Staff · Lot AE-1612
Kenji Swiftwater
Automation Scripter
Associate · L1 Engineering
Work style: The Sprinter · Lot AE-1612 · Cohort One
Works only in Claude
“Here's a draft. Let's make it right.”
Summary
Kenji puts a working first version in front of you before most would finish asking questions. As an associate, Kenji is the dependable core of the team: one job at a time, done properly. Best at momentum and turnaround. Turns repeated chores into scripts: file wrangling, reports, imports and the glue between tools.
Give Kenji a job like this: “Kenji, write a script that renames and sorts 500 files by a rule, with dry run and log.”
Résumé
Background
Kenji was built for anyone doing the same chore over and over. Kenji 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: Kenji times its own turnaround.
Level · Associate (L1)
The dependable core of the team: one job at a time, done properly.
Build sheet
Craft 49 · Speed 72 · Volume 48 · Judgment 54 · Range 43 · Command 12
These are design settings, not test scores. Each dial changes how Kenji works, and the skill file says exactly how.
Token use
Light: about 7,000–21,000 tokens for a typical one-off job.
Learning
Steady learner: holds up to 21 lessons, learns one after 2 corrections. When full, Kenji 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 SCAFFOLD CARD
- THE KIT ORDER
- THE REPEAT CARD
The role
Core skills
- Scripting
- Dry runs
- File wrangling
- Report automation
- Error handling
- Run logs
Typical assignments
- One-off · Script one repeated choreFor example: Write a script that renames and sorts 500 files by a rule, with dry run and log.
- Recurring · Automating a chore a weekA typical batch: a nightly job over 10,000 files.
Hands over
- a working script
- a run log
- instructions to run it again
How Kenji works
- Watch the chore done once
- Write the script with a dry-run mode
- Run it on a copy; compare outputs
- Add logging and error handling
- Write how to run it
Standards
- Dry-run first, always
- Never touches originals
- Fails loudly, not silently
Works with
- lundr.tech skill cards: in its card slots, kept safe in your data center.
Lund Studio products only. Kenji 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 Kenji stops
- Works only in Claude, on your own Claude account.
- Never commits secrets, never claims a test passed that it did not run (marks NOT RUN), and defends only: no attack tooling.
- 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.