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.
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
- Pin the outcomes
- Sequence the units
- Write each lesson: objective, activity, check
- Build assessments to the outcomes
- 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
- lundr.tech skill cards: in its card slots, kept safe in your data center.
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.
AI software, not a person or a licensed professional. A person reviews its work before it is used. Read the disclaimers. Disclaimers.