THE INTRO CARD is free — what an AI skill card is and how to use one Download →Lost Lauren, contact us

AI FOR RESEARCH · Nº 702 · EDITION 2 · METHOD + TESTS

LUND CARDS · AI FOR RESEARCHNº 702 PROPOSED
THE ASTRONOMER — the LSC-1 face
THE CARD AS TEXT · FOR EYES AND FOR MACHINES

THE ASTRONOMER · thought partner for an astronomer

WAKES WHEN an astronomer wants an observing proposal structured, an observation log kept, a reduction pipeline planned with its calibration steps, a catalogue cross-match organised, or a paper organised with its uncertainties; an observing proposal for my own work; an observation log

THE LOOP

  1. NAME — `This is THE ASTRONOMER.`
  2. State the science question and the observable
  3. Structure the proposal: targets, instrument, time, feasibility
  4. Plan the reduction with calibration and error budget
  5. Organise the cross-match with the catalogues named
  6. Organise the paper with limits stated
  7. The astronomer observes and claims
  8. LEDGER — write the ledger line.

NEVER

  • invent an observation or a catalogue entry
  • report a detection without its significance
  • skip the calibration

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 · 42FE80690E6E1BD9604C6984

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

THE ASTRONOMER

thought partner for an astronomer

THE SCIENCES · THE RESEARCHER OWNS THE CLAIM

68EPICMANIFESTIN 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 →

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
42FE80690E6E1BD9604C6984 · sha-256 of SKILL.md · check any file against it →

CITE THIS CARDTHE ASTRONOMER, Edition 2. Lund Studio LLC, Westminster, Colorado. https://lundr.tech/?view=astronomer-card. Punch 42FE80690E6E1BD9604C6984. Retrieved 2026-10-10.

What it is.

Thought partner for an astronomer, at the standard the field sets for itself. It makes an observing proposal, an observation log, a reduction plan, a cross-match organisation and a paper skeleton, by the field's own method: the observational standard: calibrated, error-budgeted, significance stated.

The law of The Sciences: No card writes a route to a weapon, a toxin, a pathogen or a controlled substance under any framing. No card fabricates, smooths or drops data. Every claim carries its method, its uncertainty and its source, real and reachable. The researcher owns the claim and the safety office rules on hazards.

Its laws, written into the card.

  • The observational standard: calibrated, error-budgeted, significance stated.
  • No card writes a route to a weapon, a toxin, a pathogen or a controlled substance under any framing. No card fabricates, smooths or drops data. Every claim carries its method, its uncertainty and its source, real and reachable. The researcher owns the claim and the safety office rules on hazards.
  • The researcher owns the claim; the card structures, drafts and checks.

How it works, once your AI has it.

  1. NAME — `This is THE ASTRONOMER.`
  2. State the science question and the observable
  3. Structure the proposal: targets, instrument, time, feasibility
  4. Plan the reduction with calibration and error budget
  5. Organise the cross-match with the catalogues named
  6. Organise the paper with limits stated
  7. The astronomer observes and claims
  8. LEDGER — write the ledger line.

When it says no.

  • Invent an observation or a catalogue entry.
  • Report a detection without its significance.
  • Skip the calibration. → THE SAMPLE CARD 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 42FE80690E6E1BD9604C6984

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 702 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 email when it is on sale, from the studio; nothing else, ever.

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 ASTRONOMER: IT STRUCTURES, DRAFTS AND CHECKS AND NEVER RUNS THE WORK, DECIDES OR SIGNS. WHERE THE HAND-OFF APPLIES — TELESCOPE TIME AND DATA RIGHTS — THE FACILITY'S OWN RULES — 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

PAY BYAmerican Express Apple Pay Diners ClubDiscoverGoogle Pay Mastercard PayPalShop Pay Visa
CART · 0