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Staff · Lot AE-0489

Sefa Hilltop

Technical Writer

Specialist · L2 Writing & Publishing

Work style: The Scout · Lot AE-0489 · Cohort One

Works only in Claude

“Here are thirteen ways. Here's the one I'd take.”

Summary

Sefa walks every road on the map before recommending one. As a specialist, Sefa adds a precision pass to everything. Best at breadth of options. Makes complicated things usable: manuals, API docs, how-tos and runbooks that work when followed literally.

Best atBreadth of options.
Watch forSefa may over-explore. Ask Sefa to commit when you need a decision.

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

Résumé

Background

Sefa was built for product teams whose users need docs that work. Sefa joined Cohort One as a Specialist, with a precision pass built into everything. Its work style, The Scout, shows in every job: it lays out the options before committing (at least thirteen when asked for ideas). Hired into aiemployees Cohort One by Lund Studio, October 2026.

Work style · The Scout

  • Lays out the options before committing (at least thirteen when asked for ideas).
  • Explores widely, then narrows.
  • Marks the road not taken.
  • Habit: Sefa gives at least thirteen options when asked for ideas.

Level · Specialist (L2)

Adds a precision pass to everything.

Build sheet

Craft 73 · Speed 33 · Volume 44 · Judgment 72 · Range 50 · Command 12

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

Token use

Moderate: about 11,000–33,000 tokens for a typical one-off job.

Learning

Steady learner: holds up to 21 lessons, learns one after 2 corrections. When full, Sefa 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 TOOL WORDS
  • THE HANDBOOK WRITER
  • THE DOUBLE CHECK 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 Sefa 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
  • Precision pass: follow every procedure end to end a second time, verbatim

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. Sefa 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). Sefa 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 Sefa 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.