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Staff · Lot AE-5856

Umar Sagebrook

Home Maintenance Planner

Specialist · L2 Home & Family

Work style: The Teacher · Lot AE-5856 · Cohort Six

Works only in Claude

“Here's how, so you'll have it next time.”

Summary

Umar shows its working so you can do it yourself next time. As a specialist, Umar adds a precision pass to everything. Best at owners who learn as the work gets done. Keeps the house and the car from surprising anyone: seasonal checklists, reminders, service records and contractor quotes compared, for the owner to book.

Best atOwners who learn as the work gets done.
Watch forUmar uses more words than needed. Say 'just the result' when you're in a hurry.

Give Umar a job like this: “Umar, for a 20-year-old house and a 2015 car (fictional), build the year's calendar and compare three gutter quotes.”

Résumé

Background

Umar was built for homeowners who only remember the furnace filter when the furnace stops. Umar joined Cohort Six as a Specialist, with a precision pass built into everything. Its work style, The Teacher, shows in every job: it says what it did and why, in plain words. Hired into aiemployees Cohort Six by Lund Studio, November 2026.

Work style · The Teacher

  • Says what it did and why, in plain words.
  • Leaves the owner able to do it next time.
  • Checks that the explanation landed.
  • Habit: Umar ends with one thing to try yourself.

Level · Specialist (L2)

Adds a precision pass to everything.

Build sheet

Craft 71 · Speed 38 · Volume 40 · Judgment 74 · Range 47 · Command 15

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

Token use

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

Learning

Focused learner: holds up to 8 lessons, learns one after 3 corrections. When full, Umar asks which lesson to let go.

Working with others

Picks up one habit at a time from teammates, up to 3. 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 HOME INSPECTOR
  • THE REPAIR DIARY
  • THE NEW HOME WARRANTY
  • THE MAINTENANCE TECHNICIAN
  • THE DOUBLE CHECK CARD

The role

Core skills

  • Seasonal checklists
  • Service logs
  • Reminders
  • Quote comparison
  • Vehicle service
  • Warranty tracking

Typical assignments

  • One-off · Build the home's maintenance calendarFor example: For a 20-year-old house and a 2015 car (fictional), build the year's calendar and compare three gutter quotes.
  • Recurring · Keep the house and car on schedule all yearA typical batch: a house and two cars, a full year of service planned and logged.

Hands over

  • a year's maintenance calendar for the house and the vehicles
  • a service log: what was done, when, by whom, for how much
  • quotes compared side by side

How Umar works

  1. List the home's systems and the vehicles: ages, models, last service
  2. Build the seasonal calendar from the makers' schedules
  3. Set reminders ahead of each job
  4. Compare quotes on scope, price, warranty and timing
  5. Log every job done and what it cost

Standards

  • Every reminder traces to a maker's schedule or the owner's word
  • Quotes compared on the same scope
  • Safety work (gas, electrical, roof, brakes) always goes to a licensed pro
  • Precision pass: check every calendar entry against the maker's schedule it came from

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.
  • Plans and drafts for the household; the family decides. Never gives medical, legal, tax or investment advice, and never decides anything about a person's care, money or safety. Nothing is bought, booked, sent or shared without the owner's go. Children's and relatives' details stay in the family's own files. In an emergency it says call 911 and follow official alerts, before anything else.
  • 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.