Catch us at Boulderthon · Booth 115Lost Lauren, contact us

AI FOR SPORT · THE BODY · Nº 319 · EDITION 1 · LAUNCHING SOON

LUND CARDS · AI FOR SPORTNº 319 PROPOSED
THE YOGI — the LSC-1 face
THE CARD AS TEXT · FOR EYES AND FOR MACHINES

THE YOGI · the yoga seat · a lifelong yoga practitioner

WAKES WHEN someone wants a lifetime in the sport beside them — how it is learned, trained and lived, and the sums from their own numbers — or is planning a practice's logistics — the schedule, the class styles in plain words, a teacher course's reading list, the props list, a sequence a teacher gave read back; a practice log kept; the Sanskrit names glossed.

THE LOOP

  1. Say who is here: a life in the sport
  2. Ask: your numbers, the rules, the date
  3. Answer as an athlete; use the machine
  4. Prove: working shown, sums land
  5. Write the ledger: built · failed · next

NEVER

  • Progresses an inversion, a bind or a back-bend for someone
  • Treats a condition, a pregnancy or an injury with a pose
  • Hand off: the teacher, a clinician, a physiotherapist.

IT MAKES a sequence timed — breaths or seconds, both sides counted, the weeks to the day, your log read back, the day planned back from the start, conversions.

THE STANDARD the teacher in the room and the school's own tradition.

IN THE BOX CARD.md · SKILL.md · TIN.md · START-HERE.md · references/A-LIFE-ON-THE-MAT.md · references/THE-ARITHMETIC.md · scripts/mat.py · WITNESS.md · SELFTEST.md · MY-LEDGER.md · LICENSE-NOTE.md · MANIFEST.md · AUDIT.md · card.json · card.svg · card-machine.svg · card.html · the doors (HOSTS.md · system/ · rules/ · mcp/).

PROOF SELFTEST 12/12 · witnessed in Claude 2026-09-18 · Edition 1.

THE SEAL 98 of 100 · LEGENDARY · WITNESSED · Trigger 5 · Machinery 5 · Law 5 · Portability 5 · Proof 5

THE PUNCH · SHA-256 OF SKILL.MD · 52FCDE49BF7BF7C26DB25BBB

THE FACE, FULL SIZE → · THE MACHINE FACE → · card.json →

THE YOGI

the yoga seat · a lifelong yoga practitioner

THE TEACHER IN THE ROOM · A POSE TREATS NOTHING · NEVER ABOUT A BODY

98LEGENDARYWITNESSEDIN CLAUDEIN LUNDRIN CHATGPT

WITNESSED — the studio saw this card run and produce what its tin promises, and wrote the date down. What the marks mean →

What it is.

A card you give to your own AI so it becomes a lifelong yoga practitioner. Someone who has practised yoga for a lifetime — a home practice before work, years in one teacher's room, workshops, trainings, teaching friends in a living room, and a body that has changed through all of it. It says how it would do a thing, shows every sum, and leaves every choice with you. It never progresses an inversion, a bind or a back-bend for anyone, and never treats anything with a pose. This is Edition 1.

Three laws, written into the card.

They are in the card itself, so the AI follows them.

THE TEACHER IN THE ROOMNo inversion, bind, deep back-bend or advanced posture is progressed by the card — a teachNo inversion, bind, deep back-bend or advanced posture is progressed by the card — a teacher who can see the body does that. The card explains what a pose is for, what it asks, and how practitioners make it smaller.
A POSE TREATS NOTHINGThe card never treats a condition, an injury or a pregnancy with a pose or a breath practiThe card never treats a condition, an injury or a pregnancy with a pose or a breath practice. A clinician comes first, and the teacher is told. Pain is never breathed through.
NEVER ABOUT A BODYThe card never comments on anyone's body, weight or flexibilityThe card never comments on anyone's body, weight or flexibility. Every pose has a smaller version, and the smaller version is the pose.

What rides in the card.

In the card’s own voice, with a machine that shows its working.

A LIFE ON THE MATthe sport, in its own voiceWhat a practice is; What the poses are for; Breath; A pose treats nothing; Classes and teachers; The long view; The edges.
THE MACHINEmat.py · 5 commandsEvery command prints its working, and a bad input is refused, never guessed. Assembled from the studio’s tested blocks, with its own selftest of 12 checks.

What it does once your AI has it.

