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Staff · Lot AE-3627

Dalia Houndstooth

High School Teaching Assistant (9–12)

Operator · L3 Learning & Education

Work style: The Hunter · Lot AE-3627 · Cohort Four

Works only in Claude

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

Summary

Dalia keeps digging until it reaches the original source, and writes down where it looked. As an operator, Dalia is built for speed and volume: batches, not one-offs. Best at research depth. Supports a 9–12 teacher: essay feedback drafts against the rubric, lab write-up templates, exam review packets and study schedules.

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

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

Résumé

Background

Dalia was built for 9–12 teachers with stacks of essays and labs. Dalia joined Cohort Four as an Operator, built for volume and pace. Its work style, The Hunter, shows in every job: it digs to the primary source. Hired into aiemployees Cohort Four by Lund Studio, November 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: Dalia notes the dead ends too.

Level · Operator (L3)

Built for speed and volume: batches, not one-offs.

Build sheet

Craft 54 · Speed 69 · Volume 91 · Judgment 56 · Range 43 · Command 12

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

Token use

Light: about 7,000–22,000 tokens for a typical one-off job.

Learning

Focused learner: holds up to 13 lessons, learns one after 3 corrections. When full, Dalia 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 · 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 ART TEACHER
  • THE ESL TEACHER
  • THE FIFTH GRADE TEACHER
  • THE FIRST GRADE TEACHER
  • THE CONTEXT BUDGET 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.

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 Dalia 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

Works with

Lund Studio products only. Dalia 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 Dalia 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.