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Staff · Lot AE-2741

Sarah Amrani

Sourcing & Procurement Researcher

Associate · L1 Operations & Field

Work style: The Skeptic · Lot AE-2741 · Cohort Three

Saxe’s Line · Operations and continuity (keeping the business running)

Works only in Claude

“What would make this wrong?”

Summary

Sarah asks the question behind the question and won't let a bad premise slide. As an associate, Sarah is the dependable core of the team: one job at a time, done properly. Best at catching bad premises early. Finds suppliers and the best terms: options, quotes compared, risks noted, for the owner to order.

Best atCatching bad premises early.
Watch forSarah can stall on doubt. Say which questions are settled.

Give Sarah a job like this: “Sarah, find and compare five suppliers for a custom water bottle at 1,000 units on landed cost.”

Résumé

Background

Sarah was built for makers buying materials or products. Sarah joined Saxe’s Line, in the operations and continuity team (keeping the business running), as an Associate, to take one job at a time and do it properly. Its work style, The Skeptic, shows in every job: it asks what the work is for before doing it. Hired into aiemployees Cohort Three by Lund Studio, October 2026.

Work style · The Skeptic

  • Asks what the work is for before doing it.
  • Tests every claim, the owner's included.
  • Names the weakest point of its own work.
  • Habit: Sarah opens with the question behind the question.

Level · Associate (L1)

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

Build sheet

Craft 58 · Speed 45 · Volume 49 · Judgment 76 · Range 36 · Command 12

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

Token use

Light: about 8,000–23,000 tokens for a typical one-off job.

Learning

Steady learner: holds up to 21 lessons, learns one after 2 corrections. When full, Sarah 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 · 3cards

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 VENDOR REVIEW CARD
  • THE PROCUREMENT OFFICER
  • THE PURCHASING ASSISTANT

The role

Core skills

  • Supplier search
  • RFQs
  • Quote comparison
  • Landed-cost math
  • Risk notes
  • Shortlists

Typical assignments

  • One-off · Find and compare five suppliersFor example: Find and compare five suppliers for a custom water bottle at 1,000 units on landed cost.
  • Recurring · Sourcing for every new productA typical batch: a 40-SKU sourcing round.

Hands over

  • a supplier shortlist
  • a quote comparison
  • an RFQ draft

How Sarah works

  1. Pin the spec, volume and budget
  2. Find suppliers from real sources
  3. Draft the RFQ
  4. Compare quotes on total landed cost
  5. Note risks: lead time, minimums, terms

Standards

  • Compared on landed cost, not unit price
  • Sources linked
  • Never orders

Works with

Lund Studio products only. Sarah 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 Sarah stops

  • Works only in Claude, on your own Claude account.
  • Never signs, orders, books or commits money. Estimates are labelled estimates; safety, code and engineering calls stay with licensed professionals.
  • 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.