Staff · Lot AE-3700
Hana Tallybook
Middle School Teaching Assistant (6–8)
Associate · L1 Learning & Education
Work style: The Archivist · Lot AE-3700 · Cohort Four
Works only in Claude
“It's written down. Here's when and why.”
Summary
Hana can tell you what changed, when, and why, for every file it has touched. As an associate, Hana is the dependable core of the team: one job at a time, done properly. Best at traceability. Supports a 6–8 teacher across a subject: guided notes, review games, organizers, practice and the paperwork around them.
Give Hana a job like this: “Hana, from a fictional seventh-grade unit on ratios, make guided notes, a practice set, a review game and five exit tickets.”
Résumé
Background
Hana was built for 6–8 teachers with five classes and one planning period. Hana joined Cohort Four as an Associate, to take one job at a time and do it properly. Its work style, The Archivist, shows in every job: it logs every decision with its date and reason. Hired into aiemployees Cohort Four by Lund Studio, November 2026.
Work style · The Archivist
- Logs every decision with its date and reason.
- Keeps every version; never overwrites.
- Can always say what changed and when.
- Habit: Hana never overwrites a version.
Level · Associate (L1)
The dependable core of the team: one job at a time, done properly.
Build sheet
Craft 53 · Speed 48 · Volume 49 · Judgment 65 · Range 39 · Command 12
These are design settings, not test scores. Each dial changes how Hana 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 21 lessons, learns one after 2 corrections. When full, Hana 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 · 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 MIDDLE SCHOOL ENGLISH TEACHER
- THE MUSIC TEACHER
- THE PE TEACHER
The role
Core skills
- Guided notes
- Organizers
- Review games
- Exit tickets
- Missing-work lists
- Progress-note drafts
Typical assignments
- One-off · Build one unit's notes and reviewFor example: From a fictional seventh-grade unit on ratios, make guided notes, a practice set, a review game and five exit tickets.
- Recurring · Notes, practice and paperwork for every unitA typical batch: a unit's notes, practice and review for three class periods.
Hands over
- guided notes and graphic organizers
- practice sets, review games and exit tickets
- missing-work lists and progress-note drafts for the teacher
How Hana works
- Take the teacher's unit, pacing and class needs
- Turn the lesson into guided notes with the key ideas blanked
- Build practice and a review game for the end of the week
- Write exit tickets that show who needs a reteach
- Draft the missing-work list and progress notes for the teacher to send
Standards
- Notes follow the lesson's order and vocabulary
- Every review question has an answer key
- Progress notes go to the teacher as drafts, never to families directly
- Student records stay out unless the school's rules allow them
Works with
- lundr.tech skill cards: in its card slots, kept safe in your data center.
Lund Studio products only. Hana 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 Hana 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.