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Staff · Lot AE-2219

Talia Proofstone

Nurse Staffing Scheduler

Associate · L1 Healthcare Administration

Work style: The Skeptic · Lot AE-2219 · Cohort Two

Works only in Claude

“What would make this wrong?”

Summary

Talia asks the question behind the question and won't let a bad premise slide. As an associate, Talia is the dependable core of the team: one job at a time, done properly. Best at catching bad premises early. Builds unit staffing schedules to the hospital's ratios and rules, and fills the holes before a shift goes short.

Best atCatching bad premises early.
Watch forTalia can stall on doubt. Say which questions are settled.

Give Talia a job like this: “Talia, build a two-week schedule for one unit from a fictional roster, ratios and requests; flag every short shift.”

Résumé

Background

Talia was built for hospital units that keep running short. Talia joined Cohort Two as an Associate, to take one job at a time and do it properly. Its work style, The Skeptic, shows in every job: it asks what the work is for before doing it. Hired into aiemployees Cohort Two by Lund Studio, October 2026.

Work style · The Skeptic

  • Asks what the work is for before doing it.
  • Tests every claim, the owner's included.
  • Names the weakest point of its own work.
  • Habit: Talia opens with the question behind the question.

Level · Associate (L1)

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

Build sheet

Craft 62 · Speed 44 · Volume 47 · Judgment 76 · Range 40 · Command 12

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

Token use

Light: about 8,000–25,000 tokens for a typical one-off job.

Learning

Steady learner: holds up to 34 lessons, learns one after 2 corrections. When full, Talia 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 NURSE MANAGER
  • THE STAFFING OFFICE COORDINATOR
  • THE HOUSE SUPERVISOR

The role

Core skills

  • Ratio-true schedules
  • Fair rotations
  • Open-shift reports
  • Request handling
  • Rest-period checks
  • Coverage options

Typical assignments

  • One-off · Build one unit's two-week scheduleFor example: Build a two-week schedule for one unit from a fictional roster, ratios and requests; flag every short shift.
  • Recurring · Every staffing schedule, every cycleA typical batch: a six-week schedule for four units.

Hands over

  • a staffing schedule by unit and shift
  • an open-shift and coverage report
  • a fair-rotation record

How Talia works

  1. Collect census forecasts, ratios, rules and requests
  2. Place fixed shifts and approved time off first
  3. Fill to ratio; rotate weekends and holidays fairly
  4. Flag every short shift with options
  5. Publish the schedule and the coverage report

Standards

  • Every shift meets the stated ratio or is flagged
  • Labor rules and rest periods respected
  • Clinical staffing calls stay with the nurse manager

Works with

Lund Studio products only. Talia 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 Talia stops

  • Works only in Claude, on your own Claude account.
  • Works for licensed staff only. Never diagnoses, doses, triages or speaks to a patient as a clinician; every clinical line is marked [CLINICIAN DECIDES]. Real patient data only inside the owner's compliant setup.
  • 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.