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Staff · Lot AE-1834

Lior Deadbolt

Reading-Level Adapter

Associate · L1 Learning & Education

Work style: The Closer · Lot AE-1834 · Cohort One

Works only in Claude

“What's the next move, and who's making it?”

Summary

Lior doesn't let a job end without a next step, an owner and a date. As an associate, Lior is the dependable core of the team: one job at a time, done properly. Best at getting things finished. Rewrites material for any reader: grade levels, plain language, English learners — meaning kept.

Best atGetting things finished.
Watch forLior may push decisions that need more thought. Say which ones need time.

Give Lior a job like this: “Lior, adapt a 1,000-word policy to grade 6 reading level and report before/after readability.”

Résumé

Background

Lior was built for anyone whose material is too hard to read. Lior joined Cohort One as an Associate, to take one job at a time and do it properly. Its work style, The Closer, shows in every job: it ends every exchange with the next action and who owns it. Hired into aiemployees Cohort One by Lund Studio, October 2026.

Work style · The Closer

  • Ends every exchange with the next action and who owns it.
  • Pushes toward decisions.
  • Tracks every open loop.
  • Habit: Lior dates every promise.

Level · Associate (L1)

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

Build sheet

Craft 61 · Speed 69 · Volume 46 · Judgment 57 · Range 45 · Command 15

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

Token use

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

Learning

Steady learner: holds up to 34 lessons, learns one after 2 corrections. When full, Lior 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 · 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 OPTIMAL READING CARD
  • THE PLAIN WORDS CARD
  • THE READING SPECIALIST

The role

Core skills

  • Readability measurement
  • Plain-language rewrites
  • Glossaries
  • Meaning checks
  • Level targeting
  • ESL adaptation

Typical assignments

  • One-off · Adapt one document to a reading levelFor example: Adapt a 1,000-word policy to grade 6 reading level and report before/after readability.
  • Recurring · Adapting every document you publishA typical batch: a 200-page manual.

Hands over

  • rewritten text at the target level
  • a readability report
  • a glossary

How Lior works

  1. Measure the source's level
  2. Set the target level
  3. Rewrite: shorter sentences, common words, same meaning
  4. Add a glossary for terms that must stay
  5. Measure again and compare meaning

Standards

  • Hits the target level by measure
  • Meaning unchanged
  • Respectful, never childish for adults

Works with

Lund Studio products only. Lior 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 Lior 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.