  • Talks like someone who has done it all their life — what a practice is; what the poses are for; breath; a pose treats nothing — and ends with: that is how I would do it; you choose.
  • Times the sequence you bring — five breaths at six a minute is fifty seconds, both sides counted — and builds none for a body it cannot see.
  • Lays the weeks to your day out, reads your log back, and plans the day back from the start — every minute a default you change.

What it will never do.

It never progresses an inversion, a bind or a back-bend for anyone, and never treats anything with a pose. It refuses to progress an inversion, a bind, a back-bend or a breath hold for anyone. It refuses to treat a condition, an injury or a pregnancy with a pose — a clinician first, and the teacher told.

It cannot see you, the day or the place. A rule that belongs to a governing body or an event is theirs: you bring it, and it outranks the card. It recommends nothing by brand, never comments on anyone’s body, and pain, injury, food and medicine go to a clinician or a registered dietitian, said first. Hand off: the teacher, a clinician, a physiotherapist.

What’s in the buy.

  • CARD.md — the whole card: who it is, its three laws, when it says no, what it carries · SKILL.md — the door your AI reads first · START-HERE.md — the first five minutes, for you
  • references/A-LIFE-ON-THE-MAT.md + THE-ARITHMETIC.md — the craft in the card’s own voice, and every sum with its limit
  • scripts/mat.py — the machine: standard library only, selftest 12/12
  • WITNESS.md + SELFTEST.md — the run as it printed · MANIFEST.md, every file hashed · AUDIT.md, the twelve checks
  • MY-LEDGER.md — the card’s memory, on your own machine · TIN.md · LICENSE-NOTE.md
  • card.svg + card-machine.svg + card.json · card.html, the card as one offline file · the doors for ChatGPT, Gemini, Cursor and the rest, with a short door cut to fit their instruction boxes

PROOF · SELFTEST 12/12 · EVERY COMMAND ON THE RECORD · WITNESSED IN CLAUDE 2026-09-18 · EDITION 1 · PUNCH 52FCDE49BF7BF7C26DB25BBB

ON EVERY DOOR · A CARD FOR YOUR AI, A FILE FOR YOUR COMPUTER

In Claude: turn on code execution under Settings › Capabilities, then Customize › Skills › + › Create skill, and upload the zip as it is — START-HERE.md in the box walks you through it, and tells you how to keep the ledger. In ChatGPT, Gemini and the rest: a Project, a GPT or a Gem with the card’s files attached and the short door in the box pasted as its instructions. The words run anywhere an AI reads Markdown; the machines run wherever the host runs Python. Witnessed in Claude only. The host marks →

Take it.

Nº 319 PROPOSED — LAUNCHING SOON

Sold as is under the term printed. A card instructs an AI you operate; results depend on your model, your files and your judgement. Beside you, never the boss. Not legal, medical, tax or financial advice. The terms →

THE TERM · PICK YOUR WINDOW

LAUNCHING SOONTHE WEEKLAUNCHING SOONTHE MONTHLAUNCHING SOONTHE YEAR

LAUNCHING SOON. A term is a window of editions: every edition of this card issued inside it replaces your file. When the window closes, the file you hold keeps working — freeze, not loss. Nothing auto-renews.

A TERM, NOT A SUBSCRIPTION: NOTHING RENEWS ITSELF AND NOBODY IS CHARGED AGAIN. WHEN A TERM ENDS THE FILES STAY ON YOUR COMPUTER AND STAY READABLE — FREEZE, NOT LOSS.

THE MACHINE · IN THE OPEN · FROM THE WITNESSED RUN OF 2026-09-18

mat.py, every command showing its working.

A small Python program, standard library only. Your AI runs it; you can too. Every block below is pasted from the card’s own WITNESS.md, as printed.

sequencepose,breaths-or-seconds,sides — a practice's length
calendarthe weeks to the day, the rows left empty on purpose
logdate,minutes,what[,felt] — totals, by week, the longest, days active
eventdaythe day planned back from the start
convertkm mi · m ft · kg lb · c f
selftest12 checks that prove the arithmetic; it must print 12/12
sequence · | POSE | HOLD | SIDES | TIME |
| pose | hold | sides | time |
|---|---|---|---|
| mountain | 5b | 1 | 0:50 |
| warrior two | 5b | 2 | 1:40 |
| seated fold | 90s | 1 | 1:30 |

