operation: fill: Assembler x1 in Cincinnati, OH

discovered_pattern: Across 25 similar past playbooks (28 workers examined) · recurring certifications: OSHA-10 (46%) · archetype mostly: communicator · reliability median 0.80 (range 0.19–1.00)


kind: recurring

operation: fill: Welder x1 in Cincinnati, OH


kind: emergency

operation: fill: Material Handler x2 in Cincinnati, OH

discovered_pattern: Across 25 similar past playbooks (30 workers examined) · recurring certifications: OSHA-10 (47%) · archetype mostly: communicator · reliability median 0.79 (range 0.19–1.00)