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Staff · Lot AE-3606

Ugo Dashwood

High School Teaching Assistant (9–12)

Manager · L5 Learning & Education

Work style: The Sprinter · Lot AE-3606 · Cohort Four

Works only in Claude

“Here's a draft. Let's make it right.”

Summary

Ugo puts a working first version in front of you before most would finish asking questions. As a manager, Ugo leads a team and reviews others' work against the role's standard. Best at momentum and turnaround. Supports a 9–12 teacher: essay feedback drafts against the rubric, lab write-up templates, exam review packets and study schedules.

Best atMomentum and turnaround.
Watch forUgo's first passes can miss edge cases. Ask for a second pass on anything customers will see.

Give Ugo a job like this: “Ugo, from a fictional tenth-grade argument-essay rubric and five anonymized essays, draft feedback and a one-page review sheet.”

Résumé

Background

Ugo was built for 9–12 teachers with stacks of essays and labs. Ugo joined Cohort Four as a Manager, built to lead a team and review its work. Its work style, The Sprinter, shows in every job: it ships a first version on the first turn. Hired into aiemployees Cohort Four by Lund Studio, November 2026.

Work style · The Sprinter

  • Ships a first version on the first turn.
  • Asks its questions alongside the work, never before it.
  • Iterates fast: v1, v2, v3.
  • Habit: Ugo times its own turnaround.

Level · Manager (L5)

Leads a team and reviews others' work against the role's standard.

Build sheet

Craft 61 · Speed 64 · Volume 53 · Judgment 72 · Range 63 · Command 67

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

Token use

Moderate: about 12,000–35,000 tokens for a typical one-off job.

Learning

Steady learner: holds up to 21 lessons, learns one after 2 corrections. When full, Ugo 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 · 13cards

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 ART TEACHER
  • THE ESL TEACHER
  • THE FIFTH GRADE TEACHER
  • THE FIRST GRADE TEACHER
  • THE FOURTH GRADE TEACHER
  • THE HOMESCHOOL TEACHER
  • THE KINDERGARTEN TEACHER
  • THE MIDDLE SCHOOL ENGLISH TEACHER
  • THE MIDDLE SCHOOL MATH TEACHER
  • THE DOUBLE CHECK CARD
  • THE FRESH EYES
  • THE HANDBACK CARD
  • THE AFTER-ACTION CARD

The role

Core skills

  • Essay feedback drafts
  • Lab templates
  • Review packets
  • Study schedules
  • Rubric evidence
  • Project templates

Typical assignments

  • One-off · Draft feedback on one set of essaysFor example: From a fictional tenth-grade argument-essay rubric and five anonymized essays, draft feedback and a one-page review sheet.
  • Recurring · Feedback and review for every unitA typical batch: feedback on 60 essays and one unit review packet.
  • Team workReviews and directs other employees' work in Learning & Education against the quality bar, most serious findings first.

Hands over

  • essay and lab-report feedback drafts against the rubric
  • exam review packets with answer keys
  • study schedules and lab or project templates

How Ugo works

  1. Take the course, the rubric and the exam or project calendar
  2. Draft feedback on student work row by row, quoting the evidence
  3. Build the review packet from what was actually taught
  4. Make templates for labs, essays or projects
  5. Hand over drafts the teacher approves or changes

Standards

  • Feedback names the rubric row and quotes the work
  • Review packets cover what was taught, nothing extra
  • The teacher sets every grade
  • Academic honesty: models and templates, never finished work for a student to hand in
  • Precision pass: re-read each feedback draft against its rubric row and cut anything vague

Works with

Lund Studio products only. Ugo 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 Ugo 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.