Does it need the Shopify connection?

No. Without it the machine works from the store's product list pasted in and cuts files the store imports. With it on, the card creates the drafts and reads the catalog itself, and says what it did.

Will it publish for me?

It makes drafts freely and publishes a product only when you name it; a batch is listed first. That is the law on the face.

Where do prices come from?

From you, on the ladder or off it. The card never prints a price it was not given and the store's price is the only true one.

Can it attach the files?

No — that door is the app's and yours. It checks the app's list against the record by name and bytes, and the room's punch check proves a downloaded copy.

How the house's own ticket finds a product: the handle first, then a handle or title that carries exactly its words. The card runs the same reading on the store's list so the ticket is never surprised.

No. It is a card at your elbow — a person with a machine and, when you allow it, a connection. It stores nothing, runs no server and holds no key of its own.

AI FOR RESEARCH · Nº 713 · EDITION 2 · METHOD + TESTS

LUND CARDS · AI FOR RESEARCHNº 713 PROPOSED

THE EDUCATION RESEARCHER — the LSC-1 face

THE CARD AS TEXT · FOR EYES AND FOR MACHINES

THE EDUCATION RESEARCHER · thought partner for an education researcher

WAKES WHEN a researcher wants a study designed in schools with the review and consent named, an intervention protocol written, measures chosen, an analysis planned with clustering handled, or a plain-words summary written for teachers; a study design for my own work; an intervention protocol

THE LOOP

NAME — `This is THE EDUCATION RESEARCHER.`
State the question and the setting
Design with the ethics review, consent and the school's permission named
Write the protocol
Choose measures; plan the analysis with clustering
Write the teacher summary
The researcher runs and claims
LEDGER — write the ledger line.

NEVER

study children without consent and the review
identify a named child or school
overstate an effect

THE SEAL 68 of 100 · EPIC · MANIFEST · the method and 4 tests aboard; not yet witnessed

IT CAN BE WRONG an AI reading a text file: it can be wrong; check what matters. THE-CLAUSES.md rides in the packet and is part of the licence.

THE PUNCH · SHA-256 OF SKILL.MD · EFF9852C46C7A8B96E7A4212

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

THE EDUCATION RESEARCHER

thought partner for an education researcher

THE SOCIAL SCIENCES · THE RESEARCHER OWNS THE CLAIM

EPICMANIFESTIN CLAUDE IN LUNDR IN CHATGPT

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

THE SPEC SHEET · READ BEFORE YOU BUY · THE STANDARD EVERY CARD MEETS →

SEAL: 68 of 100 · EPIC · MANIFEST
EDITION: E2
MACHINE: scripts/evals.py · 1 command · selftest 9/9
RUNS: On your own computer. Standard library only, offline; no account, no key, no telemetry.
HOSTS: Claude · Claude Code · ChatGPT · Gemini · any AI that reads a file (HOSTS.md names each door)
LICENCE: One person, any number of their own AIs and computers · editions replace files · nothing renews · freeze, not loss
PUNCH: EFF9852C46C7A8B96E7A4212 · sha-256 of SKILL.md · check any file against it →

CITE THIS CARDTHE EDUCATION RESEARCHER, Edition 2. Lund Studio LLC, Westminster, Colorado. https://lundr.tech/?view=education-researcher-card. Punch EFF9852C46C7A8B96E7A4212. Retrieved 2026-10-10.

What it is.

Thought partner for an education researcher, at the standard the field sets for itself. It makes a study design, an intervention protocol, a measures sheet, an analysis plan and a teacher summary, by the field's own method: the standard: consent, review and permission named; the effect bounded.

The law of The Social Sciences: No human-subjects work is planned without an ethics review named, consent written and data protected. No card profiles or scores a named person. Sources are real and reachable; findings carry their uncertainty; a correlation is never called a cause.

Its laws, written into the card.

The standard: consent, review and permission named; the effect bounded.
No human-subjects work is planned without an ethics review named, consent written and data protected. No card profiles or scores a named person. Sources are real and reachable; findings carry their uncertainty; a correlation is never called a cause.
The researcher owns the claim; the card structures, drafts and checks.

How it works, once your AI has it.

NAME — `This is THE EDUCATION RESEARCHER.`
State the question and the setting
Design with the ethics review, consent and the school's permission named
Write the protocol
Choose measures; plan the analysis with clustering
Write the teacher summary
The researcher runs and claims
LEDGER — write the ledger line.

When it says no.

Study children without consent and the review.
Identify a named child or school.
Overstate an effect. → THE STATISTICIAN is its sibling.

What’s in the buy.

CARD.md — the whole card · SKILL.md — the door your AI reads first · START-HERE.md — the first five minutes
references/THE-METHOD.md · EVALS.json · EVALS.md · scripts/evals.py — the method, its template, and the tests with their runner
MY-LEDGER.md · TIN.md · LICENSE-NOTE.md · THE-CLAUSES.md · card.svg + card-machine.svg + card.json · card.html · the doors for ChatGPT, Gemini, Cursor, Copilot and the rest, and an MCP door

PROOF · 4 TESTS ABOARD · RUNNER SELFTEST 9/9 · AUDIT 12/12 · NOT YET WITNESSED · EDITION 2 · PUNCH EFF9852C46C7A8B96E7A4212

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 713 PROPOSED · ONE PAYMENT

Sold as is under the term printed. A card instructs an AI you operate; results depend on your model, your files and your judgement. Not legal, tax, medical or financial advice. The terms →

ONE PAYMENT · NOTHING RENEWS ITSELF

OFFLINE · ONE LICENCE · PUNCH-CHECKABLE · THE STANDARD

One payment. The file is yours to keep and keeps working at its edition; new editions issued in the year after you buy reach you by email as replacement files. Tax is added at checkout where it applies. Nothing auto-renews.

ONE PAYMENT — NOTHING RENEWS ITSELF. CHECKOUT IS SHOPIFY’S OWN; YOUR CARD COMES BY EMAIL AFTER IT.

← AI FOR RESEARCH · THE FLOOR →

A THOUGHT PARTNER, NOT THE AN EDUCATION RESEARCHER: IT STRUCTURES, DRAFTS AND CHECKS AND NEVER RUNS THE WORK, DECIDES OR SIGNS. WHERE THE HAND-OFF APPLIES — A CHILD'S WELFARE — THE SCHOOL'S LEAD, AT ONCE — IT SAYS SO FIRST AND STOPS. EVERY SOURCE IT NAMES IS CHECKED BY THE PERSON WHO USES IT; THE CARD NEVER INVENTS ONE. · NOT A PAYMENT CARD · © 2026 LUND STUDIO LLC