MModern Pain Care·Clinician AI OS
INCLUDED IN MODERN PAIN PRO · $49/MOOpen enrollment
CLINICIAN OS· FOR THE 73% WHO CAN'T EDIT A MARKDOWN FILE

Your AI shouldn't sound like AI. The fix isn't a better prompt.

You're not bad at AI. The tools were built for engineers. Drafts that sound like you. Research that comes back synthesized. Handouts that go out in twenty minutes. None of it learned in a terminal.

By Sunday night, you'll have a patient handout that sounds like you talking. The system does the next one in twenty minutes.

You've watched the AI-savvy clinicians stand up agents, build custom GPTs, plug into PubMed in three clicks. You've tried. Three tabs in, you're staring at a config file, a GitHub folder that won't open, and a YouTube tutorial that was made for a software engineer, not a clinician at 9:30 on a Wednesday between patients.

Clinician AI OS is a complete folder structure that drops into Antigravity (the chat-first AI app), with skills that run on a chat prompt, organized the way your practice already is. The voice stays yours.

Get Clinician AI OSSee what ships
Included in Modern Pain Pro No terminal, no GitHub Works with Claude, ChatGPT, Gemini
A NOTE FROM ME
Mark Kargela, PT, DPT
Founder, Modern Pain Care · kargelaAI

I spent the first two years of trying to use AI in my clinic the same way most clinicians do. Browser tab open, paste a question, copy the answer, hope it sounded like me. It didn't. The handouts were generic. The marketing copy was AI-flavored. The research summaries were confident and wrong.

The fix was not a better prompt. The fix was structure. A folder for my voice. A folder for my visual brand. A folder for the people I read. A folder for each patient population I work with. Once that structure existed, the AI started sounding like a colleague who had read everything I had and watched me work for a year.

Clinician AI OS is that structure, packaged. I'm running my whole practice out of it. So are the first 18 paid Modern Pain Pro members. I'd like you next.

THE FIVE PROBLEMS

The things that stop clinicians from using AI well.

Quotes pulled from a readiness survey of 30 working clinicians (Tally form 0Q1Do0, 2026-04). Verbatim where shown.
01VOICE
That it will still sound like AI.
Top fear, named by 14 of 25 respondents

Voice does not come out of a prompt. It comes out of a rules file. Sentence patterns, banned words, the specific stories you tell, the way you close a paragraph. None of that lives in a chat history. It has to live somewhere the AI can read every time.

How the OS handles it

The starter ships a writing-rules.md scaffold. You fill in ten of your own sentences once. Every output runs against it. If a draft reads like a LinkedIn post, the OS catches it before you see it.

02TECHNICAL FLOOR
That I will not be able to do it.
Verbatim from respondent 01, echoed by 7 others

60% of clinicians said they could not download a folder from GitHub. 73% said they could not edit a markdown file. 57% could not paste an API key into a settings file. Most AI workflows assume all three. That is the floor that keeps clinicians out.

How the OS handles it

The OS ships through Antigravity, which installs everything from a chat prompt. You drag in a folder. You ask it to set up a tool. It does. No terminal, no vendor accounts, no API keys for the base tier.

03TOOL SPRAWL
I already have a ton of platforms. This will get lost in the shuffle.
Respondent 13, n=30 survey

The same survey clinicians named Claude, ChatGPT, Gemini, NotebookLM, Heidi, Perplexity, and Patient Notes. Most run three at once. Adding another platform makes the problem worse.

How the OS handles it

The OS is not a platform. It is a folder structure your AI tool reads. Claude, ChatGPT, and Gemini all work. You keep the tool you already pay for. You add the structure that makes it useful.

04HIPAA
HIPAA. Data security. Would the investment be worth the return?
Respondent 19, n=30 survey

Most AI tutorials skip this. Then a clinician pastes a patient case into ChatGPT and learns about it the wrong way. Healthcare access to AI requires a Business Associate Agreement, and the rules differ by product tier.

How the OS handles it

As of January 2026, Claude for Enterprise has a self-serve BAA. Chat, projects, and artifacts are covered. Code seats and Cowork are not. The OS scaffolds keep PHI out of agent prompts by design and run on composite cases. The install guide marks every HIPAA boundary.

