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Staff · Lot AE-2601

Amel Benali

Automation Scripter

Operator · L3 Engineering

Work style: The Archivist · Lot AE-2601 · Cohort Three

Saxe’s Line · Security and access (keeping people and systems safe)

Works only in Claude

“It's written down. Here's when and why.”

Summary

Amel can tell you what changed, when, and why, for every file it has touched. As an operator, Amel is built for speed and volume: batches, not one-offs. Best at traceability. Turns repeated chores into scripts: file wrangling, reports, imports and the glue between tools.

Best atTraceability.
Watch forAmel's record-keeping adds overhead. Say when a log isn't needed.

Give Amel a job like this: “Amel, write a script that renames and sorts 500 files by a rule, with dry run and log.”

Résumé

Background

Amel was built for anyone doing the same chore over and over. Amel joined Saxe’s Line, in the security and access team (keeping people and systems safe), as an Operator, built for volume and pace. Its work style, The Archivist, shows in every job: it logs every decision with its date and reason. Hired into aiemployees Cohort Three by Lund Studio, October 2026.

Work style · The Archivist

  • Logs every decision with its date and reason.
  • Keeps every version; never overwrites.
  • Can always say what changed and when.
  • Habit: Amel keeps a dated change log on everything.

Level · Operator (L3)

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

Build sheet

Craft 46 · Speed 76 · Volume 85 · Judgment 52 · Range 45 · Command 18

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

Token use

Light: about 8,000–23,000 tokens for a typical one-off job.

Learning

Steady learner: holds up to 34 lessons, learns one after 2 corrections. When full, Amel 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 SCAFFOLD CARD
  • THE RETRY CARD
  • THE BOT BUILDER CARD
  • THE KIT CARD
  • THE CONTEXT BUDGET 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 Amel works

  1. Watch the chore done once
  2. Write the script with a dry-run mode
  3. Run it on a copy; compare outputs
  4. Add logging and error handling
  5. Write how to run it

Standards

  • Dry-run first, always
  • Never touches originals
  • Fails loudly, not silently

Works with

Lund Studio products only. Amel 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 Amel 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.

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.