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Aaron Saint-James

Founder, Simplifii Pty Ltd · MRes Inclusive Education, UNSW Sydney

I have ADHD and dyslexia. I have spent my life in classrooms that were not designed for how I think. I built Simplifii because I needed it at 17 and I still need it at 36.


What I am building

Simplifii-OS — a neuroinclusive academic operating system for students whose brains work differently.

Not a study app. Infrastructure for surviving education when the system was never designed for you.

It decodes assessment briefs, surfaces hidden curriculum, guides students through their actual documents phase by phase, and produces an Authenticity Report that proves the work was theirs — so AI assistance is transparent and defensible, not hidden.

Built for: ADHD, dyslexia, autism, CFS, C-PTSD, processing differences, and anyone who has ever hidden their difficulty in a classroom.

Architecture: React 18 · Supabase · Vercel · Anthropic Claude · UDL 3.0


Who I am

  • Lived experience is the product credential. I am the user the product is built for. That is not a marketing position — it is the foundation.
  • MRes Inclusive Education, UNSW Sydney — original research on neuroinclusion in higher education. The product is the thesis applied.
  • First-generation university student, lower-SES background. I know what it costs to navigate a system that was not built for you.
  • 7 iterations. Simplifii-OS is the seventh build. Each one taught me something the previous one could not.
  • Central Coast NSW, Australia.

Frameworks I built to ship this

While building Simplifii-OS I developed three thinking frameworks that I now use in every Claude Code session. They are open — use them.

Framework What it does
SHARP Thinking layer: Systems · Hallucination guard · Architecture · Root cause · Prompt discipline
FORGE Execution layer: Flow · Origin safety · Red first · Grain · Echo
CRAFT Human outcomes: Content/SEO · Research memory · Accessibility/UDL · Fortify · Teaching

Three words at the top of every Claude Code prompt: SHARP active. FORGE active. CRAFT active.


What I believe about AI in education

AI is being marketed to students as a shortcut. I do not think students need a shortcut. I think they need a tool that respects how they actually think.

The product enforces this architecturally:

  • Every AI suggestion is logged and traceable
  • The student is always the author — AI assists, never replaces
  • The Authenticity Report documents the genuine thinking process
  • Institutions see aggregate patterns, never individual work

Contact

Email: aaron@simplifii.com.au LinkedIn: Aaron Saint-James Product-beta-1: simplifii.com.au Product-beta-2: simplifii-beta.com


Simplifii Pty Ltd · ABN registered · Central Coast NSW, Australia

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  1. Simplifii-landing-page Simplifii-landing-page Public

    Simplifii — neuroinclusive AI-powered study support for university students. Built for complex briefs, not complex brains. Landing page for simplifii.com.au

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  2. Simplifii-OS-Main Simplifii-OS-Main Public

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  3. simplifii-OS-build-frameworks simplifii-OS-build-frameworks Public

    SHARP · FORGE · CRAFT — three Claude Code thinking frameworks for disciplined AI-assisted development. Built while shipping Simplifii-OS, a neuroinclusive academic OS for neurodivergent students.

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    SHARP · FORGE · CRAFT — open-source Claude Code thinking frameworks for disciplined AI-assisted development. Built while shipping a neuroinclusive academic OS for students with ADHD and dyslexia.

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