05TRANSLATION · #1 REQUESTED FEATURE
Translate pain science into something my patient will actually read.
Most-requested feature: 12 of 30 named it explicitly, more across handouts, social posts, and consults

The single most-requested feature in the survey, by a wide margin. The same theme came back under handouts (57%), social posts (40%), marketing copy (20%), and consult summaries. It is the same translation problem, four times, dressed differently.

How the OS handles it

The OS ships a handout skill, a social-post skill, a consult-summary skill, and a synthesis skill. Each runs against your writing rules and your visual brand file. The output reads like you talking to a patient, not like a chatbot reading a textbook at one.

THE TECHNICAL FLOOR

What 30 working clinicians told the readiness survey.

Tally form 0Q1Do0, n=30, fielded 2026-04. Linear scale items show the share who answered 1 or 2 of 5, i.e. “no, or barely.”
73%
cannot edit a markdown file
77%
have never used a terminal install command
80%
want a self-paced video walkthrough they can pause
WHAT SHIPS

A complete workspace, not a stack of prompts.

The starter is plain folders and markdown. Read it. Edit it. Move things around. The structure follows the PARA framework, adapted for clinical practice.
clinician-os/starter · v0.4
├── areas/ # long-term responsibilities │ ├── clinical/ # your specialty area │ │ ├── raw/ # source material in │ │ ├── wiki/ # concepts in your own words │ │ └── CLAUDE.md # area-specific rules │ ├── practice/ # billing, admin, ops │ └── personal/ # health, family, finance ├── projects/ # time-bound, one folder each ├── shared/ │ ├── writing-rules.md # your voice, defined once │ ├── design-system/ # your visual brand │ └── people/ # authors, mentors, colleagues ├── skills/ │ ├── handout/ │ ├── synthesis/ │ ├── ingest/ │ ├── query/ │ ├── lint/ │ └── dream/ # weekly workspace audit ├── library/ # empty by design ├── archive/ ├── CLAUDE.md # top-level rules ├── AGENTS.md # for Codex / Cursor users └── _first-run.md # 30-minute onboarding
01

Antigravity-locked

End-user workflows assume Antigravity, not the developer-grade Claude Code. The seat you keep is your $20/month Pro plan. Everything else installs from a chat prompt.

02

Model-agnostic

Plain folders, plain markdown. Use Claude, ChatGPT, Gemini, or whatever your practice already pays for. The OS is not a vendor product. There is nothing to lock you in.

03

No pre-baked library

The starter ships an empty library/ with a README. You curate your own sources. The curation is the learning. A library someone else built is not your library.

04

No emoji. Anywhere.

In scaffolds, in skills, in outputs. The OS is a clinical instrument, not a vibe. Modern Pain Care brand rule, dogfooded.

Preview of the free Build Your Writing-Rules File PDF
PDF · 4 pages · free
TAKE THIS HOME TODAY

Build your own writing-rules file.

I'll send you the exact prompt I use to build mine: you paste it into Claude, ChatGPT, or whatever you already pay for, hand it a few things you have written, and it builds your personal writing-rules file with you. It is the same file every Modern Pain Care draft runs against. Free.

One email with the prompt as a PDF. No spam. Unsubscribe anytime.

HOW IT SHIPS

Three steps. No terminal at any point.

Built for the readiness survey's median respondent: cannot use a terminal, cannot edit markdown, cannot paste an API key.
01

Download the workspace

One zip. You unzip it into a folder on your laptop. Same skill set as moving a file from Downloads to your desktop.

~/Downloads/clinician-os.zip → ~/Documents/clinician-os/
02

Drop it into Antigravity

Antigravity is a chat-first agent app. You drag the folder in. You ask it to set up the tools. The agent installs everything for you.

“Set up the OS in this workspace and install the MCPs.”
03

Talk to it like a colleague

You ask. It does. You edit. You ship. The structure that makes the answers good is already in the folders.

“Draft three patient handouts on central sensitization in my voice.”
THE COMPOUND

Your AI gets smarter about you every time you use it.

Use AI to its capacity, not one prompt at a time. The structure travels. Claude, ChatGPT, Gemini, or whatever's next.

Most clinicians using AI today are working off the same ceiling: re-explaining themselves in every chat, pasting the same context into five threads, losing last month's best handout to a vanished conversation. Clinician AI OS puts that context into files the AI reads every time — your voice, your brand, the people you read, your specialty. Not chat history. Permanent, editable, yours.

