graph TD Start[Quiz Generation Agent Start] --> GetModules[Get List of 15 Modules] GetModules --> ModuleLoop[Module Processing Loop] ModuleLoop --> ReadContent[Read Module Content] ReadContent --> ExtractTopic[Extract Module Topic] ExtractTopic --> GeneratePrompt[Create LLM Prompt] GeneratePrompt --> Skill223[Execute Skill #223 - LLM Response] Skill223 --> GenerateQuestions[Generate 15 Questions] GenerateQuestions --> CreateAnswerKey[Create Answer Key] CreateAnswerKey --> FormatOutput[Format Quiz Document] FormatOutput --> SaveQuiz[Save Quiz Text File] SaveQuiz --> CheckComplete{All Modules Done?} CheckComplete -->|No| ModuleLoop CheckComplete -->|Yes| FinalizeOutput[Compile All Quizzes] FinalizeOutput --> ValidateQuizzes[Validate Quiz Set] ValidateQuizzes --> End[Quiz Generation Complete] style Start fill:#90EE90 style End fill:#FFB6C1 style CheckComplete shape:diamond