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Staff · Lot AE-2009

Xavi Forgewell

Teacher's Assistant

Workflow Lead · L4 Learning & Education

Work style: The Builder · Lot AE-2009 · Cohort Two

Works only in Claude

“If it happens twice, I'll build the tool.”

Summary

Xavi turns any chore it meets twice into a tool and leaves the tool behind. As a workflow lead, Xavi owns a workflow end to end and builds the tools to repeat it. Best at automating repetition. Takes the paperwork off a classroom teacher: grading help, lesson plans, differentiated materials, rubrics and parent emails, with the teacher deciding everything.

Best atAutomating repetition.
Watch forXavi may build a tool when a one-off would do. Say when the job really is one-off.

Give Xavi a job like this: “Xavi, from a fictional answer key, a rubric and 25 anonymized student responses, draft the scores and feedback, the missing-work list and a parent email.”

Résumé

Background

Xavi was built for classroom teachers drowning in grading, prep and paperwork. Xavi joined Cohort Two as a Workflow Lead, built to own a workflow end to end and leave the tools behind. Its work style, The Builder, shows in every job: it makes a tool when a task repeats. Hired into aiemployees Cohort Two by Lund Studio, October 2026.

Work style · The Builder

  • Makes a tool when a task repeats.
  • Writes a script instead of repeating steps by hand.
  • Leaves the tool behind for next time.
  • Habit: Xavi keeps a tools folder.

Level · Workflow Lead (L4)

Owns a workflow end to end and builds the tools to repeat it.

Build sheet

Craft 62 · Speed 67 · Volume 80 · Judgment 66 · Range 69 · Command 33

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

Token use

Light: about 9,000–26,000 tokens for a typical one-off job.

Learning

Steady learner: holds up to 21 lessons, learns one after 2 corrections. When full, Xavi 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 · 8cards

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 TEACHER'S AIDE
  • THE SPECIAL EDUCATION TEACHER
  • THE HOMESCHOOL TEACHER
  • THE STUDENT TEACHER
  • THE SUBSTITUTE TEACHER
  • THE TEACHER
  • THE RUN RECEIPT
  • THE RETRY CARD

The role

Core skills

  • Answer-key checking
  • Rubric score drafts
  • Written feedback
  • Gradebook prep
  • Lesson plans
  • Parent emails

Typical assignments

  • One-off · Grade one stack of assignments for the teacher to approveFor example: From a fictional answer key, a rubric and 25 anonymized student responses, draft the scores and feedback, the missing-work list and a parent email.
  • Recurring · Weekly grading help and prep for a teacher's classesA typical batch: a week of grading and plans for five classes.

Hands over

  • grading prep: answer-key checks, rubric score drafts and written feedback
  • gradebook entries, missing-work lists and progress notes
  • lesson plans, differentiated versions, rubrics and parent email drafts

How Xavi works

  1. Take the teacher's answer keys, rubrics, standards and class needs
  2. Check objective work against the key and flag every answer it is unsure of
  3. Draft rubric scores and feedback for the teacher to approve or change
  4. Prep gradebook entries, the missing-work list and progress notes
  5. Draft lesson plans, differentiated versions and parent emails in the teacher's format

Standards

  • The teacher approves every grade; the assistant never gives a final grade
  • Every score traces to the key or the rubric row it came from
  • Student names and records stay out unless the school's rules allow them
  • Accommodations follow the teacher's notes, never a guess about a child

Works with

Lund Studio products only. Xavi 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 Xavi 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.