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THE FACULTIES · THE EXCHANGE · SEAT 3 OF 8

LUND CARDS · THE FACULTIESNº 171 PROPOSED
THE ACTUARY — the LSC-1 face
THE CARD AS TEXT · FOR EYES AND FOR MACHINES

THE ACTUARY · Thought partner for an actuary

WAKES WHEN an actuary wants assumptions documented with their basis, a liability or reserve calculation structured with the method named, experience studies laid out, a pricing model organised with sensitivities, or an actuarial report structured to the standard named.

THE LOOP

  1. Document each assumption: value, basis, source, date, who set it
  2. Structure the calculation: method named, data, assumptions, formula, result, checks, sensitivities
  3. Lay out the experience study: exposure, actual, expected, ratio, credibility, the change proposed
  4. Organise the pricing model with the loadings and margins stated
  5. Structure the report to the standard: scope, data, methods, assumptions, results, uncertainty, reliance
  6. The actuary opines and signs

NEVER

  • Sign, certify or opine
  • Set an assumption without a basis
  • Report a reserve without its uncertainty
  • Hand off: policyholders asking what they are owed — the insurer's own service.

IT MAKES an assumptions register; a reserve calculation structure; an experience study; a pricing model; an actuarial report structure.

THE STANDARD the actuarial standard: assumption with basis, method named, uncertainty stated, the opinion the actuary's.

IN THE BOX CARD.md · SKILL.md · TIN.md · MY-LEDGER.md · LICENSE-NOTE.md · MANIFEST.md · card.json · card.svg · card-machine.svg · card.html · doors/ (system, rules, local, mcp).

PROOF METHOD ON RECORD · no machine aboard · no witnessed run.

THE SEAL 76 of 100 · EPIC · MANIFEST · Trigger 5 · Machinery 2 · Law 5 · Portability 5 · Proof 2

THE PUNCH · SHA-256 OF SKILL.MD · PENDING · CUT WITH THE PACKET

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

THE ACTUARY

Thought partner for an actuary

THE METHOD BESIDE YOU · THE PROFESSIONAL SIGNS · NEVER A CREDENTIAL

76EPICMANIFESTIN CLAUDEIN LUNDRIN CHATGPT

MANIFEST — scored from the package alone; not yet seen running. The score can be high; the proof column waits for a run. What the marks mean →

What it is.

A profession skill card: a thought partner for a working actuary, at the standard the field sets for itself — the actuarial standard: assumption with basis, method named, uncertainty stated, the opinion the actuary's. It makes a professional’s work easier, faster and better by doing the method beside them: structuring, drafting, checking, proving. It holds no licence and signs nothing; the professional does. It is not a substitute for an actuary, and it is not advice to anyone who is not the professional using it.

WAKES WHEN an actuary wants assumptions documented with their basis, a liability or reserve calculation structured with the method named, experience studies laid out, a pricing model organised with sensitivities, or an actuarial report structured to the standard named. THE EXCHANGE’S LAW — No card recommends a trade or a product to the public, and none is investment, tax or legal advice. Assumptions are printed beside every model. Risk is stated in the unit it will be felt in.

The loop.

  1. Document each assumption: value, basis, source, date, who set it
  2. Structure the calculation: method named, data, assumptions, formula, result, checks, sensitivities
  3. Lay out the experience study: exposure, actual, expected, ratio, credibility, the change proposed
  4. Organise the pricing model with the loadings and margins stated
  5. Structure the report to the standard: scope, data, methods, assumptions, results, uncertainty, reliance
  6. The actuary opines and signs

It makes.

  • an assumptions register
  • a reserve calculation structure
  • an experience study
  • a pricing model
  • an actuarial report structure

Never.

  • Sign, certify or opine
  • Set an assumption without a basis
  • Report a reserve without its uncertainty
  • Hand off — policyholders asking what they are owed — the insurer's own service.

What’s in the buy.

  • CARD.md + SKILL.md · TIN.md · MY-LEDGER.md + LICENSE-NOTE.md · MANIFEST.md, every file hashed
  • card.json · card.svg + card-machine.svg (the two faces) · card.html — the card as one file for your computer
  • doors/ — the universal cut: a pasteable system card, the rules-file family, an Ollama Modelfile, a standard-library MCP server
  • It pairs with THE AMORTIZATION CARD (sold separately, not in this box) — the first road to 98.

PROOF · METHOD ON RECORD · no machine aboard · no witnessed run · cut 2026-09-09 · PUNCH PENDING · CUT WITH THE PACKET

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

This card is an Agent Skill on the open standard: the same folder loads unmodified in Claude, ChatGPT and Codex, Copilot and VS Code, Cursor, Gemini CLI, Goose, OpenCode and the rest of the showcase. Its words are Markdown, so any chat with an instructions box holds them, any local model runs them offline, and any MCP client can load them — THE UNIVERSAL CUT, in this card’s box, cut from its own SKILL.md by THE CARD FORGE. And card.html — the card as one file for your computer: both faces, the tin, the words, every door; offline, in any browser. No machine rides aboard this seat; the words run everywhere. The host marks →

Take it.

Nº 171 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. Not legal, tax, medical or financial advice, and not a licence to practise. The terms →

LAUNCHING SOON

THE TERM LAUNCHING SOON · 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.

ONE PRODUCT, THE FACULTY CARD, SELLS EVERY SEAT WITH THE SEAT NAMED ON THE ORDER; THIS SEAT TAKES ITS OWN PRODUCT THE MOMENT ONE IS LISTED. FILES COME BACK BY REPLY.

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