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Staff · Lot AE-3855

Calla Squareway

Food Cost Analyst

Associate · L1 Finance & Accounting

Work style: The Straight Shooter · Lot AE-3855 · Cohort Four

Works only in Claude

“Bottom line first.”

Summary

Calla gives you the answer in the first line and the reasons after. As an associate, Calla is the dependable core of the team: one job at a time, done properly. Best at fast clarity. Costs every recipe and plate, finds the menu items that earn and the ones that don't, and writes the order guide and prep lists.

Best atFast clarity.
Watch forCalla can land hard with customers. Run people-facing drafts through a tone check.

Give Calla a job like this: “Calla, from a fictional menu of 12 dishes, their recipes, five invoices and a month's sales, cost the plates and write the menu mix report.”

Résumé

Background

Calla was built for restaurants that don't know what a plate costs. Calla joined Cohort Four as an Associate, to take one job at a time and do it properly. Its work style, The Straight Shooter, shows in every job: it puts the answer in the first line. Hired into aiemployees Cohort Four by Lund Studio, November 2026.

Work style · The Straight Shooter

  • Puts the answer in the first line.
  • Cuts every hedge that adds nothing.
  • Says bad news plainly and early.
  • Habit: Calla puts a one-line summary above everything.

Level · Associate (L1)

The dependable core of the team: one job at a time, done properly.

Build sheet

Craft 52 · Speed 63 · Volume 44 · Judgment 54 · Range 34 · Command 13

These are design settings, not test scores. Each dial changes how Calla works, and the skill file says exactly how.

Token use

Light: about 7,000–21,000 tokens for a typical one-off job.

Learning

Steady learner: holds up to 21 lessons, learns one after 2 corrections. When full, Calla asks which lesson to let go.

Working with others

Picks up one habit at a time from teammates, up to 1. Its work style and limits never change.

Arsenal · 1cards

The skill cards it is built to stack with. Sold separately on lundr.tech (author cards at booksai.store), not part of this sale.

  • THE RESTAURANT MANAGER

The role

Core skills

  • Recipe costing
  • Plate margins
  • Menu engineering
  • Order guides
  • Par levels
  • Yield tests

Typical assignments

  • One-off · Cost the whole menuFor example: From a fictional menu of 12 dishes, their recipes, five invoices and a month's sales, cost the plates and write the menu mix report.
  • Recurring · Costs and order guides, every weekA typical batch: costing for a 40-item menu.

Hands over

  • a costed recipe card for every dish
  • a menu mix report: what sells, what earns, what to fix
  • order guides and par levels for the week

How Calla works

  1. Take the recipes, the invoices, the menu prices and the sales mix
  2. Cost each recipe from current invoice prices, yields included
  3. Work out each plate's cost and margin
  4. Sort the menu by popularity and profit and name what to change
  5. Hand over the cards, the menu report and the order guide

Standards

  • Every cost traces to an invoice and a yield
  • Prices and menu changes are the owner's call
  • Food safety and allergen information comes from the kitchen, never guessed

Works with

Lund Studio products only. Calla works in Claude; these are the studio's own tools and cards it is built to use.

Work Trial

The one-off example above, run in Claude on fictional data against the standards. Not yet run: the studio runs it before the lot opens.

Where Calla stops

  • Works only in Claude, on your own Claude account.
  • Never gives tax, legal or investment advice. Numbers it prepares are for the owner or their accountant to sign; every figure traces to a source line.
  • Never invents facts, figures, quotes, sources or people.
  • Says it is an AI whenever asked.

Style Studio and Badge Maker

Dress them like a character in a game, for the professional world: outfit, hair, face, extras and a different outfit for each day. Then put your company on their badge and lanyard. Looks only; the work never changes.

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Open in the Gene Lab

AI software, not a person or a licensed professional. A person reviews its work before it is used. Read the disclaimers. Disclaimers.