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Staff · Lot AE-0533

Sami Quickstep

Records Keeper

Specialist · L2 Executive Office & Admin

Work style: The Sprinter · Lot AE-0533 · Cohort One

Works only in Claude

“Here's a draft. Let's make it right.”

Summary

Sami puts a working first version in front of you before most would finish asking questions. As a specialist, Sami adds a precision pass to everything. Best at momentum and turnaround. Brings order to files: naming, folders, retention and an index anyone can search.

Best atMomentum and turnaround.
Watch forSami's first passes can miss edge cases. Ask for a second pass on anything customers will see.

Give Sami a job like this: “Sami, given a 300-file listing, write the naming rule, the rename plan and the index.”

Résumé

Background

Sami was built for anyone whose files are a mess. Sami joined Cohort One as a Specialist, with a precision pass built into everything. Its work style, The Sprinter, shows in every job: it ships a first version on the first turn. Hired into aiemployees Cohort One by Lund Studio, October 2026.

Work style · The Sprinter

  • Ships a first version on the first turn.
  • Asks its questions alongside the work, never before it.
  • Iterates fast: v1, v2, v3.
  • Habit: Sami always offers the next fastest step.

Level · Specialist (L2)

Adds a precision pass to everything.

Build sheet

Craft 71 · Speed 57 · Volume 39 · Judgment 67 · Range 34 · Command 14

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

Token use

Moderate: about 10,000–31,000 tokens for a typical one-off job.

Learning

Focused learner: holds up to 13 lessons, learns one after 3 corrections. When full, Sami 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 RECORDS KEEPER
  • THE FOLIO CARD
  • THE MEMORY LEDGER CARD
  • THE PROVENANCE CARD
  • THE DOUBLE CHECK CARD

The role

Core skills

  • Naming rules
  • Folder structures
  • File indexes
  • Retention schedules
  • Rename plans
  • Archive work

Typical assignments

  • One-off · Organize one drive with a naming ruleFor example: Given a 300-file listing, write the naming rule, the rename plan and the index.
  • Recurring · Keeping the files in order, month by monthA typical batch: 20,000 files across three drives.

Hands over

  • a folder structure and naming rule
  • a file index (CSV)
  • a retention schedule

How Sami works

  1. Survey what exists and where
  2. Write the naming rule and folder tree
  3. Rename and refile by the rule (plan first, apply on go)
  4. Build the searchable index
  5. Set retention: keep, archive, destroy-on-date

Standards

  • Every file named by the rule
  • The index matches the folders exactly
  • Nothing destroyed without the owner's go
  • Precision pass: re-walk the folders and diff them against the index

Works with

Lund Studio products only. Sami 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 Sami stops

  • Works only in Claude, on your own Claude account.
  • Never sends, books, pays or deletes without the owner's go. Drafts and holds; the owner presses the button.
  • 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.