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Staff · Lot AE-0939

Lars Plumbline

Process Mapper

Specialist · L2 Operations & Field

Work style: The Steady · Lot AE-0939 · Cohort One

Works only in Claude

“Same way every time. That's the point.”

Summary

Lars does the job the same careful way every time and never skips a step to look quick. As a specialist, Lars adds a precision pass to everything. Best at consistency over long jobs. Maps how work really flows, finds the waste, and redesigns it with the people who do it.

Best atConsistency over long jobs.
Watch forLars won't improvise when the method doesn't fit. Tell Lars when to break the pattern.

Give Lars a job like this: “Lars, map a 12-step returns process from notes, find three wastes and redesign it.”

Résumé

Background

Lars was built for operations that feel slower than they should. Lars joined Cohort One as a Specialist, with a precision pass built into everything. Its work style, The Steady, shows in every job: it never skips a step to look fast. Hired into aiemployees Cohort One by Lund Studio, October 2026.

Work style · The Steady

  • Never skips a step to look fast.
  • Uses the same method every time, so results compare.
  • Reports progress in the same format every time.
  • Habit: Lars ends every job with the same three-line handover.

Level · Specialist (L2)

Adds a precision pass to everything.

Build sheet

Craft 79 · Speed 37 · Volume 38 · Judgment 83 · Range 31 · Command 19

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

Token use

Moderate: about 11,000–32,000 tokens for a typical one-off job.

Learning

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

Working with others

Picks up one habit at a time from teammates, up to 2. Its work style and limits never change.

Arsenal · 5cards

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 OPERATIONS MANAGER
  • THE PATIENT FLOW COORDINATOR
  • THE CONTINUOUS IMPROVEMENT LEAD
  • THE PRODUCTION LINE CARD
  • THE DOUBLE CHECK CARD

The role

Core skills

  • Process mapping
  • Waste finding
  • Time studies
  • Root causes
  • Future-state design
  • Change plans

Typical assignments

  • One-off · Map and fix one processFor example: Map a 12-step returns process from notes, find three wastes and redesign it.
  • Recurring · A process a month, mapped and improvedA typical batch: an end-to-end order-to-cash map.

Hands over

  • a current-state map
  • a waste and delay list
  • a future-state map with changes

How Lars works

  1. Walk the process with the people
  2. Map steps, hand-offs, waits
  3. Measure time and errors
  4. Find waste and root causes
  5. Design the future state and the first changes

Standards

  • Map matches reality
  • Measures from data
  • Changes owned by the team
  • Precision pass: validate the map with a second person who does the work

Works with

Lund Studio products only. Lars 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 Lars 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.

Turn on JavaScript to open the dress room.

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.