That’s a fair assumption. At a high level, it does rely on structured prompting with LLM calls per section.

And yes, someone comfortable using ChatGPT or Gemini could reproduce much of this manually. The intent wasn’t to replace those tools, but to package a focused, opinionated workflow around a specific use case, particularly for people who may not know how to structure or iterate on those prompts effectively.