F[Practical Tasks] C2 --> F F --> F1[Design Hands-on Projects] F --> F2[Write Step Instructions] F --> F3[List Required Materials] D1 --> G[Final Assembly] D2 --> G D3 --> G E1 --> G E2 --> G F1 --> G F2 --> G F3 --> G G --> H[Format Document] H --> I[Output assessment_materials.txt]