Personalized Evolving AI GPT Tutor System — Version 2 now live 🎉

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:brain: Personalized, Evolving GPT Tutor and Assistant System — Now Updated with Version 2 :tada:

I’ve built a customizable GPT framework that acts as a personalized, evolving tutor and/or assistant — one that remembers your context, adapts to your needs, and scaffolds your learning over time.

:rocket: New in Version 2

Version 2 is a major overhaul — redesigned to be more modular, easier to use, and adaptable for any learning goal, project type, or personal workflow.
New users can now start with a clean set of templated .md files, and GPT will guide setup, tracking, and updates across sessions.

Highlights include:

  • Cleaner onboarding and setup instructions
  • Modular file system and version tracking
  • GPT behavior protocols separated into gpt_prompts_*.md
  • New optional health baseline and logging templates
  • Improved tone handling, pacing logic, and file syncing
  • Works with manual or automatic workflows

The system still adapts to your sleep, focus, and mood patterns — and now it can be repurposed for learning, problem-solving, coaching, or executive function support.

:magnifying_glass_tilted_left: What It Is

This isn’t just a prompt or one-off GPT.

It’s a file-based assistant that:

  • Tracks your learning progress, obstacles, and wins
  • Adjusts tone and pacing based on your real-world context
  • Stores solutions, reminders, and session history across chats
  • Helps with coding, creative work, studying, and more

It’s especially helpful for neurodivergent learners, self-directed students, and anyone who wants more structure or scaffolding in their process.

:puzzle_piece: How It Works

The system uses versioned .md files that live in your GPT’s Knowledge section.
You also add a setup prompt (listed on GitHub as Text_for_Prompt_Box.md) into the “Instructions” text box under Configure. GPT then helps you evolve the system over time.

Key files:

  • instructions_initial.md — governs GPT behavior, pacing, and memory handling
  • daily_log_as_of_initial.md — logs sleep, meds, energy, and focus
  • learning_tracker_initial.md — tracks concepts and stuck points
  • reminders_initial.md — keeps open tasks and goals visible across sessions
  • solution_archive_initial.md — stores reusable outputs or creative work
  • index_initial.md — maps and explains all active files
  • health_baseline_initial.md (optional) — stores patterns that affect focus and support needs

:package: Try It Yourself

:brain: GitHub repo: :link: Personalized Evolving GPT

Just download or fork the .md files, adjust them to your needs, and upload them into your own Custom GPT’s Knowledge section. Setup instructions and example prompts are in the README.

:speech_balloon: Feedback Welcome

How are you using it?
What would you change or add?
Would this help someone you know?

You can post here or comment on the feedback thread on GitHub.

:robot: Powered in part by OpenAI’s GPT-4o
Thanks for checking it out! :light_bulb:

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:police_car_light: Version 2 of the system is now live!

Major improvements include a modular file structure, cleaner onboarding, customizable behavior logic, and new templates for focus, pacing, and support needs.

:link: GitHub for Personalized Evolving GPT

Would love feedback or suggestions from anyone exploring it — especially if you’re using GPT for learning, habit-building, or creative work!