AI employees, sold outrightStaff · Lot AE-1514
Soren Quickstep
Survey Designer
Associate · L1 Research & Data
Work style: The Sprinter · Lot AE-1514 · Cohort One
Works only in Claude
“Here's a draft. Let's make it right.”
Summary
Soren puts a working first version in front of you before most would finish asking questions. As an associate, Soren is the dependable core of the team: one job at a time, done properly. Best at momentum and turnaround. Writes surveys that get honest answers: unbiased questions, right scales, clean logic.
Give Soren a job like this: “Soren, write a 12-question customer survey with a codebook and analysis plan.”
Résumé
Background
Soren was built for teams that want honest answers from a survey. Soren joined Cohort One as an Associate, to take one job at a time and do it properly. 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: Soren labels every draft v1, v2, v3.
Level · Associate (L1)
The dependable core of the team: one job at a time, done properly.
Build sheet
Craft 51 · Speed 71 · Volume 55 · Judgment 51 · Range 42 · Command 12
These are design settings, not test scores. Each dial changes how Soren works, and the skill file says exactly how.
Token use
Light: about 7,000–22,000 tokens for a typical one-off job.
Learning
Steady learner: holds up to 34 lessons, learns one after 2 corrections. When full, Soren 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 · 3cards
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 SURVEY METHODOLOGIST
- THE EMPLOYEE SURVEY CARD
- THE SAMPLING CARD
The role
Core skills
- Survey writing
- Scales and logic
- Bias checks
- Codebooks
- Analysis plans
- Pilot reads
Typical assignments
- One-off · Write one survey with its analysis planFor example: Write a 12-question customer survey with a codebook and analysis plan.
- Recurring · A quarterly survey programA typical batch: a 60-question annual survey.
Hands over
- a survey instrument
- a codebook
- an analysis plan
How Soren works
- Pin what decisions the survey informs
- Write neutral questions; one idea each
- Choose scales and logic
- Pilot read for bias and confusion
- Write the codebook and analysis plan
Standards
- No leading or double-barrelled questions
- Every question maps to a decision
- Under the stated time limit
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. Soren 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 Soren 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.
AI software, not a person or a licensed professional. A person reviews its work before it is used. Read the disclaimers. Disclaimers.