AI Workstation · Schema
TopicInsightResponse
Artificial IntelligenceWorkstationMulti-ModelConversationsFile AnalysisImage-UnderstandingLong-Term MemoryAssistant
Properties
| Name | Type | Description |
|---|---|---|
| topic_id | string | |
| cached | boolean | |
| generated_at | string | |
| verdict | string | |
| can_make_short_video | string | |
| content_readiness | string | |
| editorial_stage | string | |
| recommended_format | string | |
| target_audience | array | |
| audience_payoff | string | |
| why_now | array | |
| why_this_can_work | array | |
| attention_points | array | |
| recommended_angle_index | integer | |
| angles | array | |
| short_video_handoff | object | |
| watchouts | array | |
| generation_quality | string | |
| score_breakdown | object | |
| provider | string | |
| model | string |
JSON Schema
{
"$schema": "https://json-schema.org/draft/2020-12/schema",
"$id": "https://artifacts.apis.io/aiworkstation-cn/json-schema/aiworkstation-cn-topic-insight-response-schema.json",
"title": "TopicInsightResponse",
"x-generated": "2026-11-01",
"x-method": "derived",
"x-generator": "derive-json-schema.py",
"x-source": "openapi/aiworkstation-cn-openapi.json#/components/schemas/TopicInsightResponse",
"properties": {
"topic_id": {
"type": "string",
"title": "Topic Id"
},
"cached": {
"type": "boolean",
"title": "Cached"
},
"generated_at": {
"type": "string",
"title": "Generated At"
},
"verdict": {
"type": "string",
"maxLength": 320,
"minLength": 1,
"title": "Verdict"
},
"can_make_short_video": {
"type": "string",
"enum": [
"yes",
"conditional",
"no"
],
"title": "Can Make Short Video"
},
"content_readiness": {
"type": "string",
"enum": [
"ready_for_research",
"needs_more_signals",
"not_suitable"
],
"title": "Content Readiness"
},
"editorial_stage": {
"type": "string",
"enum": [
"current_hot_candidate",
"early_opportunity",
"watch_only"
],
"title": "Editorial Stage"
},
"recommended_format": {
"type": "string",
"maxLength": 120,
"minLength": 1,
"title": "Recommended Format"
},
"target_audience": {
"items": {
"type": "string",
"minLength": 1
},
"type": "array",
"maxItems": 8,
"minItems": 1,
"title": "Target Audience"
},
"audience_payoff": {
"type": "string",
"maxLength": 400,
"minLength": 1,
"title": "Audience Payoff"
},
"why_now": {
"items": {
"type": "string",
"minLength": 1
},
"type": "array",
"maxItems": 4,
"title": "Why Now"
},
"why_this_can_work": {
"items": {
"type": "string",
"minLength": 1
},
"type": "array",
"maxItems": 6,
"minItems": 2,
"title": "Why This Can Work"
},
"attention_points": {
"items": {
"type": "string",
"minLength": 1
},
"type": "array",
"maxItems": 8,
"minItems": 3,
"title": "Attention Points"
},
"recommended_angle_index": {
"type": "integer",
"maximum": 2.0,
"minimum": 0.0,
"title": "Recommended Angle Index",
"default": 0
},
"angles": {
"items": {
"$ref": "#/$defs/TopicContentAngle"
},
"type": "array",
"maxItems": 3,
"minItems": 3,
"title": "Angles"
},
"short_video_handoff": {
"$ref": "#/$defs/TopicShortVideoHandoff"
},
"watchouts": {
"items": {
"type": "string",
"minLength": 1
},
"type": "array",
"maxItems": 4,
"title": "Watchouts"
},
"generation_quality": {
"type": "string",
"enum": [
"complete",
"degraded"
],
"title": "Generation Quality",
"default": "complete"
},
"score_breakdown": {
"anyOf": [
{
"$ref": "#/$defs/TopicScoreBreakdown"
},
{
"type": "null"
}
]
},
"provider": {
"type": "string",
"maxLength": 40,
