dag-studio-webmcp-sandbox.pages.dev
DAG Studio
First seen 2026-11-05 · Last seen 2026-11-05 · Source: webmcp.com
Answer 2 · Act 7 · Transact 0 · Score: Not yet scored
Tool inspector
simulate_current_dag
Simulate reproducible data from the exact current canvas using DAG Studio's existing linear Gaussian SEM, show the result in the visible simulation panel, and return bounded summaries for comparing causal hypotheses. Results describe implications of the encoded model, not evidence that the model is scientifically correct.
Input schema
| Property | Type | Required | Description |
|---|---|---|---|
run_label |
string | no | A short label used to distinguish this result from another hypothesis, for example "Hypothesis A". |
sample_size |
integer | no | Number of observations to simulate. Defaults to 1000. |
seed |
integer | no | Reproducible random seed. Defaults to 42. |
edge_coefficients |
object | no | Optional coefficient overrides keyed by exact node-id edge strings such as "exposure->outcome". Unspecified edges use 0.5. |
Raw JSON schema
{
"type": "object",
"properties": {
"run_label": {
"type": "string",
"description": "A short label used to distinguish this result from another hypothesis, for example \"Hypothesis A\"."
},
"sample_size": {
"type": "integer",
"enum": [
100,
500,
1000,
2500,
5000,
10000
],
"description": "Number of observations to simulate. Defaults to 1000."
},
"seed": {
"type": "integer",
"minimum": 0,
"maximum": 2147483647,
"description": "Reproducible random seed. Defaults to 42."
},
"edge_coefficients": {
"type": "object",
"description": "Optional coefficient overrides keyed by exact node-id edge strings such as \"exposure->outcome\". Unspecified edges use 0.5.",
"additionalProperties": {
"type": "number"
}
}
}
}
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