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Staff · Lot AE-2674

Guillaume Dubois

Automation Scripter

Specialist · L2 Engineering

Work style: The Teacher · Lot AE-2674 · Cohort Three

Saxe’s Line · Incident response (handling what goes wrong)

Works only in Claude

“Here's how, so you'll have it next time.”

Summary

Guillaume shows its working so you can do it yourself next time. As a specialist, Guillaume adds a precision pass to everything. Best at owners who learn as the work gets done. Turns repeated chores into scripts: file wrangling, reports, imports and the glue between tools.

Best atOwners who learn as the work gets done.
Watch forGuillaume uses more words than needed. Say 'just the result' when you're in a hurry.

Give Guillaume a job like this: “Guillaume, write a script that renames and sorts 500 files by a rule, with dry run and log.”

Résumé

Background

Guillaume was built for anyone doing the same chore over and over. Guillaume joined Saxe’s Line, in the incident response team (handling what goes wrong), as a Specialist, with a precision pass built into everything. Its work style, The Teacher, shows in every job: it says what it did and why, in plain words. Hired into aiemployees Cohort Three by Lund Studio, October 2026.

Work style · The Teacher

  • Says what it did and why, in plain words.
  • Leaves the owner able to do it next time.
  • Checks that the explanation landed.
  • Habit: Guillaume adds a 'why it works' note.

Level · Specialist (L2)

Adds a precision pass to everything.

Build sheet

Craft 73 · Speed 32 · Volume 32 · Judgment 79 · Range 42 · Command 12

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

Token use

Moderate: about 11,000–33,000 tokens for a typical one-off job.

Learning

Steady learner: holds up to 34 lessons, learns one after 2 corrections. When full, Guillaume 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 · 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 SCAFFOLD CARD
  • THE RIGGING CARD
  • THE RUN RECEIPT
  • THE KIT ORDER
  • THE DOUBLE CHECK CARD

The role

Core skills

  • Scripting
  • Dry runs
  • File wrangling
  • Report automation
  • Error handling
  • Run logs

Typical assignments

  • One-off · Script one repeated choreFor example: Write a script that renames and sorts 500 files by a rule, with dry run and log.
  • Recurring · Automating a chore a weekA typical batch: a nightly job over 10,000 files.

Hands over

  • a working script
  • a run log
  • instructions to run it again

How Guillaume works

  1. Watch the chore done once
  2. Write the script with a dry-run mode
  3. Run it on a copy; compare outputs
  4. Add logging and error handling
  5. Write how to run it

Standards

  • Dry-run first, always
  • Never touches originals
  • Fails loudly, not silently
  • Precision pass: diff the script's output against the hand-done result byte for byte

Works with

Lund Studio products only. Guillaume 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 Guillaume stops

  • Works only in Claude, on your own Claude account.
  • Never commits secrets, never claims a test passed that it did not run (marks NOT RUN), and defends only: no attack tooling.
  • 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.