laydyne.com
laydyne.com
live
Unverified (seed import)
Productivity & Business
64 tools
imperative implementation
Describe your space and workflow to AI. Build layouts, adapt process scenarios, and compare simulations through MCP or the built-in assistant.
First seen 2026-10-05 · Last seen 2026-10-05 · Source: webmcp.com
Answer 27 · Act 33 · Transact 4 · Score: Not yet scored
Tool inspector
run_simulation_study
act
imperative
Run 2–10 frozen options under the same demand, window and seeds, then evaluate objectives and hard constraints. Requires Pro. Saves the question, assumptions, inputs and observations in the project (up to 5 studies); leaves the live layout unchanged. Priorities follow objective order. Never supplies missing costs, predicts unsupported phenomena, or generates candidate layouts. Unsupported/missing model requirements are rejected; invalid or incomplete results yield no recommendation. Recommendations apply only to evaluated alternatives and tested seeds. Read get_simulation_catalog first; get_simulation_study exports complete evidence. Undo removes the saved study.
Page: /studio
Input schema
| Property | Type | Required | Description |
|---|---|---|---|
expectedRevision |
string | yes | Use revision from the most recent get_space or successful edit. |
study |
object | yes | — |
operationId |
string | no | Your own unique name for this change, such as a UUID; optional. Sending the same call again with the same operationId returns the earlier result (replayed: true) instead of applying it twice, and get_operation tells whether it applied. Use a new one for each new change. |
requestGroupId |
string | no | Attach this live edit to an open request group. Requires a fixed operationId and the current owned expectedRevision. Only the advertised five editing tools support groups. |
Raw JSON schema
{
"type": "object",
"properties": {
"expectedRevision": {
"type": "string",
"minLength": 1,
"maxLength": 80,
"description": "Use revision from the most recent get_space or successful edit."
},
"study": {
"type": "object",
"properties": {
"version": {
"default": 1,
"type": "number",
"const": 1
},
"engine": {
"default": "process",
"type": "string",
"const": "process"
},
"question": {
"type": "string",
"minLength": 1,
"maxLength": 600
},
"baselineId": {
"type": "string",
"minLength": 1,
"maxLength": 64
},
"candidateIds": {
"minItems": 1,
"maxItems": 9,
"type": "array",
"items": {
"type": "string",
"minLength": 1,
"maxLength": 64
}
},
"requirements": {
"default": [],
"maxItems": 15,
"type": "array",
"items": {
"type": "string",
"enum": [
"spatial_routes",
"mobile_resources",
"handling_times",
"return_trips",
"resource_queues",
"shifts_and_arrivals",
"buffers_and_batches",
"vertical_transport",
"collision_avoidance",
"vehicle_turning",
"payload_clearance",
"crop_growth",
"thermal_energy",
"sunlight",
"robot_manipulation"
]
}
},
"objectives": {
"minItems": 1,
"maxItems": 3,
"type": "array",
"items": {
"type": "object",
"properties": {
"key": {
"type": "string",
"minLength": 1,
"maxLength": 160
},
"direction": {
"type": "string",
"enum": [
"minimize",
"maximize"
]
}
},
"required": [
"key",
"direction"
],
"additionalProperties": false
}
},
"constraints": {
"default": [],
"maxItems": 12,
"type": "array",
"items": {
"type": "object",
"properties": {
"key": {
"type": "string",
"minLength": 1,
"maxLength": 160
},
"operator": {
"type": "string",
"enum": [
"atMost",
"atLeast"
]
},
"value": {
"type": "number"
},
"aggregation": {
"default": "everyRun",
"type": "string",
"enum": [
"everyRun",
"mean"
]
}
},
"required": [
"key",
"operator",
"value"
],
"additionalProperties": false
}
},
"reportMetrics": {
"maxItems": 20,
"type": "array",
"items": {
"type": "string",
"minLength": 1,
"maxLength": 160
}
},
"inputs": {
"default": [],
"maxItems": 12,
"type": "array",
"items": {
"type": "object",
"properties": {
"key": {
"type": "string",
"pattern": "^input\\.[a-zA-Z][a-zA-Z0-9_-]{0,50}$"
},
"label": {
"type": "string",
"minLength": 1,
"maxLength": 160
},
"unit": {
"type": "string",
"minLength": 1,
"maxLength": 40
},
"values": {
"minItems": 2,
"maxItems": 10,
"type": "array",
"items": {
"type": "object",
"properties": {
"optionId": {
"type": "string",
"minLength": 1,
"maxLength": 64
},
"value": {
"type": "number"
}
},
"required": [
"optionId",
"value"
],
"additionalProperties": false
}
},
"source": {
"type": "object",
"properties": {
"subject": {
"type": "string",
"minLength": 1,
"maxLength": 160
},
"kind": {
"type": "string",
"enum": [
"measured",
"reference",
"assumed"
]
},
"note": {
"type": "string",
"minLength": 1,
"maxLength": 1200
}
},
"required": [
"subject",
"kind",
"note"
],
"additionalProperties": false
}
},
"required": [
"key",
"label",
"unit",
"values",
"source"
],
"additionalProperties": false
}
},
"evidence": {
"minItems": 1,
"maxItems": 40,
"type": "array",
"items": {
"type": "object",
"properties": {
"subject": {
"type": "string",
"minLength": 1,
"maxLength": 160
},
"kind": {
"type": "string",
"enum": [
"measured",
"reference",
"assumed"
]
},
"note": {
"type": "string",
"minLength": 1,
"maxLength": 1200
}
},
"required": [
"subject",
"kind",
"note"
],
"additionalProperties": false
}
}
},
"required": [
"question",
"baselineId",
"candidateIds",
"objectives",
"evidence"
],
"additionalProperties": false
},
"operationId": {
"type": "string",
"pattern": "^[A-Za-z0-9][A-Za-z0-9._:-]{0,99}$",
"description": "Your own unique name for this change, such as a UUID; optional. Sending the same call again with the same operationId returns the earlier result (replayed: true) instead of applying it twice, and get_operation tells whether it applied. Use a new one for each new change."
},
"requestGroupId": {
"type": "string",
"minLength": 1,
"maxLength": 100,
"description": "Attach this live edit to an open request group. Requires a fixed operationId and the current owned expectedRevision. Only the advertised five editing tools support groups."
}
},
"required": [
"expectedRevision",
"study"
],
"additionalProperties": false
}
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