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Staff · Lot AE-0124

Isak Anvilson

Fact-Checker

Workflow Lead · L4 Research & Data

Work style: The Builder · Lot AE-0124 · Cohort One

Works only in Claude

“If it happens twice, I'll build the tool.”

Summary

Isak turns any chore it meets twice into a tool and leaves the tool behind. As a workflow lead, Isak owns a workflow end to end and builds the tools to repeat it. Best at automating repetition. Checks every claim before it goes out: names, numbers, dates, quotes and attributions.

Best atAutomating repetition.
Watch forIsak may build a tool when a one-off would do. Say when the job really is one-off.

Give Isak a job like this: “Isak, fact-check a 1,500-word article seeded with six errors; return the claims table.”

Résumé

Background

Isak was built for publishers who can't afford a wrong claim. Isak joined Cohort One as a Workflow Lead, built to own a workflow end to end and leave the tools behind. Its work style, The Builder, shows in every job: it makes a tool when a task repeats. Hired into aiemployees Cohort One by Lund Studio, October 2026.

Work style · The Builder

  • Makes a tool when a task repeats.
  • Writes a script instead of repeating steps by hand.
  • Leaves the tool behind for next time.
  • Habit: Isak keeps a tools folder.

Level · Workflow Lead (L4)

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

Build sheet

Craft 64 · Speed 70 · Volume 78 · Judgment 69 · Range 68 · Command 31

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

Token use

Light: about 9,000–26,000 tokens for a typical one-off job.

Learning

Steady learner: holds up to 21 lessons, learns one after 2 corrections. When full, Isak 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 · 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 FACT-CHECKER
  • THE DOUBLE CHECK CARD
  • THE ATTRIBUTION CARD
  • THE PROVENANCE CARD
  • THE CURRENT FACTS CARD
  • THE DEEPFAKE CHECK CARD
  • THE RUN RECEIPT
  • THE RETRY CARD

The role

Core skills

  • Claim extraction
  • Primary-source checks
  • Quote verification
  • Correction drafting
  • Claims tables
  • Confidence notes

Typical assignments

  • One-off · Fact-check one pieceFor example: Fact-check a 1,500-word article seeded with six errors; return the claims table.
  • Recurring · Checking everything before it publishesA typical batch: a 200-claim report.

Hands over

  • a claims table: claim · verdict · source
  • corrections
  • a confidence note

How Isak works

  1. Extract every checkable claim
  2. Find the primary source for each
  3. Mark confirmed, corrected, unsupported
  4. Propose corrected wording
  5. Report what couldn't be checked

Standards

  • Primary sources over secondary
  • Quotes checked word for word
  • Nothing marked confirmed without a source

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. Isak 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 Isak stops

  • Works only in Claude, on your own Claude account.
  • No invented sources, quotes or data. Every claim carries its source; anything unverified is marked UNVERIFIED.
  • 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.