The more you add, the smarter your AI gets about you. Every concept in wiki/, every author in people/, every revised sentence in writing-rules.md raises the floor for the next draft. And because it's plain folders and markdown, the structure travels: Claude today, ChatGPT next year, whatever launches in 2027. The models keep getting smarter. So does the file they keep reading.

PRICING

One membership. The AI workspace is included.

There's no separate AI OS subscription. Modern Pain Pro includes Clinician AI OS and the whole-person reasoning, mentorship, and coursework that move your whole practice forward.

ONE MEMBERSHIP
MODERN PAIN PRO · AI + WHOLE-PERSON PRACTICE
For taking your whole practice to the next level.
$49/ monthor$490 / year
Cancel anytime. Annual saves two months.
Standard tier shown. Regional $26/mo and Accessibility $10/mo tiers, plus a 50% student discount, also available.
  • Everything in Clinician AI OS. The full workspace, the monthly builds, the unstuck calls.
  • Whole-person reasoning + the full course library. The framework, the masterclasses, the Systems Reasoning App.
  • Live mentorship and case discussion. Bring the patients who keep you up at night to clinicians who treat complex pain every day.
  • The global community + direct access to me. Plus the Pain Research Pulse and all future updates.
Join Modern Pain Pro
Already an MPP member? Clinician AI OS is already included — just sign in.

One membership, everything included — the AI workspace and the clinical mentorship and coursework around it. 30 days to change your mind.

QUESTIONS

Honest answers to the things people actually ask.

Pulled from member questions, the readiness survey, and DMs. If yours isn't here, send it to me.

What if I'm not technical?

That's exactly who it was built for. Antigravity does the technical part. You stay in chat.

Will it really sound like me?

You'll fill in a writing-rules file once: ten of your own sentences, your story, your phrases. Every output runs through that file. If you want me to draft it with you on a live call, that's part of it.

Can I use ChatGPT or Gemini instead of Claude?

Yes. The OS is plain folders and markdown. Every major AI tool can read them. Claude is what I use, and the install guides are clearest for Claude, but the structure works anywhere.

What about HIPAA?

Covered in detail under the five problems above. Short version: the scaffolds keep PHI out of agent prompts by design and run on composite cases. Even without a BAA in place, they still work for teaching, drafting, and research.

Why does the library ship empty?

Because the curation is the learning — you'll know your own library faster than you'd ever know mine. The starter shows you exactly where things go. You fill it in.

How do I get Clinician AI OS?

It's included in Modern Pain Pro — there's no separate AI OS subscription. One membership (Standard $49/mo or $490/yr, with Regional and Accessibility tiers) gets you the workspace, the monthly builds, and the live unstuck calls, plus the whole-person reasoning coursework, live clinical mentorship, and case discussion. If you're already an MPP member, the OS is already included.

What's the difference between Clinician AI OS and Modern Pain Pro?

Clinician AI OS is the AI layer — the workspace, the skills, the builds. Modern Pain Pro is everything in the OS plus the clinical side: the Whole Person Reasoning Framework, the course library, live mentorship, and the global community. Start with the OS if you want AI integration; choose MPP if you want to level up the whole practice. You can upgrade any time.

How much setup time is realistic?

Two to four hours for most clinicians, based on the readiness survey. You can do it in one sitting on a weekend afternoon. The live unstuck calls and the MPP community are there so you don't sit in front of a stuck screen alone.

THE COST OF WAITING

What happens if you keep dabbling.

Most clinicians who started experimenting with AI six months ago are still experimenting. Three tabs open. Copy-pasting. Hoping the next prompt finally sounds right.

The handouts still read like a textbook. The Instagram posts still sound like a chatbot wrote them. The PubMed search still ends in a wall of abstracts the patient was never going to read anyway.

The clinicians who got past it weren't the most technical. They picked a structure and stuck with it.

WHO THIS IS FOR

The clinicians I want inside this.

PTs who want to translate pain science without sounding like a chatbot. Chiros and DCs running solo practices who need an OS that doesn't require an IT team. DPT students who'd rather learn how to use AI on their first day in practice than their tenth year. Educators who want to give their students a workspace that holds up after the course ends.

If that's you, get in now — it comes with Modern Pain Pro.

Join Modern Pain ProSee what's included