AI Workstation · Schema
TopicFeedResponse
Artificial IntelligenceWorkstationMulti-ModelConversationsFile AnalysisImage-UnderstandingLong-Term MemoryAssistant
Properties
| Name | Type | Description |
|---|---|---|
| generated_at | string | |
| status | string | |
| partial | boolean | |
| stale | boolean | |
| items | array | |
| source_status | array | |
| total | integer | |
| signal_total | integer | |
| raw_signal_total | integer | |
| pool_total | integer | |
| offset | integer | |
| limit | integer | |
| has_more | boolean | |
| stage_counts | object | |
| facets | object | |
| refreshing | boolean | |
| snapshot_age_seconds | integer | |
| history_available | boolean | |
| coverage | object | |
| signal_counts | object |
JSON Schema
{
"$schema": "https://json-schema.org/draft/2020-12/schema",
"$id": "https://artifacts.apis.io/aiworkstation-cn/json-schema/aiworkstation-cn-topic-feed-response-schema.json",
"title": "TopicFeedResponse",
"x-generated": "2026-11-01",
"x-method": "derived",
"x-generator": "derive-json-schema.py",
"x-source": "openapi/aiworkstation-cn-openapi.json#/components/schemas/TopicFeedResponse",
"properties": {
"generated_at": {
"type": "string",
"title": "Generated At"
},
"status": {
"type": "string",
"title": "Status"
},
"partial": {
"type": "boolean",
"title": "Partial"
},
"stale": {
"type": "boolean",
"title": "Stale"
},
"items": {
"items": {
"$ref": "#/$defs/TopicCluster"
},
"type": "array",
"title": "Items"
},
"source_status": {
"items": {
"$ref": "#/$defs/SourceStatus"
},
"type": "array",
"title": "Source Status"
},
"total": {
"type": "integer",
"title": "Total",
"default": 0
},
"signal_total": {
"type": "integer",
"title": "Signal Total",
"default": 0
},
"raw_signal_total": {
"type": "integer",
"title": "Raw Signal Total",
"default": 0
},
"pool_total": {
"type": "integer",
"title": "Pool Total",
"default": 0
},
"offset": {
"type": "integer",
"title": "Offset",
"default": 0
},
"limit": {
"type": "integer",
"title": "Limit",
"default": 12
},
"has_more": {
"type": "boolean",
"title": "Has More",
"default": false
},
"stage_counts": {
"additionalProperties": {
"type": "integer"
},
"type": "object",
"title": "Stage Counts"
},
"facets": {
"additionalProperties": {
"items": {
"type": "string"
},
"type": "array"
},
"type": "object",
"title": "Facets"
},
"refreshing": {
"type": "boolean",
"title": "Refreshing",
"default": false
},
"snapshot_age_seconds": {
"type": "integer",
"title": "Snapshot Age Seconds",
"default": 0
},
"history_available": {
"type": "boolean",
"title": "History Available",
"default": false
},
"coverage": {
"additionalProperties": true,
"type": "object",
"title": "Coverage"
},
"signal_counts": {
"additionalProperties": {
"type": "integer"
},
"type": "object",
"title": "Signal Counts"
}
},
"additionalProperties": false,
"type": "object",
"required": [
"generated_at",
"status",
"partial",
"stale",
"items",
"source_status"
],
"$defs": {
"SourceStatus": {
"properties": {
"id": {
"type": "string",
"title": "Id"
},
"name": {
"type": "string",
"title": "Name"
},
"status": {
"type": "string",
"title": "Status"
},
"item_count": {
"type": "integer",
"minimum": 0.0,
"title": "Item Count",
"default": 0
},
"last_success_at": {
"type": "string",
"title": "Last Success At",
"default": ""
},
"region": {
"type": "string",
"title": "Region",
"default": "GLOBAL"
},
"platform": {
"type": "string",
"title": "Platform",
"default": "web"
},
"note": {
"type": "string",
