com.kindoflost.staff-scheduling/shift-scheduler

name:com.kindoflost.staff-scheduling/shift-scheduler

Builds optimal 24/7 staff rosters with a real MILP solver: rest rules, skills, nights, fairness.

transport:: remote
credential class:: self-provisionable

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Tools

build_shift_roster
Solve a staff rostering problem to optimality with a MILP solver and return who works which shift each day, coverage, unfilled posts, hours per person and warnings. Solves take 5-60 s. Pass either `example` (to solve a built-in example as-is) or the roster input fields. If the result has status 'running', call get_shift_roster_result with its job_id. If it has status 'too_large', shorten the horizon or reduce people/shift types and retry. Roster input. Minimal example: {"days": ["2026-10-05", "2026-10-06"], "shifts": [{"shift": "Day", "start": "07:00", "end": "19:00"}, {"shift": "Night", "start": "19:00", "end": "07:00", "night": "yes"}], "demands": [{"name": "RN", "penalty": 500}], "people": [{"name": "Ana", "cost": 40, "max_hw": 48}, ...], "grids": {"RN": {"2026-10-05|Day": 2, "2026-10-05|Night": 1}}, "parameters": {"MinRestHours": 11}}. Call get_shift_example for complete, realistic inputs.
shallow
get_shift_example
Return the full input JSON of one example, in exactly the shape build_shift_roster accepts. Edit it (names, days, headcounts, rules) to match the user's situation.
shallow
get_shift_roster_result
Fetch the result of a build_shift_roster job that returned status 'running'. Waits up to wait_seconds; call again while status is 'running'. Jobs expire 15 minutes after they finish.
shallow
list_shift_examples
List the built-in example rostering problems (hospital ward, 3-shift plant, security post, fire station, 24/7 help desk). Use one as a starting point for the user's own roster.
shallow

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