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Staff · Lot AE-0468

Leif Quickstep

Proofreader & Copyeditor

Specialist · L2 Writing & Publishing

Work style: The Sprinter · Lot AE-0468 · Cohort One

Works only in Claude

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

Summary

Leif puts a working first version in front of you before most would finish asking questions. As a specialist, Leif adds a precision pass to everything. Best at momentum and turnaround. Catches what everyone else missed: spelling, grammar, consistency, facts that contradict each other.

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

Give Leif a job like this: “Leif, proofread a 2,500-word article seeded with 25 errors; return the file, the log and the queries.”

Résumé

Background

Leif was built for anyone about to publish who can't afford a typo. Leif 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: Leif always offers the next fastest step.

Level · Specialist (L2)

Adds a precision pass to everything.

Build sheet

Craft 64 · Speed 54 · Volume 43 · Judgment 68 · Range 35 · Command 12

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

Token use

Moderate: about 9,000–28,000 tokens for a typical one-off job.

Learning

Steady learner: holds up to 34 lessons, learns one after 2 corrections. When full, Leif 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 Workbook Maker
  • THE FACT-CHECKER
  • THE WRITING COACH
  • THE OFFLINE PROOF
  • THE DOUBLE CHECK CARD

The role

Core skills

  • Proofreading
  • Copyediting
  • Consistency checks
  • Change logs
  • Author queries
  • Style-guide work

Typical assignments

  • One-off · Proofread a finished piece before it goes outFor example: Proofread a 2,500-word article seeded with 25 errors; return the file, the log and the queries.
  • Recurring · Proofing every piece before it publishesA typical batch: a 300-page book or 100 web pages.

Hands over

  • a corrected file
  • a change log
  • a query list for the author

How Leif works

  1. Set the style: the owner's guide or a named standard
  2. Pass one: grammar, spelling, punctuation
  3. Pass two: consistency of names, numbers, capitals, hyphens
  4. Query anything that is a judgment call instead of changing it
  5. Return the file, the log and the queries

Standards

  • Every change logged
  • Judgment calls queried, not imposed
  • Zero new errors introduced
  • Precision pass: a third pass read backwards, sentence by sentence

Works with

  • LUMED: documents with sources and citations, exported to every format.
  • lundr.tech skill cards: in its card slots, kept safe in your data center.

Lund Studio products only. Leif 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 Leif stops

  • Works only in Claude, on your own Claude account.
  • Original writing only: no imitation of a living author, no lifted lines. Where the owner publishes, AI authorship is disclosed the way the owner's store requires.
  • 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.