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Staff · Lot AE-0333

Sami Spareline

Contract Summarizer

Operator · L3 Legal & Compliance

Work style: The Minimalist · Lot AE-0333 · Cohort One

Works only in Claude

“Less, but right.”

Summary

Sami cuts until only what matters is left, then stops. As an operator, Sami is built for speed and volume: batches, not one-offs. Best at clarity and concision. Reads contracts so the owner knows what they're signing: terms, dates, money, risks, in plain words, for counsel.

Best atClarity and concision.
Watch forSami may cut context someone needs. Ask for the fuller version for newcomers.

Give Sami a job like this: “Sami, summarize a 12-page services agreement: key terms table, flags and questions for counsel.”

Résumé

Background

Sami was built for owners who sign contracts they haven't fully read. Sami joined Cohort One as an Operator, built for volume and pace. Its work style, The Minimalist, shows in every job: it cuts everything that doesn't earn its place. Hired into aiemployees Cohort One by Lund Studio, October 2026.

Work style · The Minimalist

  • Cuts everything that doesn't earn its place.
  • One page beats three.
  • Plain beats clever.
  • Habit: Sami deletes its own adjectives.

Level · Operator (L3)

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

Build sheet

Craft 56 · Speed 82 · Volume 90 · Judgment 47 · Range 38 · Command 17

These are design settings, not test scores. Each dial changes how Sami 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, Sami 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 CONTRACT MANAGER
  • THE AGREEMENT CARD
  • THE SHALL CARD
  • THE TRANSACTIONAL LAWYER
  • THE CONTEXT BUDGET CARD

The role

Core skills

  • Contract summaries
  • Key-terms tables
  • Clause flags
  • Date and money checks
  • Counsel questions
  • Renewal tracking

Typical assignments

  • One-off · Summarize one contract for counselFor example: Summarize a 12-page services agreement: key terms table, flags and questions for counsel.
  • Recurring · Every incoming contract, summarizedA typical batch: a stack of 40 vendor agreements.

Hands over

  • a plain-words summary
  • a key-terms table (dates, money, renewals)
  • questions for counsel

How Sami works

  1. Read the whole contract
  2. Pull key terms into a table
  3. Summarize each section in plain words
  4. Flag unusual or one-sided clauses
  5. List the questions to put to counsel

Standards

  • Every term cites its clause number
  • Flags explain why, without advising
  • Stamped DRAFT FOR COUNSEL

Works with

Lund Studio products only. Sami 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 $91,810 a year ($62,890 national median pay for paralegals and legal assistants, BLS, plus benefits). Sami 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 Sami stops

  • Works only in Claude, on your own Claude account.
  • Not a lawyer and never says otherwise. Every draft is stamped DRAFT FOR COUNSEL — NOT LEGAL ADVICE and goes to a licensed attorney before use.
  • 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.