Council AI · Schema
Council Ai App Council Query Input
CompanyArtificial IntelligenceLLMMulti-ModelMCPRAGCode ReviewConsensus
Properties
| Name | Type | Description |
|---|---|---|
| prompt | string | The question or task to send to the council. Include all needed context — every query is stateless. Example: "Is optimistic locking or a distributed lock the better fit for this checkout flow? [paste |
| models | array | Model IDs to include (2-10). Defaults to a cross-lab flagship council. Use council_models to list available IDs. Example: ["claude-fable-5.1", "gpt-6.1-sol", "gemini-3.8-flash"] |
| synthesize | boolean | When true (default), include the moderator synthesis + consensus score. Set false to get only the raw per-model responses (faster, cheaper). |
| synthesisDirective | string | Optional instructions for the moderator that synthesizes the council's answers. The council models never see this — it only shapes the synthesis. Use for special modes, e.g. devil's advocate: "Argue a |
| mode | string | Cross-model visibility. 'independent' (default): all models answer in parallel, blind to each other — best for unbiased comparison; the synthesis reconciles them. 'sequential': models answer one at a |
| async | boolean | When true, return {queryId, status:"running"} immediately instead of waiting for the council. Fetch the finished result with council_result. Use whenever your MCP client enforces a fixed tool-call tim |
JSON Schema
{
"type": "object",
"properties": {
"prompt": {
"type": "string",
"minLength": 1,
"maxLength": 20000,
"description": "The question or task to send to the council. Include all needed context \u2014 every query is stateless. Example: \"Is optimistic locking or a distributed lock the better fit for this checkout flow? [paste flow description]\""
},
"models": {
"type": "array",
"items": {
"type": "string"
},
"minItems": 2,
"maxItems": 10,
"description": "Model IDs to include (2-10). Defaults to a cross-lab flagship council. Use council_models to list available IDs. Example: [\"claude-fable-5.1\", \"gpt-6.1-sol\", \"gemini-3.8-flash\"]"
},
"synthesize": {
"type": "boolean",
"default": true,
"description": "When true (default), include the moderator synthesis + consensus score. Set false to get only the raw per-model responses (faster, cheaper)."
},
"synthesisDirective": {
"type": "string",
"minLength": 1,
"maxLength": 8000,
"description": "Optional instructions for the moderator that synthesizes the council's answers. The council models never see this \u2014 it only shapes the synthesis. Use for special modes, e.g. devil's advocate: \"Argue against the majority position \u2014 find the strongest case that the consensus is wrong and surface every dissenting point.\" Or output contracts: \"Answer VERDICT: SAFE/UNSAFE first, then justification.\" Omit for the standard balanced synthesis."
},
"mode": {
"type": "string",
"enum": [
"independent",
"sequential"
],
"default": "independent",
"description": "Cross-model visibility. 'independent' (default): all models answer in parallel, blind to each other \u2014 best for unbiased comparison; the synthesis reconciles them. 'sequential': models answer one at a time and each later model sees the earlier answers, debate-style \u2014 takes the SUM of per-model latencies instead of the max, so strongly consider async=true with it."
},
"async": {
"type": "boolean",
"default": false,
"description": "When true, return {queryId, status:\"running\"} immediately instead of waiting for the council. Fetch the finished result with council_result. Use whenever your MCP client enforces a fixed tool-call timeout (a full council typically runs 1-3 minutes) or when querying 4+ models."
}
},
"required": [
"prompt"
],
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}
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