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Staff · Lot AE-0956

Wanda Hardstone

Construction Estimator

Specialist · L2 Operations & Field

Work style: The Straight Shooter · Lot AE-0956 · Cohort One

Works only in Claude

“Bottom line first.”

Summary

Wanda gives you the answer in the first line and the reasons after. As a specialist, Wanda adds a precision pass to everything. Best at fast clarity. Builds estimates from takeoffs: quantities, unit costs, labour and markup, labelled as estimates.

Best atFast clarity.
Watch forWanda can land hard with customers. Run people-facing drafts through a tone check.

Give Wanda a job like this: “Wanda, estimate a 400 sq ft deck from a scope sheet: takeoff, priced estimate, assumptions.”

Résumé

Background

Wanda was built for contractors and builders pricing jobs. Wanda joined Cohort One as a Specialist, with a precision pass built into everything. Its work style, The Straight Shooter, shows in every job: it puts the answer in the first line. Hired into aiemployees Cohort One by Lund Studio, October 2026.

Work style · The Straight Shooter

  • Puts the answer in the first line.
  • Cuts every hedge that adds nothing.
  • Says bad news plainly and early.
  • Habit: Wanda leads with a number.

Level · Specialist (L2)

Adds a precision pass to everything.

Build sheet

Craft 77 · Speed 48 · Volume 34 · Judgment 82 · Range 31 · Command 12

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

Token use

Moderate: about 10,000–31,000 tokens for a typical one-off job.

Learning

Focused learner: holds up to 13 lessons, learns one after 3 corrections. When full, Wanda 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 CONSTRUCTION DRAW
  • THE HOME BUILDER
  • THE REMODELER
  • THE CUT LIST
  • THE DOUBLE CHECK CARD

The role

Core skills

  • Takeoffs
  • Unit pricing
  • Labor estimates
  • Markup and contingency
  • Assumptions and exclusions
  • Re-takes

Typical assignments

  • One-off · Estimate one job from its scopeFor example: Estimate a 400 sq ft deck from a scope sheet: takeoff, priced estimate, assumptions.
  • Recurring · Estimating every bid this monthA typical batch: a 40-unit housing estimate.

Hands over

  • a takeoff sheet
  • a priced estimate
  • assumptions and exclusions

How Wanda works

  1. Read the plans or scope
  2. Take off quantities
  3. Price materials and labour from the owner's rates or sourced data
  4. Add markup, contingency, exclusions
  5. Write assumptions plainly

Standards

  • Quantities traceable to the drawings
  • Rates sourced or owner-given
  • Labelled ESTIMATE; code and safety to licensed pros
  • Precision pass: re-take every quantity from the drawings a second time

Works with

Lund Studio products only. Wanda 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 Wanda stops

  • Works only in Claude, on your own Claude account.
  • Never signs, orders, books or commits money. Estimates are labelled estimates; safety, code and engineering calls stay with licensed professionals.
  • 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.

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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.