"title": "Provider",
"default": "gpt"
},
"model": {
"type": "string",
"maxLength": 120,
"title": "Model",
"default": ""
}
},
"additionalProperties": false,
"type": "object",
"required": [
"topic_id",
"cached",
"generated_at",
"verdict",
"can_make_short_video",
"content_readiness",
"editorial_stage",
"recommended_format",
"target_audience",
"audience_payoff",
"why_this_can_work",
"attention_points",
"angles",
"short_video_handoff"
],
"$defs": {
"TopicContentAngle": {
"properties": {
"title": {
"type": "string",
"maxLength": 120,
"minLength": 1,
"title": "Title"
},
"hook": {
"type": "string",
"maxLength": 240,
"minLength": 1,
"title": "Hook"
},
"format": {
"type": "string",
"maxLength": 80,
"minLength": 1,
"title": "Format"
},
"angle_type": {
"type": "string",
"maxLength": 80,
"minLength": 1,
"title": "Angle Type"
},
"viewer_question": {
"type": "string",
"maxLength": 320,
"minLength": 1,
"title": "Viewer Question"
},
"core_conflict": {
"type": "string",
"maxLength": 320,
"minLength": 1,
"title": "Core Conflict"
},
"promise": {
"type": "string",
"maxLength": 320,
"minLength": 1,
"title": "Promise"
},
"narrative_beats": {
"items": {
"type": "string",
"minLength": 1
},
"type": "array",
"maxItems": 7,
"minItems": 3,
"title": "Narrative Beats"
},
"opening_3_seconds": {
"type": "string",
"maxLength": 320,
"minLength": 1,
"title": "Opening 3 Seconds"
},
"visual_moments": {
"items": {
"type": "string",
"minLength": 1
},
"type": "array",
"maxItems": 6,
"minItems": 2,
"title": "Visual Moments"
},
"platform_fit": {
"items": {
"type": "string",
"minLength": 1
},
"type": "array",
"maxItems": 8,
"minItems": 1,
"title": "Platform Fit"
},
"research_questions": {
"items": {
"type": "string",
"minLength": 1
},
"type": "array",
"maxItems": 8,
"minItems": 2,
"title": "Research Questions"
},
"search_queries": {
"items": {
"type": "string",
"minLength": 1
},
"type": "array",
"maxItems": 10,
"minItems": 2,
"title": "Search Queries"
},
"preferred_source_types": {
"items": {
"type": "string",
"minLength": 1
},
"type": "array",
"maxItems": 8,
"minItems": 1,
"title": "Preferred Source Types"
},
"must_verify": {
"items": {
"type": "string",
"minLength": 1
},
"type": "array",
"maxItems": 8,
"minItems": 1,
"title": "Must Verify"
},
"avoid_claims": {
"items": {
"type": "string",
"minLength": 1
},
"type": "array",
"maxItems": 8,
"minItems": 1,
"title": "Avoid Claims"
},
"fact_basis": {
"items": {
"type": "string",
"minLength": 1
},
"type": "array",
"maxItems": 8,
"title": "Fact Basis"
},
"unsupported_assumptions": {
"items": {
"type": "string",
"minLength": 1
},
"type": "array",
"maxItems": 8,
"title": "Unsupported Assumptions"
}
},
"additionalProperties": false,
"type": "object",
"required": [
"title",
"hook",
"format",
"angle_type",
"viewer_question",
"core_conflict",
"promise",
"narrative_beats",
"opening_3_seconds",
"visual_moments",
"platform_fit",
"research_questions",
"search_queries",
"preferred_source_types",
"must_verify",
"avoid_claims"
],
"title": "TopicContentAngle"
},
"TopicScoreBreakdown": {
"properties": {
"freshness": {
"type": "integer",
"maximum": 100.0,
"minimum": 0.0,
"title": "Freshness",
"default": 0
},
"velocity": {
"type": "integer",
"maximum": 100.0,
"minimum": 0.0,
"title": "Velocity",
"default": 0
},
"independent_sources": {
"type": "integer",
"minimum": 0.0,
"title": "Independent Sources",
"default": 0
},
"cross_region": {
"type": "integer",
"minimum": 0.0,
