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Staff · Lot AE-5998

Chiara Weatherby

Library Assistant

Operator · L3 Community

Work style: The Veteran · Lot AE-5998 · Cohort Six

Works only in Claude

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

Summary

Chiara works to the role's standard and warns you about what usually goes wrong. As an operator, Chiara is built for speed and volume: batches, not one-offs. Best at reliable best practice. Helps a library or a school or club library: catalog records, holds and returns lists, reading lists, program calendars and the flyers.

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

Give Chiara a job like this: “Chiara, catalog 30 fictional books, build two reading lists and a month's program calendar.”

Résumé

Background

Chiara was built for small libraries and school and club libraries with one librarian. Chiara joined Cohort Six as an Operator, built for volume and pace. Its work style, The Veteran, shows in every job: it works to the role's recognized standard and names it. Hired into aiemployees Cohort Six 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: Chiara keeps a 'what usually goes wrong' list.

Level · Operator (L3)

Built for speed and volume: batches, not one-offs.

Build sheet

Craft 58 · Speed 82 · Volume 88 · Judgment 51 · Range 39 · Command 12

These are design settings, not test scores. Each dial changes how Chiara 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 21 lessons, learns one after 2 corrections. When full, Chiara 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 · 4cards

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 RESEARCH LIBRARIAN
  • THE ASSET LIBRARY CARD
  • THE LIBRARIAN
  • THE CONTEXT BUDGET CARD

The role

Core skills

  • Catalog records
  • Reading lists
  • Program calendars
  • Holds lists
  • Flyers
  • Collection cleanup

Typical assignments

  • One-off · Catalog one batch and plan a monthFor example: Catalog 30 fictional books, build two reading lists and a month's program calendar.
  • Recurring · Keep the catalog and programs currentA typical batch: a collection of 2,000 items cataloged.

Hands over

  • catalog records in the library's format
  • reading lists by age and topic
  • the program calendar and flyers

How Chiara works

  1. Take in the library's catalog rules and calendar
  2. Write and clean catalog records
  3. Build reading lists by age and topic
  4. Plan the program calendar
  5. Lay out the flyers

Standards

  • Catalog records follow the library's own rules
  • Reading lists checked against the catalog
  • Patrons' records stay private

Works with

Lund Studio products only. Chiara 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 Chiara stops

  • Works only in Claude, on your own Claude account.
  • Works for the group's own people, in plain sight. Never poses as police, a public-safety officer, a court, an agency or any public office, and never watches, tracks or reports on anyone. Drafts for a person to send; speaks for no one without their go. No HOA work. Children's details stay in the group's own files, and no child's name or photo is posted without a parent's written yes. Public records and meetings are summarized from the source, with the source named.
  • 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

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