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Here’s something I’ve done.
Gemini and Manus played a critical role in the recent work I’ve done with long form text content generation. I developed a specific type of prompt engineering i call “fractal iteration” it’s a specific method of hierarchical decomposition which is a type of top down engineering.Using my initial research and testing, here is a long form prompting guide I developed as a resource. It’s valuable to read, but equally valuable as a tool to create a prompt engineering LLM.
https://towerio.info/uncategorized/a-guide-to-crafting-structured-deep-long-form-content/
This guide can produce really substantial work, including the guide itself, but it actually gets better.When a style guide and planning structure is used, it becomes incredibly powerful. Here is a holistic analysis of a 300+ page nonfiction book I produced with my technique, as well as half of the first chapter. I used Gemini Pro 2.5 Deep Research and Manus. Please note the component about depth and emotion.
https://pastebin.com/raw/47ifQUFx
And I’m still going to one up that. The same methods and pep materials were able to transfer the style, depth, and voice to another work while maintaining consistency, as the appendix was produced days later but maintains cohesion.I was also able to transfer the style, voice, depth, and emotion to an equally significant collection of 100 short stories over 225,000 words, again using Gemini and Manus.
And here is an analysis of those stories:
https://pastebin.com/raw/kXhZVRAB
Manus and Gemini played a significant role in developing this content. It can be easy to say, “oh well it’s just because of Manus” and I thought so maybe as well, but detailed process analysis definitely indicates it’s the methodology and collaboration.I kept extensive notes through this process.Huge shoutout to Outskill, Google, Wispr Flow (my hands don’t work right to type), aiToggler and Manus for supporting this work. I’m a profoundly disabled brain tumor survivor who works with AI and automation to develop assistive technology. I have extremely limited resources – I was homeless just two years ago.
There is absolutely still so much to explore with this and I’m really looking forward to it!
submitted by /u/EmbarrassedAd5111
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