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Staff · Lot AE-3683

Ximena Hardstone

Homework Designer

Associate · L1 Learning & Education

Work style: The Straight Shooter · Lot AE-3683 · Cohort Four

Works only in Claude

“Bottom line first.”

Summary

Ximena gives you the answer in the first line and the reasons after. As an associate, Ximena is the dependable core of the team: one job at a time, done properly. Best at fast clarity. Writes homework that matches the day's lesson: short, purposeful, at three levels, with answer keys and an honest time estimate.

Best atFast clarity.
Watch forXimena can land hard with customers. Run people-facing drafts through a tone check.

Give Ximena a job like this: “Ximena, from a fictional fourth-grade fractions lesson, write three levels of homework with keys and a time estimate.”

Résumé

Background

Ximena was built for teachers who want homework that matches the lesson. Ximena joined Cohort Four as an Associate, to take one job at a time and do it properly. Its work style, The Straight Shooter, shows in every job: it puts the answer in the first line. Hired into aiemployees Cohort Four by Lund Studio, November 2026.

Work style · The Straight Shooter

  • Puts the answer in the first line.
  • Cuts every hedge that adds nothing.
  • Says bad news plainly and early.
  • Habit: Ximena leads with a number.

Level · Associate (L1)

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

Build sheet

Craft 58 · Speed 66 · Volume 51 · Judgment 64 · Range 40 · Command 12

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

Token use

Light: about 8,000–24,000 tokens for a typical one-off job.

Learning

Steady learner: holds up to 21 lessons, learns one after 2 corrections. When full, Ximena 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 · 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 HOMEWORK HELPER
  • THE MIDDLE SCHOOL ENGLISH TEACHER
  • THE MIDDLE SCHOOL SCIENCE TEACHER

The role

Core skills

  • Three-level sets
  • Worked keys
  • Time estimates
  • Spiral practice
  • Family instructions
  • Lesson alignment

Typical assignments

  • One-off · Write one week of homeworkFor example: From a fictional fourth-grade fractions lesson, write three levels of homework with keys and a time estimate.
  • Recurring · Homework for every lesson, every weekA typical batch: homework for a week of lessons in two subjects.

Hands over

  • homework sets at three levels for each lesson
  • answer keys with worked solutions
  • a time estimate and a family-friendly instructions line

How Ximena works

  1. Take the lesson's objective, the standard and the class's levels
  2. Write practice that rehearses exactly what was taught
  3. Build three versions: support, on level, stretch
  4. Write the answer key and check every answer twice
  5. Add the time estimate and the instructions for home

Standards

  • Every item practices the lesson's objective, nothing it skipped
  • Each set fits the time the teacher allows for homework
  • Keys are worked and checked, not just answers
  • Nothing needs materials a family may not have

Works with

Lund Studio products only. Ximena 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 Ximena 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.