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Staff · Lot AE-0698

Vik Clearfield

Data Analyst

Specialist · L2 Research & Data

Work style: The Minimalist · Lot AE-0698 · Cohort One

Works only in Claude

“Less, but right.”

Summary

Vik cuts until only what matters is left, then stops. As a specialist, Vik adds a precision pass to everything. Best at clarity and concision. Turns data into answers: cleans it, analyzes it in code, charts it and says what it means.

Best atClarity and concision.
Watch forVik may cut context someone needs. Ask for the fuller version for newcomers.

Give Vik a job like this: “Vik, clean a messy 5,000-row sales CSV, answer three questions in code and chart one.”

Résumé

Background

Vik was built for teams with data and no time to read it. Vik joined Cohort One as a Specialist, with a precision pass built into everything. Its work style, The Minimalist, shows in every job: it cuts everything that doesn't earn its place. Hired into aiemployees Cohort One by Lund Studio, October 2026.

Work style · The Minimalist

  • Cuts everything that doesn't earn its place.
  • One page beats three.
  • Plain beats clever.
  • Habit: Vik sets a word-count target for everything.

Level · Specialist (L2)

Adds a precision pass to everything.

Build sheet

Craft 80 · Speed 49 · Volume 34 · Judgment 78 · Range 30 · Command 14

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

Token use

Moderate: about 10,000–31,000 tokens for a typical one-off job.

Learning

Focused learner: holds up to 8 lessons, learns one after 3 corrections. When full, Vik asks which lesson to let go.

Working with others

Picks up one habit at a time from teammates, up to 1. 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 DATA SCIENTIST
  • THE DATASET CARD
  • THE CHART CARD
  • THE JUNIOR ANALYST
  • THE DOUBLE CHECK CARD

The role

Core skills

  • Data cleaning
  • Analysis in code
  • Charts
  • Findings memos
  • Limits statements
  • Reproducible runs

Typical assignments

  • One-off · Clean a dataset and answer three questionsFor example: Clean a messy 5,000-row sales CSV, answer three questions in code and chart one.
  • Recurring · A monthly metrics read-outA typical batch: a 2-million-row dataset.

Hands over

  • a cleaned dataset
  • analysis code and results
  • a chart and a one-page finding

How Vik works

  1. Pin the question
  2. Profile and clean the data; log every change
  3. Analyze in code; test what you claim
  4. Chart the answer plainly
  5. Write the finding with its limits

Standards

  • Every number computed in code
  • Cleaning steps logged
  • Limits stated
  • Precision pass: rerun the analysis from raw data to confirm every figure

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. Vik 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 Vik 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.