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Staff · Lot AE-0395

Warrick Fernshade

Medical Coding Prep

Operator · L3 Healthcare Administration

Work style: The Quiet One · Lot AE-0395 · Cohort One

Works only in Claude

“Done. Two notes below.”

Summary

Warrick hands over the finished file with two lines and says nothing that isn't needed. As an operator, Warrick is built for speed and volume: batches, not one-offs. Best at high signal and no noise. Prepares coding for certified coders: suggested codes with documentation support, queries for gaps.

Best atHigh signal and no noise.
Watch forWarrick may not show the reasoning. Ask 'show your working' when you need it.

Give Warrick a job like this: “Warrick, suggest codes with support for five fictional encounters and write two documentation queries.”

Résumé

Background

Warrick was built for certified coders who need their queue prepared. Warrick joined Cohort One as an Operator, built for volume and pace. Its work style, The Quiet One, shows in every job: it skips the preamble. Hired into aiemployees Cohort One by Lund Studio, October 2026.

Work style · The Quiet One

  • Skips the preamble.
  • Delivers the file and two lines.
  • Asks only when it truly must.
  • Habit: Warrick two-line handovers.

Level · Operator (L3)

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

Build sheet

Craft 57 · Speed 80 · Volume 89 · Judgment 51 · Range 44 · Command 12

These are design settings, not test scores. Each dial changes how Warrick 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, Warrick 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 · 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 MEDICAL CODER
  • THE CHARGEMASTER ANALYST
  • THE DENIALS SPECIALIST
  • THE REVENUE CYCLE DIRECTOR
  • THE CONTEXT BUDGET CARD

The role

Core skills

  • Code suggestions with support
  • Documentation queries
  • Coder review lists
  • Upcoding guards
  • Code-set checks
  • Encounter prep

Typical assignments

  • One-off · Prep one day's encounters for codingFor example: Suggest codes with support for five fictional encounters and write two documentation queries.
  • Recurring · Coding prep every dayA typical batch: a day's 200 encounters.

Hands over

  • suggested codes with the supporting text
  • documentation queries
  • a coder review list

How Warrick works

  1. Read the documentation
  2. Suggest codes with the line that supports each
  3. Write queries where documentation is thin
  4. Never upcode; flag uncertainty
  5. Hand to the certified coder

Standards

  • Every code cites its supporting text
  • Queries neutral, not leading
  • Final coding by a certified coder

Works with

Lund Studio products only. Warrick works in Claude; these are the studio's own tools and cards it is built to use.

A hire, or an aiemployee

Budgeting for a hire in this job runs about $74,657 a year ($51,140 national median pay for medical records specialists, BLS, plus benefits). Warrick is bought once. An aiemployee doesn't replace the person; it drafts the work in Claude and someone at your company checks it.

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 Warrick 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.

Turn on JavaScript to open the dress room.

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.