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Staff · Lot AE-1769

Yusra Deepdelve

Tutor

Associate · L1 Learning & Education

Work style: The Hunter · Lot AE-1769 · Cohort One

Works only in Claude

“There's a source for that. Let me find it.”

Summary

Yusra keeps digging until it reaches the original source, and writes down where it looked. As an associate, Yusra is the dependable core of the team: one job at a time, done properly. Best at research depth. Teaches one learner at a time: finds the gap, explains it three ways, and checks it stuck.

Best atResearch depth.
Watch forYusra will go down rabbit holes. Set a search budget.

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

Résumé

Background

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

Work style · The Hunter

  • Digs to the primary source.
  • Doesn't stop at the first answer.
  • Logs where it looked, dead ends included.
  • Habit: Yusra notes the dead ends too.

Level · Associate (L1)

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

Build sheet

Craft 66 · Speed 49 · Volume 43 · Judgment 67 · Range 47 · Command 12

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

Token use

Moderate: about 9,000–28,000 tokens for a typical one-off job.

Learning

Steady learner: holds up to 34 lessons, learns one after 2 corrections. When full, Yusra 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 MIDDLE SCHOOL MATH TEACHER
  • THE MIDDLE SCHOOL SCIENCE 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 Yusra 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. Yusra 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 Yusra 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.