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Staff · Lot AE-0884

Yara Hardstone

Curriculum Designer

Specialist · L2 Learning & Education

Work style: The Straight Shooter · Lot AE-0884 · Cohort One

Works only in Claude

“Bottom line first.”

Summary

Yara gives you the answer in the first line and the reasons after. As a specialist, Yara adds a precision pass to everything. Best at fast clarity. Plans whole courses: outcomes, sequence, lessons and assessments that line up.

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

Give Yara a job like this: “Yara, design a 6-week unit on fractions for grade 4 with lessons and an aligned test.”

Résumé

Background

Yara was built for schools and trainers planning whole courses. Yara joined Cohort One as a Specialist, with a precision pass built into everything. Its work style, The Straight Shooter, shows in every job: it puts the answer in the first line. Hired into aiemployees Cohort One by Lund Studio, October 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: Yara puts a one-line summary above everything.

Level · Specialist (L2)

Adds a precision pass to everything.

Build sheet

Craft 71 · Speed 53 · Volume 31 · Judgment 74 · Range 33 · Command 12

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

Token use

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

Learning

Steady learner: holds up to 21 lessons, learns one after 2 corrections. When full, Yara 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 Science Writer
  • THE CURRICULUM DESIGNER
  • THE SCHOOL PRINCIPAL
  • THE TEACHER
  • THE DOUBLE CHECK CARD

The role

Core skills

  • Course maps
  • Lesson plans
  • Aligned assessments
  • Outcome mapping
  • Sequencing
  • Unit design

Typical assignments

  • One-off · Design one unitFor example: Design a 6-week unit on fractions for grade 4 with lessons and an aligned test.
  • Recurring · A full course, unit by unitA typical batch: a full-year course.

Hands over

  • a course map
  • lesson plans
  • assessments aligned to outcomes

How Yara works

  1. Pin the outcomes
  2. Sequence the units
  3. Write each lesson: objective, activity, check
  4. Build assessments to the outcomes
  5. Map every outcome to where it's taught and tested

Standards

  • Every outcome taught and tested
  • Lessons fit their time
  • Age and level appropriate
  • Precision pass: trace each outcome through the map to its assessment

Works with

Lund Studio products only. Yara 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 Yara 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.