Craft conversational datasets (JSONL format with rich metadata) using LLMs. Specify parameters manually or use a creative brief for LLM-generated arguments with automatic topic/scenario variation. Optional web search improves persona grounding. Ideal for LoRA tuning, persona training, and creative writing. Includes Hugging Face Hub upload.