operation: fill: Warehouse Associate x2 in Kansas City, MO

discovered_pattern: Across 25 similar past playbooks (30 workers examined) · recurring certifications: OSHA-10 (53%) · archetype mostly: communicator · reliability median 0.80 (range 0.59–1.00)


kind: recurring

operation: fill: Loader x1 in Kansas City, MO

discovered_pattern: Across 25 similar past playbooks (28 workers examined) · recurring certifications: OSHA-10 (54%) · recurring skills: overhead crane (43%) · archetype mostly: communicator · reliability median 0.80 (range 0.19–1.00)


kind: misplacement

operation: fill: Assembler x1 in Kansas City, MO

discovered_pattern: Across 25 similar past playbooks (29 workers examined) · recurring certifications: OSHA-10 (52%) · recurring skills: overhead crane (45%) · archetype mostly: communicator · reliability median 0.79 (range 0.19–1.00)