2.1 Data Models
2.1.1 Seed Keyword Package
{
"seed_id": "string (UUID)",
"keyword": "string",
"timestamp": "ISO8601 datetime",
"user_id": "string",
"metadata": {
"source": "string",
"domain": "string",
"priority": "integer (1-10)",
"tags": ["string"]
}
}
2.1.2 Keymaker Initial Ingestion Result
{
"seed_id": "string (UUID)",
"job_id": "string (UUID)",
"initial_context": {
"keyword_embedding": "vector",
"related_concepts": [
{
"concept": "string",
"relevance_score": "float (0-1)"
}
],
"domain_classification": {
"cf_related": "boolean",
"mutation_specific": "boolean",
"confidence": "float (0-1)"
},
"initial_understanding": "string (text)"
},
"timestamp": "ISO8601 datetime",
"status": "COMPLETED | ERROR",
"confidence_score": "float (0-1)"
}
2.1.3 Roundtable Discussion Package
{
"job_id": "string (UUID)",
"seed_id": "string (UUID)",
"initial_context": "object (Keymaker Initial Ingestion Result)",
"discussion": {
"participants": [
{
"model_id": "string",
"model_version": "string",
"provider": "string"
}
],
"transcript": [
{
"turn_id": "integer",
"speaker_id": "string",
"timestamp": "ISO8601 datetime",
"content": "string",
"reasoning_type": "string",
"stance_score": "float (-1 to 1)"
}
],
"summary": "string"
},
"timestamp": "ISO8601 datetime",
"status": "COMPLETED | ERROR"
}
2.1.4 Vault Judgment Package
{
"job_id": "string (UUID)",
"seed_id": "string (UUID)",
"initial_context": "object (Keymaker Initial Ingestion Result)",
"roundtable_discussion": "object (Roundtable Discussion Package)",
"judgment": {
"adjudicators": [
{
"id": "string",
"type": "AI | HUMAN"
}
],
"status": "VALIDATED | CONTESTED | CONTRADICTED | ESCALATED",
"confidence": "float (0-1)",
"rationale": "string",
"recommendations": [
{
"type": "string",
"description": "string",
"priority": "integer (1-10)"
}
],
"annotations": [
{
"target": "string (path to annotated element)",
"type": "ETHICAL | LOGICAL | EVIDENTIARY",
"content": "string"
}
]
},
"timestamp": "ISO8601 datetime",
"status": "COMPLETED | ERROR"
}
2.1.5 Keymaker Retrained Context
{
"job_id": "string (UUID)",
"seed_id": "string (UUID)",
"enriched_context": {
"keyword_embedding": "vector",
"related_concepts": [
{
"concept": "string",
"relevance_score": "float (0-1)"
}
],
"domain_classification": {
"cf_related": "boolean",
"mutation_specific": "boolean",
"confidence": "float (0-1)"
},
"enhanced_understanding": "string (text)",
"focus_areas": [
{
"area": "string",
"importance": "float (0-1)",
"source": "ROUNDTABLE | VAULT"
}
],
"memory_graph": {
"nodes": [...],
"edges": [...]
}
},
"timestamp": "ISO8601 datetime",
"status": "COMPLETED | ERROR",
"confidence_score": "float (0-1)"
}