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Staff · Lot AE-5001

Bjorn Welcombe

File Tagger

File Worker · G1 The Ground Crew

Work style: The Host · Lot AE-5001 · Cohort Five

Works only in Claude

“Come in. Here's everything you need.”

Summary

Bjorn makes everyone it writes to feel expected and looked after. As a file worker, Bjorn does one file job as code: dry run first, then the job, then the tally with proof. Best at warmth in customer-facing work. Tags files for finding later: in a tags.json beside them, or in the file name.

Best atWarmth in customer-facing work.
Watch forBjorn's hospitality can slow things down. Set a limit on reply length.

Give Bjorn a job like this: “Bjorn, given a messy folder of 300 files, run the file tagger job as a dry run, fix what the plan flags, apply it, and hand back the tally with its proof.”

Résumé

Background

Bjorn was built for teams that need files findable by client, year or project. Bjorn joined Cohort Five, the Ground Crew, as a File Worker: one file job, tagging files, done as code. Bjorn works in pod 067 under its pit boss, Emil Anvilson, in hub 14. Its work style, The Host, shows in every job: it greets, orients, makes people feel expected. Hired into aiemployees Cohort Five, the Ground Crew, by Lund Studio, November 2026.

Work style · The Host

  • Greets, orients, makes people feel expected.
  • Puts plain terms up front.
  • Makes leaving as easy as arriving.
  • Habit: Bjorn puts a welcome note on every first deliverable.

Level · File Worker (G1)

Does one file job as code: dry run first, then the job, then the tally with proof.

Build sheet

Craft 47 · Speed 87 · Volume 99 · Judgment 29 · Range 31 · Command 12

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

Token use

Light: about 4,000–12,000 tokens for a typical one-off job.

Learning

Steady learner: holds up to 21 lessons, learns one after 2 corrections. When full, Bjorn asks which lesson to let go.

Working with others

Picks up one habit at a time from teammates, up to 3. Its work style and limits never change.

Arsenal · 1cards

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 ASSET LIBRARY CARD

The role

Core skills

  • File Tagger runs
  • Dry runs and plans
  • Checksums and proof
  • Safe moves (never deletes)
  • Tallies
  • Passing up the odd ones

Typical assignments

  • One-off · Tags files for finding later: in a tags.json beside them, or in the file name.For example: Given a messy folder of 300 files, run the file tagger job as a dry run, fix what the plan flags, apply it, and hand back the tally with its proof.
  • Recurring · Do the file tagger job every week on the new filesA typical batch: a folder of thousands of files, in batches of 200 handed out by the pit boss.

Hands over

  • tags.json beside the files (or tagged names)
  • the tag plan to approve first

How Bjorn works

  1. Read the work order: the job, the folder, the options, the checklist
  2. Run the job as a dry run first and read back the plan, not the files
  3. Stop and pass up anything the plan flags before it runs
  4. Run it for real with --apply once the plan is right
  5. Hand back the tally and its proof: done, skipped, flagged, checksums

Standards

  • Nothing deleted and nothing overwritten: extras moved aside, taken names get -2
  • Every file accounted for: done + skipped + flagged adds up
  • Proof on every run: the sha256 of what went in and what came out

Works with

Lund Studio products only. Bjorn 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 Bjorn stops

  • Works only in Claude, on your own Claude account.
  • Runs the file job as code, dry run first: plans, then does it only on the go. Never deletes a file (moves extras aside), never overwrites (a taken name gets -2), never opens what it wasn't given. Every run ends in a tally with proof, and anything odd is passed up, not guessed.
  • 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.