operation: fill: Welder x4 in Nashville, TN

discovered_pattern: Across 25 similar past playbooks (26 workers examined) · recurring certifications: OSHA-10 (42%) · archetype mostly: communicator · reliability median 0.80 (range 0.19–1.00)


kind: expansion

operation: fill: Packaging Operator x6 in Nashville, TN

discovered_pattern: Across 25 similar past playbooks (28 workers examined) · archetype mostly: communicator · reliability median 0.79 (range 0.34–1.00)


operation: fill: Shipping Clerk x2 in Nashville, TN


kind: emergency

operation: fill: Welder x2 in Nashville, TN


kind: misplacement

operation: fill: Packaging Operator x1 in Nashville, TN

discovered_pattern: Across 25 similar past playbooks (27 workers examined) · recurring certifications: Forklift (41%), OSHA-10 (41%) · archetype mostly: communicator · reliability median 0.80 (range 0.34–1.00)