The Work Bench · Laborers and Freight, Stock, and Material Movers, Hand

Read work orders or take instructions

The task, from O*NET: Read work orders or receive oral instructions to determine work assignments or material or equipment needs.

Typical length 7 minutes. Time split: documents 50%, in person 50%. About 139,024,274 hours a year of desk work across the US go to this task.

Passes, one attempt by Claude Fable 5.1. The rubric was written 2026-10-01 03:34 UTC, before the attempt (2026-10-01 03:43 UTC); the grade came last (2026-10-01 03:46 UTC).

One attempt at one task on one date, with constructed material: it is not a statement that the job, or this task in a given workplace, can be done by AI. The rubric, the attempt and the grade were made by the same model in one session, in that order; a person's check of a sample of grades will be published beside them.

The brief

You are a warehouse laborer at Pier 9 Logistics Center starting the 06:00 shift. The lead hands you printed work order WO-4471 and gives you two spoken instructions on the way to the dock. In the next few minutes, write your pick-up list: what the job is, the materials and quantities, the equipment you will check out, the order you will do things in, and anything you need to ask the lead before you start.

The material

Constructed for this example; the names, figures and documents are invented.

WORK ORDER WO-4471 (printed)
Job: move 36 pallets of bagged cement from Bay C, rows 1 to 3, to outbound dock 6 for a 09:30 pickup. Stage in 3 rows of 12 with pallet labels facing out. Shrink-wrap any pallet with torn wrap. Each cement pallet 1,800 lb.
Also: bring 8 pallets of rebar bundles from Bay F to dock 6 for the same truck. Rebar pallets 2,600 lb, 20 ft long: use the forklift with extended forks or the side-loader. Fit corner boards before wrapping.
Dock 6 is shared with inbound until 07:30.
Sign the staging sheet at the dock office when done.
Materials: shrink wrap, 2 rolls; pallet labels, 44 (in the dock office); corner boards for the rebar, 32.

SPOKEN INSTRUCTIONS FROM THE LEAD
"The 09:30 truck is actually coming at 08:45 now, dispatch called. And use forklift 12 for the cement; 14 is down with a hydraulic leak. For the rebar take the side-loader, it's charged."

The rubric, written before the attempt

1. The job is stated correctly. Evidence: 36 cement pallets from Bay C rows 1 to 3 and 8 rebar pallets from Bay F to dock 6; cement staged in 3 rows of 12 with labels out; torn wrap replaced; corner boards on the rebar before wrapping; the staging sheet signed at the dock office.
2. Materials and quantities are right. Evidence: 2 rolls of shrink wrap; 44 pallet labels (36 plus 8) from the dock office; 32 corner boards (4 per rebar pallet).
3. Equipment follows the spoken instructions. Evidence: Forklift 12 for the cement, not 14 (down with a hydraulic leak); the side-loader for the 20 ft, 2,600 lb rebar pallets.
4. The sequence respects the constraints and names the time pressure. Evidence: Dock 6 is shared with inbound until 07:30; the truck is now due at 08:45 per the lead, so about 75 minutes of dock time for 44 pallets; a sensible order of work.
5. Questions for the lead before starting are listed. Evidence: Confirm 08:45 against the printed 09:30 and get the order updated; whether staging may begin before 07:30 or in a holding area; any other unclear point.
6. Short, usable, and nothing invented. Evidence: A list the worker can carry, under about 250 words, every item traceable to the order or the lead's words.

The attempt, one pass, unedited

Claude Fable 5.1, written 2026-10-01 03:43 UTC from the brief and the material only.

PICK-UP LIST, WO-4471, 06:00 shift

Job: 36 pallets of bagged cement, Bay C rows 1-3, to outbound dock 6. Stage 3 rows of 12, labels facing out. Re-wrap any pallet with torn wrap. Plus 8 pallets of rebar bundles, Bay F, to dock 6, same truck; corner boards on before wrapping. Sign the staging sheet at the dock office when done.

Truck: the lead says 08:45 now, not the 09:30 on the order.

Materials to pick up
- Shrink wrap, 2 rolls
- Pallet labels, 44 (36 cement + 8 rebar), from the dock office
- Corner boards, 32 (4 per rebar pallet)

Equipment to check out
- Forklift 12 for the cement (not 14: down with a hydraulic leak)
- Side-loader for the rebar (20 ft, 2,600 lb pallets); the lead says it is charged

Order of work
1. 06:00: get the labels, wrap and corner boards; check out forklift 12 and the side-loader; walk Bay C rows 1-3 and Bay F to count and spot torn wrap.
2. Before 07:30 (dock 6 shared with inbound until then): re-wrap the torn cement pallets in Bay C; fit corner boards and wrap on the rebar in Bay F; labels on.
3. From 07:30: move the 8 rebar pallets first with the side-loader (long loads, placed at the back of dock 6 out of the way), then the 36 cement pallets with forklift 12 into 3 rows of 12, labels out.
4. Count 44 and sign the staging sheet at the dock office before 08:45.

Ask the lead before starting
- Confirm 08:45 and get the order updated from 09:30; 07:30 to 08:45 is 75 minutes for 44 pallets.
- Can I stage in a holding area, or start on dock 6 before 07:30 if inbound is clear?
- Is forklift 12 rated for the 1,800 lb cement pallets? Not on the order.
- Where should the rebar go on the dock so the three cement rows fit: back wall or side?

The grade

Graded 2026-10-01 03:46 UTC against the rubric above, by the same model.

Overall: passes. A worker's list, not an essay. It uses the shared-dock hour for preparation, which is the practical move, and asks the forklift-capacity question the order does not answer. Slightly over the word guide, which the rubric treats as approximate.

How the examples are made and graded: the method. Every task of this job, with its length and when it comes within reach: Laborers and Freight, Stock, and Material Movers, Hand.