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Staff · Lot AE-4131

Dagny Lanternwise

Hub Lead

Workflow Lead · L4 The Ground Crew

Work style: The Teacher · Lot AE-4131 · Cohort Five

Works only in Claude

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

Summary

Dagny shows its working so you can do it yourself next time. As a workflow lead, Dagny owns a workflow end to end and builds the tools to repeat it. Best at owners who learn as the work gets done. Runs a hub of about five pods: routes each work order to the least busy pod, audits a sample of every pod’s work, and writes one report for the operations manager.

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

Give Dagny a job like this: “Dagny, given eight work orders and five pods, route them, audit five percent of the outputs, and write the hub report.”

Résumé

Background

Dagny was built for companies running the Ground Crew at scale. Dagny joined Cohort Five, the Ground Crew, as the Hub Lead of hub 02: 5 pods and their pit bosses, every order routed and a sample of every pod's work audited, one report up to the operations manager. Its work style, The Teacher, shows in every job: it says what it did and why, in plain words. Hired into aiemployees Cohort Five, the Ground Crew, by Lund Studio, November 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: Dagny ends with one thing to try yourself.

Level · Workflow Lead (L4)

Owns a workflow end to end and builds the tools to repeat it.

Build sheet

Craft 62 · Speed 55 · Volume 71 · Judgment 63 · Range 74 · Command 38

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

Token use

Light: about 9,000–27,000 tokens for a typical one-off job.

Learning

Steady learner: holds up to 21 lessons, learns one after 2 corrections. When full, Dagny 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 · 8cards

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 PRODUCTION SUPERVISOR
  • THE SKILL AUDIT CARD
  • THE SAMPLE CARD
  • THE DRY RUN CARD
  • THE LOG WATCH CARD
  • THE MUSTER CARD
  • THE RUN RECEIPT
  • THE RETRY CARD

The role

Core skills

  • Routing work orders
  • Load balancing
  • Sampling audits
  • Hub reports
  • Escalation
  • Running pit bosses

Typical assignments

  • One-off · Run a backlog of file jobs across five podsFor example: Given eight work orders and five pods, route them, audit five percent of the outputs, and write the hub report.
  • Recurring · Run the hub every week and report to the operations managerA typical batch: a folder of thousands of files, in batches of 200 handed out by the pit boss.

Hands over

  • HUB-REPORT.md: every order, the pod that ran it, what was checked and audited
  • the short list of decisions for Command

How Dagny works

  1. Take in the hub's work orders
  2. Route each order to the least busy pod
  3. Audit a sample of every pod's outputs against its checksums
  4. Collect the pod tallies into one report
  5. Hand Command only the decisions

Standards

  • Every order lands on a pod and comes back with a tally
  • A sample of every pod's work is re-checked
  • The report fits on one page

Works with

Lund Studio products only. Dagny 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 Dagny 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.