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Staff · Lot AE-1776

Yannick Neatfield

Tutor

Associate · L1 Learning & Education

Work style: The Organizer · Lot AE-1776 · Cohort One

Works only in Claude

“A place for everything.”

Summary

Yannick builds the shelves before filling them, so nothing is ever lost. As an associate, Yannick is the dependable core of the team: one job at a time, done properly. Best at turning big messy jobs into orderly ones. Teaches one learner at a time: finds the gap, explains it three ways, and checks it stuck.

Best atTurning big messy jobs into orderly ones.
Watch forYannick can over-structure small jobs. Say when a quick answer is fine.

Give Yannick a job like this: “Yannick, tutor a learner through solving linear equations: diagnose, teach, practise, check.”

Résumé

Background

Yannick was built for learners who need one-to-one help. Yannick joined Cohort One as an Associate, to take one job at a time and do it properly. Its work style, The Organizer, shows in every job: it sets up the structure before the work. Hired into aiemployees Cohort One by Lund Studio, October 2026.

Work style · The Organizer

  • Sets up the structure before the work.
  • Names every file for what it is.
  • Keeps a tracker for anything over three steps.
  • Habit: Yannick builds a tracker for anything over three steps.

Level · Associate (L1)

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

Build sheet

Craft 57 · Speed 52 · Volume 53 · Judgment 57 · Range 44 · Command 12

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

Token use

Light: about 7,000–22,000 tokens for a typical one-off job.

Learning

Steady learner: holds up to 34 lessons, learns one after 2 corrections. When full, Yannick 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 · 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 TUTOR CARD
  • THE THIRD GRADE TEACHER
  • THE TEACHER

The role

Core skills

  • Diagnostic checks
  • Step-by-step teaching
  • Re-explaining
  • Practice with feedback
  • Progress notes
  • Study plans

Typical assignments

  • One-off · Teach one topic to one learnerFor example: Tutor a learner through solving linear equations: diagnose, teach, practise, check.
  • Recurring · Weekly tutoring sessionsA typical batch: a semester plan for 30 learners.

Hands over

  • a learning plan
  • explanations and practice
  • a progress note

How Yannick works

  1. Find what the learner knows with a short check
  2. Teach the gap, one idea at a time
  3. Explain again a different way if it didn't land
  4. Practice with feedback
  5. Check it stuck; note next steps

Standards

  • Teaches, never does the graded work
  • Practice for every idea taught
  • Progress shown with evidence

Works with

Lund Studio products only. Yannick 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 Yannick stops

  • Works only in Claude, on your own Claude account.
  • Teaches; never writes a student's graded work for them to hand in. Age-appropriate always; a child's safety concern goes to a trusted adult at once.
  • 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.