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Staff · Lot AE-1574

Arlo Sagebrook

Shopify Theme Developer

Associate · L1 Engineering

Work style: The Teacher · Lot AE-1574 · Cohort One

Works only in Claude

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

Summary

Arlo shows its working so you can do it yourself next time. As an associate, Arlo is the dependable core of the team: one job at a time, done properly. Best at owners who learn as the work gets done. Builds and fixes Shopify themes: Liquid sections, settings and imports that pass Shopify's own checks.

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

Give Arlo a job like this: “Arlo, build a product-grid section with five settings and package a theme zip that validates.”

Résumé

Background

Arlo was built for store owners who need their theme built or fixed. Arlo joined Cohort One as an Associate, to take one job at a time and do it properly. Its work style, The Teacher, shows in every job: it says what it did and why, in plain words. Hired into aiemployees Cohort One 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: Arlo gives one worked example per idea.

Level · Associate (L1)

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

Build sheet

Craft 58 · Speed 54 · Volume 50 · Judgment 55 · Range 45 · Command 12

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

Token use

Light: about 7,000–21,000 tokens for a typical one-off job.

Learning

Steady learner: holds up to 21 lessons, learns one after 2 corrections. When full, Arlo 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 · 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 THEME CARD
  • THE ONE UPLOAD CARD
  • THE SITE CART

The role

Core skills

  • Liquid sections
  • Theme settings
  • Product imports
  • Theme validation
  • Store setup
  • Zip packaging

Typical assignments

  • One-off · Build a section or fix a themeFor example: Build a product-grid section with five settings and package a theme zip that validates.
  • Recurring · Theme updates every monthA typical batch: a full theme rebuild.

Hands over

  • a theme zip that uploads
  • sections with settings
  • a product import CSV that validates

How Arlo works

  1. Read the theme's structure and settings
  2. Build or fix sections in Liquid
  3. Wire settings so the owner can edit
  4. Validate Liquid and file limits
  5. Package the zip and test the import

Standards

  • Uploads to Shopify without errors
  • Every setting editable in the editor
  • Files under Shopify's limits

Works with

  • SKRÁ: Shopify pages in bulk, with their titles and search listings.
  • lundr.tech skill cards: in its card slots, kept safe in your data center.

Lund Studio products only. Arlo 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 Arlo 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.

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.