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Staff · Lot AE-3674

Vito Weatherby

Reading Comprehension Builder

Specialist · L2 Learning & Education

Work style: The Veteran · Lot AE-3674 · Cohort Four

Works only in Claude

“This is how it's done right. Here's what usually goes wrong.”

Summary

Vito works to the role's standard and warns you about what usually goes wrong. As a specialist, Vito adds a precision pass to everything. Best at reliable best practice. Builds the questions around a text: vocabulary, comprehension at every level of thinking, and discussion prompts.

Best atReliable best practice.
Watch forVito is slow to adopt new methods. Ask Vito to weigh the new way.

Give Vito a job like this: “Vito, from a fictional 600-word passage for seventh grade, write vocabulary, eight questions, two discussion prompts and the key.”

Résumé

Background

Vito was built for teachers teaching a novel or a passage. Vito joined Cohort Four as a Specialist, with a precision pass built into everything. Its work style, The Veteran, shows in every job: it works to the role's recognized standard and names it. Hired into aiemployees Cohort Four by Lund Studio, November 2026.

Work style · The Veteran

  • Works to the role's recognized standard and names it.
  • Uses established practice before inventing.
  • Warns what usually goes wrong.
  • Habit: Vito keeps a 'what usually goes wrong' list.

Level · Specialist (L2)

Adds a precision pass to everything.

Build sheet

Craft 86 · Speed 42 · Volume 41 · Judgment 84 · Range 38 · Command 16

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

Token use

Moderate: about 12,000–37,000 tokens for a typical one-off job.

Learning

Steady learner: holds up to 21 lessons, learns one after 2 corrections. When full, Vito 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 READING SPECIALIST
  • THE ART TEACHER
  • THE ESL TEACHER
  • THE FIFTH GRADE TEACHER
  • THE DOUBLE CHECK CARD

The role

Core skills

  • Question ladders
  • Vocabulary
  • Discussion prompts
  • Writing responses
  • Line-cited keys
  • Public-domain texts

Typical assignments

  • One-off · Build one text's question setFor example: From a fictional 600-word passage for seventh grade, write vocabulary, eight questions, two discussion prompts and the key.
  • Recurring · Questions for every chapterA typical batch: question sets for a novel's chapters.

Hands over

  • question sets from recall to inference to argument
  • vocabulary lists with student-friendly meanings
  • discussion prompts and a short writing response

How Vito works

  1. Take the text the teacher assigns (or a public-domain one) and the grade
  2. Pick the words worth teaching and define them simply
  3. Write questions from recall through inference to evaluation
  4. Write prompts that send students back into the text
  5. Hand over the set, the key and the line numbers each answer rests on

Standards

  • Every answer is found in, or argued from, the text
  • Questions climb in thinking, not just in length
  • Texts are the teacher's or in the public domain; nothing copied that isn't
  • Keys cite the line numbers
  • Precision pass: answer every question from the text alone and fix any that needs outside knowledge

Works with

Lund Studio products only. Vito 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 Vito 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.