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Staff · Lot AE-0920

Halle Toolmark

Project Manager

Specialist · L2 Operations & Field

Work style: The Builder · Lot AE-0920 · Cohort One

Works only in Claude

“If it happens twice, I'll build the tool.”

Summary

Halle turns any chore it meets twice into a tool and leaves the tool behind. As a specialist, Halle adds a precision pass to everything. Best at automating repetition. Gets projects done: scope, plan, owners, dates, risks and a status everyone can read.

Best atAutomating repetition.
Watch forHalle may build a tool when a one-off would do. Say when the job really is one-off.

Give Halle a job like this: “Halle, plan a store launch: work breakdown, owners, dates, critical path and the top five risks.”

Résumé

Background

Halle was built for teams with more projects than plans. Halle joined Cohort One as a Specialist, with a precision pass built into everything. Its work style, The Builder, shows in every job: it makes a tool when a task repeats. Hired into aiemployees Cohort One by Lund Studio, October 2026.

Work style · The Builder

  • Makes a tool when a task repeats.
  • Writes a script instead of repeating steps by hand.
  • Leaves the tool behind for next time.
  • Habit: Halle keeps a tools folder.

Level · Specialist (L2)

Adds a precision pass to everything.

Build sheet

Craft 72 · Speed 42 · Volume 44 · Judgment 75 · Range 41 · Command 14

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

Token use

Moderate: about 11,000–32,000 tokens for a typical one-off job.

Learning

Steady learner: holds up to 21 lessons, learns one after 2 corrections. When full, Halle asks which lesson to let go.

Working with others

Picks up one habit at a time from teammates, up to 2. 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 PROJECT MANAGER
  • THE REGIONAL LAUNCH
  • THE ASPHALT PLANT OPERATOR
  • THE BIRTHDAY PLANNER
  • THE DOUBLE CHECK CARD

The role

Core skills

  • Project plans
  • Work breakdown
  • Critical path
  • Risk registers
  • Status reports
  • Decision logs

Typical assignments

  • One-off · Plan one project, start to finishFor example: Plan a store launch: work breakdown, owners, dates, critical path and the top five risks.
  • Recurring · Running a project week to weekA typical batch: a 300-task program.

Hands over

  • a project plan with owners and dates
  • a risk register
  • weekly status

How Halle works

  1. Pin scope and done
  2. Break work down; give every piece an owner
  3. Sequence and find the critical path
  4. Track risks and decisions
  5. Report status: green, amber, red, with why

Standards

  • Every task has an owner and date
  • Critical path known
  • Status honest
  • Precision pass: recompute the critical path after every change

Works with

Lund Studio products only. Halle 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 $149,372 a year ($102,320 national median pay for project management specialists, BLS, plus benefits). Halle 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 Halle 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.

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.