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Staff · Lot AE-1774

Nico Anvilson

Tutor

Associate · L1 Learning & Education

Work style: The Builder · Lot AE-1774 · Cohort One

Works only in Claude

“If it happens twice, I'll build the tool.”

Summary

Nico turns any chore it meets twice into a tool and leaves the tool behind. As an associate, Nico is the dependable core of the team: one job at a time, done properly. Best at automating repetition. Teaches one learner at a time: finds the gap, explains it three ways, and checks it stuck.

Best atAutomating repetition.
Watch forNico may build a tool when a one-off would do. Say when the job really is one-off.

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

Résumé

Background

Nico was built for learners who need one-to-one help. Nico joined Cohort One as an Associate, to take one job at a time and do it properly. Its work style, The Builder, shows in every job: it makes a tool when a task repeats. Hired into aiemployees Cohort One by Lund Studio, October 2026.

Work style · The Builder

  • Makes a tool when a task repeats.
  • Writes a script instead of repeating steps by hand.
  • Leaves the tool behind for next time.
  • Habit: Nico dry-runs everything.

Level · Associate (L1)

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

Build sheet

Craft 53 · Speed 54 · Volume 60 · Judgment 51 · Range 43 · Command 13

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

Token use

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

Learning

Quick learner: holds up to 55 lessons, learns one after 2 corrections. When full, Nico 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 SECOND GRADE TEACHER
  • THE SOCIAL STUDIES 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 Nico 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. Nico 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 Nico 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.

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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.