"title": "Cross Region",
"default": 0
},
"absolute_heat": {
"type": "integer",
"maximum": 100.0,
"minimum": 0.0,
"title": "Absolute Heat",
"default": 0
},
"evidence": {
"type": "integer",
"maximum": 100.0,
"minimum": 0.0,
"title": "Evidence",
"default": 0
},
"trend": {
"type": "integer",
"maximum": 100.0,
"minimum": 0.0,
"title": "Trend",
"default": 0
},
"editorial": {
"type": "integer",
"maximum": 100.0,
"minimum": 0.0,
"title": "Editorial",
"default": 0
},
"confidence": {
"type": "integer",
"maximum": 100.0,
"minimum": 0.0,
"title": "Confidence",
"default": 0
},
"market_fit": {
"type": "integer",
"maximum": 100.0,
"minimum": 0.0,
"title": "Market Fit",
"default": 0
},
"methodology": {
"type": "string",
"maxLength": 80,
"title": "Methodology",
"default": "topic-editorial-v3"
}
},
"additionalProperties": false,
"type": "object",
"title": "TopicScoreBreakdown"
},
"TopicShortVideoHandoff": {
"properties": {
"topic_id": {
"type": "string",
"maxLength": 240,
"title": "Topic Id",
"default": ""
},
"working_title": {
"type": "string",
"maxLength": 160,
"minLength": 1,
"title": "Working Title"
},
"one_line_pitch": {
"type": "string",
"maxLength": 360,
"minLength": 1,
"title": "One Line Pitch"
},
"selected_angle": {
"type": "string",
"maxLength": 160,
"minLength": 1,
"title": "Selected Angle"
},
"research_goal": {
"type": "string",
"maxLength": 500,
"minLength": 1,
"title": "Research Goal"
},
"research_questions": {
"items": {
"type": "string",
"minLength": 1
},
"type": "array",
"maxItems": 12,
"minItems": 2,
"title": "Research Questions"
},
"search_queries": {
"items": {
"type": "string",
"minLength": 1
},
"type": "array",
"maxItems": 14,
"minItems": 2,
"title": "Search Queries"
},
"preferred_source_types": {
"items": {
"type": "string",
"minLength": 1
},
"type": "array",
"maxItems": 10,
"minItems": 1,
"title": "Preferred Source Types"
},
"must_verify": {
"items": {
"type": "string",
"minLength": 1
},
"type": "array",
"maxItems": 12,
"minItems": 1,
"title": "Must Verify"
},
"known_unknowns": {
"items": {
"type": "string",
"minLength": 1
},
"type": "array",
"maxItems": 10,
"title": "Known Unknowns"
},
"target_audience": {
"items": {
"type": "string",
"minLength": 1
},
"type": "array",
"maxItems": 8,
"minItems": 1,
"title": "Target Audience"
},
"suggested_duration_sec": {
"type": "integer",
"maximum": 300.0,
"minimum": 15.0,
"title": "Suggested Duration Sec",
"default": 60
},
"tone": {
"type": "string",
"maxLength": 160,
"minLength": 1,
"title": "Tone"
},
"visual_material_needs": {
"items": {
"type": "string",
"minLength": 1
},
"type": "array",
"maxItems": 10,
"minItems": 1,
"title": "Visual Material Needs"
},
"script_skeleton": {
"items": {
"type": "string",
"enum": [
"hook",
"what_happened",
"real_shift",
"how_to_use",
"field_scene",
"boundary",
"closing"
]
},
"type": "array",
"maxItems": 7,
"minItems": 3,
"title": "Script Skeleton"
},
"growth_hypothesis": {
"type": "string",
"maxLength": 500,
"minLength": 1,
"title": "Growth Hypothesis"
}
},
"additionalProperties": false,
"type": "object",
"required": [
"working_title",
"one_line_pitch",
"selected_angle",
"research_goal",
"research_questions",
"search_queries",
"preferred_source_types",
"must_verify",
"target_audience",
"tone",
"visual_material_needs",
"script_skeleton",
"growth_hypothesis"
],
"title": "TopicShortVideoHandoff"
}
}
}Work with this as data
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