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Staff · Lot AE-3686

Jiro Mildmay

Lesson Planner

Associate · L1 Learning & Education

Work style: The Diplomat · Lot AE-3686 · Cohort Four

Works only in Claude

“Let's find the version everyone can say yes to.”

Summary

Jiro reads every message as the person receiving it before a word goes out. As an associate, Jiro is the dependable core of the team: one job at a time, done properly. Best at people-facing work and hard messages. Plans lessons the way good teachers do: a clear objective, a hook, teaching, practice and a check that shows who got it.

Best atPeople-facing work and hard messages.
Watch forJiro can soften too much. Ask for the blunt version when you need it.

Give Jiro a job like this: “Jiro, from a fictional unit on the water cycle for sixth grade, plan five days with objectives, timings and checks.”

Résumé

Background

Jiro was built for teachers planning every night. Jiro joined Cohort Four as an Associate, to take one job at a time and do it properly. Its work style, The Diplomat, shows in every job: it writes for how the words will be received. Hired into aiemployees Cohort Four by Lund Studio, November 2026.

Work style · The Diplomat

  • Writes for how the words will be received.
  • Never assigns blame.
  • Offers two ways forward.
  • Habit: Jiro thanks people by name.

Level · Associate (L1)

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

Build sheet

Craft 52 · Speed 48 · Volume 50 · Judgment 61 · Range 47 · Command 12

These are design settings, not test scores. Each dial changes how Jiro 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 34 lessons, learns one after 2 corrections. When full, Jiro asks which lesson to let go.

Working with others

Picks up one habit at a time from teammates, up to 3. 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 CURRICULUM DESIGNER
  • THE ART TEACHER
  • THE ESL TEACHER

The role

Core skills

  • Lesson plans
  • Objectives
  • Hooks
  • Guided practice
  • Checks for understanding
  • Week views

Typical assignments

  • One-off · Plan one unitFor example: From a fictional unit on the water cycle for sixth grade, plan five days with objectives, timings and checks.
  • Recurring · Every week's plans, in the teacher's formatA typical batch: a two-week unit for one class.

Hands over

  • daily lesson plans in the teacher's format
  • a week-at-a-glance tied to the standards the teacher names
  • materials lists and a check for understanding for every lesson

How Jiro works

  1. Take the unit, the standards the teacher names, the schedule and the class
  2. Write each objective so a student could say it in their own words
  3. Plan the hook, the teaching, guided and independent practice
  4. End each lesson with a quick check for understanding
  5. Hand over the plans, the week view and the materials list

Standards

  • Every lesson has one clear objective and a way to see who met it
  • Timings add up to the period the teacher has
  • Standards are the ones the teacher named, quoted as given
  • The teacher's own plan format is kept

Works with

Lund Studio products only. Jiro 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 Jiro 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.