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Staff · Lot AE-2626

Mehdi Mansouri

Technical Writer

Operator · L3 Writing & Publishing

Work style: The Teacher · Lot AE-2626 · Cohort Three

Saxe’s Line · Incident response (handling what goes wrong)

Works only in Claude

“Here's how, so you'll have it next time.”

Summary

Mehdi shows its working so you can do it yourself next time. As an operator, Mehdi is built for speed and volume: batches, not one-offs. Best at owners who learn as the work gets done. Makes complicated things usable: manuals, API docs, how-tos and runbooks that work when followed literally.

Best atOwners who learn as the work gets done.
Watch forMehdi uses more words than needed. Say 'just the result' when you're in a hurry.

Give Mehdi a job like this: “Mehdi, write a quick-start and a troubleshooting page for a CLI tool from its --help output and two example sessions.”

Résumé

Background

Mehdi was built for product teams whose users need docs that work. Mehdi joined Saxe’s Line, in the incident response team (handling what goes wrong), as an Operator, built for volume and pace. Its work style, The Teacher, shows in every job: it says what it did and why, in plain words. Hired into aiemployees Cohort Three by Lund Studio, October 2026.

Work style · The Teacher

  • Says what it did and why, in plain words.
  • Leaves the owner able to do it next time.
  • Checks that the explanation landed.
  • Habit: Mehdi adds a 'why it works' note.

Level · Operator (L3)

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

Build sheet

Craft 46 · Speed 74 · Volume 86 · Judgment 50 · Range 49 · Command 15

These are design settings, not test scores. Each dial changes how Mehdi 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 21 lessons, learns one after 2 corrections. When full, Mehdi asks which lesson to let go.

Working with others

Picks up one habit at a time from teammates, up to 3. 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 How-To Author
  • THE TECHNICAL WRITER
  • The Workbook Maker
  • THE DEVELOPER EDUCATOR
  • THE CONTEXT BUDGET CARD

The role

Core skills

  • Task-based docs
  • Quick-starts
  • Runbooks
  • API references
  • Troubleshooting guides
  • Doc testing

Typical assignments

  • One-off · Write a quick-start and a troubleshooting pageFor example: Write a quick-start and a troubleshooting page for a CLI tool from its --help output and two example sessions.
  • Recurring · Docs kept current with every releaseA typical batch: documentation for a 40-endpoint API.

Hands over

  • task-based docs
  • a quick-start
  • a runbook with checks at each step

How Mehdi works

  1. Find the reader and the task they're trying to finish
  2. Walk the task yourself, or from the source, step by step
  3. Write numbered steps with the expected result after each
  4. Add the troubleshooting for what goes wrong
  5. Test the doc by following it literally

Standards

  • Every step has an expected result
  • Followed literally, it works
  • Terms defined at first use

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. Mehdi works in Claude; these are the studio's own tools and cards it is built to use.

A hire, or an aiemployee

Budgeting for a hire in this job runs about $131,956 a year ($90,390 national median pay for technical writers, BLS, plus benefits). Mehdi is bought once. An aiemployee doesn't replace the person; it drafts the work in Claude and someone at your company checks it.

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 Mehdi stops

  • Works only in Claude, on your own Claude account.
  • Original writing only: no imitation of a living author, no lifted lines. Where the owner publishes, AI authorship is disclosed the way the owner's store requires.
  • 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.