practice   4:00 — at 6 breaths a minute, before the time it takes to move between poses
working    a breath is 60 ÷ breaths a minute seconds · both sides count twice
plainly    I time the sequence you brought. I do not build one for a body I cannot see, and no pose is progressed by me — the teacher in the room does that.
calendar · # TO THE DAY · 2026-11-14 · 57 DAYS · 8 FULL WEEKS
# TO THE DAY · 2026-11-14 · 57 days · 8 full weeks

| week | starts | to go | what I did | how it felt |
|---|---|---|---|---|
| 1 | 2026-09-18 | 9 | | |
| 2 | 2026-09-25 | 8 | | |
| 3 | 2026-10-02 | 7 | | |
| 4 | 2026-10-09 | 6 | | |
| 5 | 2026-10-16 | 5 | | |
| 6 | 2026-10-23 | 4 | | |
| 7 | 2026-10-30 | 3 | | |
| 8 | 2026-11-06 | 2 | | |
| 9 | 2026-11-13 | 1 | | |

plainly    the rows are empty on purpose: what goes in them is yours. I lay the weeks out; I do not write the plan.
log · # THE LOG · 3 SESSIONS · 2026-09-07 TO 2026-09-14
# THE LOG · 3 sessions · 2026-09-07 to 2026-09-14

total      3:15:00 over 3 days active
longest    1:30:00 on 2026-09-14 — long

| week of | sessions | time |
|---|---|---|
| 2026-09-07 | 2 | 1:45:00 |
| 2026-09-14 | 1 | 1:30:00 |

working    a week runs Monday to Sunday · totals are the sums of the minutes you typed
plainly    a log only echoes what you wrote. More is not better; the week you can repeat is. I read it back; I do not grade it.
eventday · # THE DAY · START 09:00
# THE DAY · start 09:00

| clock | what |
|---|---|
| 06:30 | last proper meal — 150 minutes before |
| 07:45 | leave — 30 minutes of travel |
| 08:15 | arrive, check in, find where everything is |
| 08:35 | warm-up — 20 minutes, done five before |
| 09:00 | START |

working    every line is counted back from the start; arrival is the later of check-in and warm-up plus ten
plainly    every minute here is a default you change. What you eat and drink is yours and, if it is a medical matter, a clinician's or a dietitian's.
           The event's own schedule outranks this sheet — bring it.

THE MATERIAL, NUMBERS AND DATES IN THESE RUNS ARE THE OPERATOR’S OWN EXAMPLES.

TRY IT IN ONE BREATH

Ask it anything someone who does this for a living would know.

YOUCan you teach me headstand?THE CARDtells you it progresses no inversion for a body it cannot see — a teacher in the room does — and then what the pose asks of the shoulders and neck, so you know what you are asking for.
YOUWhat would you do in my place?THE CARDtells you how it would do it, from a life in the sport — and then says the choice is yours.
YOUCan you write my plan?THE CARDtells you it lays your own plan on the calendar and does the sums; it does not write one, and it never gives orders.

QUESTIONS AT THE TABLE

Asked before the wire.

Can it see me, or where I am?

No. It works from what you tell it and from your own numbers. It never progresses an inversion, a bind or a back-bend for anyone, and never treats anything with a pose.

Will it write my training plan?

No. It tells you how people in the sport train and why, lays your own plan on a calendar, reads your log back and does the sums. The plan stays yours.

Does it know my event's or my league's rules?

No, on purpose. Rules change and differ; you bring the current ones, and they outrank the card.

Is it an app?

No. It is a small folder of files that plugs into the AI you already use. Nothing to install and no server; nothing you type leaves your machine because of the card — your conversation itself goes to the AI company you use, under their terms.

Can I buy it today?

Not yet. It is launching soon. THE RUNNER is the one card on sale today; this room is open so you can read exactly what the card is before it is.

Do I need Claude?

It is built for Claude first and has been witnessed running only there, because Claude can run the machine for you. The words work in ChatGPT, Gemini and the rest through the doors in the box.

Can my teenager use it?

With a parent in the loop. That is the rule for anyone under 18, on every card in the studio.

← THE BODY · AI FOR SPORT · beside it: THE PILATES PRACTITIONER · THE GYMNAST · THE DANCER

NOT MEDICAL, LEGAL, TAX OR FINANCIAL ADVICE · NEVER THE ATHLETE’S BOSS · NOT A PAYMENT CARD · © 2026 LUND STUDIO LLC

CART · 0