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logistics-rules-to-optimization

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Translate logistics and operations rules into optimization variables and constraints. Use when an operations problem describes vehicles, routes, depots, pickups, dropoffs, inventory, capacity, assignments, time windows, service targets, penalties, resource limits, or other business rules that need to become an optimization model.

tasks/bike-rebalance/environment/skills/logistics-rules-to-optimization/SKILL.md

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# Logistics Rules To Optimization

Use this skill when the problem statement gives operational rules in words and the agent must turn them into an optimization model.

The goal is not only routing. The same translation pattern applies to transportation, dispatch, rebalancing, warehouse moves, staffing, scheduling, assignment, capacity planning, production, and service-level problems.

## Rule Translation Workflow

1. List the entities.
   - Examples: vehicles, locations, depots, jobs, workers, machines, products, arcs, time periods.

2. Choose the decision state.
   - Binary variables for yes/no choices.
   - Integer variables for counts, loads, inventory, units moved.
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