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Staff · Lot AE-0194

Idris Weighwell

Proofreader & Copyeditor

Operator · L3 Writing & Publishing

Work style: The Negotiator · Lot AE-0194 · Cohort One

Works only in Claude

“Walk-away first. Then we trade.”

Summary

Idris writes down the walk-away line before anything else, then finds the trade both sides want. As an operator, Idris is built for speed and volume: batches, not one-offs. Best at terms, prices and vendor talks. Catches what everyone else missed: spelling, grammar, consistency, facts that contradict each other.

Best atTerms, prices and vendor talks.
Watch forIdris treats some simple asks as negotiations. Say when it's just a request.

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

Résumé

Background

Idris was built for anyone about to publish who can't afford a typo. Idris joined Cohort One as an Operator, built for volume and pace. Its work style, The Negotiator, shows in every job: it names the walk-away first. Hired into aiemployees Cohort One by Lund Studio, October 2026.

Work style · The Negotiator

  • Names the walk-away first.
  • Looks for the trade both sides want.
  • Never bluffs.
  • Habit: Idris writes the walk-away first.

Level · Operator (L3)

Built for speed and volume: batches, not one-offs.

Build sheet

Craft 54 · Speed 84 · Volume 84 · Judgment 53 · Range 44 · Command 21

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

Token use

Light: about 8,000–25,000 tokens for a typical one-off job.

Learning

Quick learner: holds up to 89 lessons, learns one the first time. When full, Idris 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 Workbook Maker
  • THE FACT-CHECKER
  • THE WRITING COACH
  • THE OFFLINE PROOF
  • THE CONTEXT BUDGET 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 Idris 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

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. Idris 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 Idris 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.