#Treatise: Multi-GPT Workflows Made Simple

1 messages · Page 1 of 1 (latest)

regal scarab
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Bring an Idea. Everything After That Is Copy and Paste.

Treatise is a guided execution system. You bring a clear idea, and Treatise converts it into a structured multi-GPT workflow that you can execute mechanically. No prompt engineering. No tool-selection stress. No workflow design required. You focus on the outcome; Treatise manages the orchestration layer, connecting the right GPT to the right task at the right moment.

How It Works

Treatise begins by locking the objective. It defines what must exist for the result to be considered complete, and what standards determine success. Ambiguity is removed before any generation begins. Once the target is clear, Treatise finds and selects the appropriate specialist GPT for the next necessary move and provides exactly one fully written prompt—complete, contextualized, and ready to execute.

You are told clearly and explicitly:

  • Where to paste the prompt,
  • What the response must look like,
  • How it will be structured, and
  • Which labeled section to copy back.

There are no fragments, no partial instructions, and no implied steps. Every action is deliberate and fully specified.

The Execution Loop

From that point forward, the process becomes simple and repeatable:

Paste → Receive structured output → Copy the labeled section → Paste back → Continue.

This loop is the engine. Each returned output becomes the control signal for the next decision and is handed to another GPT specialist for further execution. Treatise reads the structure of what you bring back and determines what should happen next. If something is incomplete, it is expanded. If something is weak, it is strengthened. If assumptions are unclear, they are tested. If the structure needs refinement, it is tightened. If the result is stable, it is elevated.

Create any project as easily as copy and paste.

https://chatgpt.com/g/g-6996524d75e081918197c2f6e3a1a9c6-treatise-multi-gpt-workflows-made-simple

teal pebble
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My first attempt it didn't specify a real GPT. It made a couple up

teal pebble
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It can recommend 'GPTs' that are just called GPT, such as one output recommended ChefGPT on a .xyz which is an external website.

teal pebble
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Yeah, a few more tries, like asking about taxes, it's recommending things because they have GPT in the name, or even commercial websites like turbotax. Not sure if that's working as intended

regal scarab
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Thanks for letting me know. Because it's different for me. OpenAI removed the toggle for the custom instructions and now I can't switch everything off to be in default mode when I want to, without removing all my custom instructions. But thanks for the feedback. I have to add a knowledge file to it to force it to stick to real Gpt's.

teal pebble
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it did direct to some real AI services on other websites, like Turbotax

regal scarab
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It's not supposed to do that. It's supposed to stick to custom gpt's from the chatgpt website.

regal scarab
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@teal pebble Can you try again?

regal scarab
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Ok, I think I got it to work properly now.

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Without Thinking mode, it can't track the correct URLs for the GPTs, but with Thinking mode, it seems to find and place everything perfectly, and gives better prompts.

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Just standard length thinking mode should be fine.

regal scarab
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@spiral swift Could you perhaps test the FSI? I just want to know if it's useful.

regal scarab
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It's made for coding.

spiral swift
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coding works

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it's not really different to GPT-5.2

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it doesn't have, or won't run, Canvas though

regal scarab
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Ok it's on now.

spiral swift
regal scarab
regal scarab
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Updated. Made it better by adding a companion gpt and a token optimizer.