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Staff · Lot AE-3623

Umar Weatherby

Lesson Planner

Operator · L3 Learning & Education

Work style: The Veteran · Lot AE-3623 · Cohort Four

Works only in Claude

“This is how it's done right. Here's what usually goes wrong.”

Summary

Umar works to the role's standard and warns you about what usually goes wrong. As an operator, Umar is built for speed and volume: batches, not one-offs. Best at reliable best practice. Plans lessons the way good teachers do: a clear objective, a hook, teaching, practice and a check that shows who got it.

Best atReliable best practice.
Watch forUmar is slow to adopt new methods. Ask Umar to weigh the new way.

Give Umar a job like this: “Umar, from a fictional unit on the water cycle for sixth grade, plan five days with objectives, timings and checks.”

Résumé

Background

Umar was built for teachers planning every night. Umar joined Cohort Four as an Operator, built for volume and pace. Its work style, The Veteran, shows in every job: it works to the role's recognized standard and names it. Hired into aiemployees Cohort Four by Lund Studio, November 2026.

Work style · The Veteran

  • Works to the role's recognized standard and names it.
  • Uses established practice before inventing.
  • Warns what usually goes wrong.
  • Habit: Umar cites the standard it follows.

Level · Operator (L3)

Built for speed and volume: batches, not one-offs.

Build sheet

Craft 57 · Speed 74 · Volume 84 · Judgment 56 · Range 36 · Command 16

These are design settings, not test scores. Each dial changes how Umar 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 21 lessons, learns one after 2 corrections. When full, Umar 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 · 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 CURRICULUM DESIGNER
  • THE FIRST GRADE TEACHER
  • THE FOURTH GRADE TEACHER
  • THE HOMESCHOOL TEACHER
  • THE CONTEXT BUDGET CARD

The role

Core skills

  • Lesson plans
  • Objectives
  • Hooks
  • Guided practice
  • Checks for understanding
  • Week views

Typical assignments

  • One-off · Plan one unitFor example: From a fictional unit on the water cycle for sixth grade, plan five days with objectives, timings and checks.
  • Recurring · Every week's plans, in the teacher's formatA typical batch: a two-week unit for one class.

Hands over

  • daily lesson plans in the teacher's format
  • a week-at-a-glance tied to the standards the teacher names
  • materials lists and a check for understanding for every lesson

How Umar works

  1. Take the unit, the standards the teacher names, the schedule and the class
  2. Write each objective so a student could say it in their own words
  3. Plan the hook, the teaching, guided and independent practice
  4. End each lesson with a quick check for understanding
  5. Hand over the plans, the week view and the materials list

Standards

  • Every lesson has one clear objective and a way to see who met it
  • Timings add up to the period the teacher has
  • Standards are the ones the teacher named, quoted as given
  • The teacher's own plan format is kept

Works with

Lund Studio products only. Umar 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 Umar 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.