"title": "Note",
"default": ""
},
"last_attempt_at": {
"type": "string",
"title": "Last Attempt At",
"default": ""
},
"cache_expires_at": {
"type": "string",
"title": "Cache Expires At",
"default": ""
},
"freshness_seconds": {
"anyOf": [
{
"type": "integer",
"minimum": 0.0
},
{
"type": "null"
}
],
"title": "Freshness Seconds"
},
"consecutive_failures": {
"type": "integer",
"minimum": 0.0,
"title": "Consecutive Failures",
"default": 0
},
"circuit_open": {
"type": "boolean",
"title": "Circuit Open",
"default": false
},
"next_probe_at": {
"type": "string",
"title": "Next Probe At",
"default": ""
},
"active": {
"type": "boolean",
"title": "Active",
"default": true
},
"refresh_interval_seconds": {
"type": "integer",
"maximum": 86400.0,
"minimum": 60.0,
"title": "Refresh Interval Seconds",
"default": 1800
},
"next_refresh_at": {
"type": "string",
"title": "Next Refresh At",
"default": ""
}
},
"additionalProperties": false,
"type": "object",
"required": [
"id",
"name",
"status"
],
"title": "SourceStatus",
"description": "Health and freshness of a single independently degradable source."
},
"TopicCluster": {
"properties": {
"id": {
"type": "string",
"title": "Id"
},
"title": {
"type": "string",
"title": "Title"
},
"title_en": {
"type": "string",
"title": "Title En"
},
"summary": {
"type": "string",
"title": "Summary"
},
"summary_en": {
"type": "string",
"title": "Summary En"
},
"what_happened": {
"type": "string",
"title": "What Happened",
"default": ""
},
"what_happened_en": {
"type": "string",
"title": "What Happened En",
"default": ""
},
"why_worth_research": {
"type": "string",
"title": "Why Worth Research",
"default": ""
},
"why_worth_research_en": {
"type": "string",
"title": "Why Worth Research En",
"default": ""
},
"source": {
"type": "string",
"title": "Source"
},
"source_id": {
"type": "string",
"title": "Source Id"
},
"source_url": {
"type": "string",
"title": "Source Url"
},
"platform": {
"type": "string",
"title": "Platform"
},
"observed_platforms": {
"items": {
"type": "string"
},
"type": "array",
"title": "Observed Platforms"
},
"region": {
"type": "string",
"title": "Region"
},
"category": {
"type": "string",
"title": "Category"
},
"category_id": {
"type": "string",
"title": "Category Id",
"default": "general"
},
"category_en": {
"type": "string",
"title": "Category En",
"default": "General"
},
"trend_stage": {
"type": "string",
"title": "Trend Stage"
},
"opportunity_score": {
"type": "integer",
"maximum": 100.0,
"minimum": 0.0,
"title": "Opportunity Score"
},
"rank": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"title": "Rank"
},
"heat": {
"anyOf": [
{
"type": "number"
},
{
"type": "null"
}
],
"title": "Heat"
},
"published_at": {
"type": "string",
"title": "Published At",
"default": ""
},
"first_seen_at": {
"type": "string",
"title": "First Seen At"
},
"target_platforms": {
"items": {
"type": "string"
},
"type": "array",
"title": "Target Platforms"
},
"tags": {
"items": {
"type": "string"
},
"type": "array",
"title": "Tags"
},
"evidence": {
"items": {
"$ref": "#/$defs/TopicEvidence"
},
"type": "array",
"title": "Evidence"
},
"signal_count": {
"type": "integer",
"minimum": 1.0,
"title": "Signal Count",
"default": 1
},
"trend": {
"anyOf": [
{
"$ref": "#/$defs/TopicTrendMetrics"
},
{
"type": "null"
}
]
},
"score_breakdown": {
"$ref": "#/$defs/TopicScoreBreakdown"
},
"primary_category": {
"type": "string",
"enum": [
"world",
"business",
"technology",
"society_health",
"culture",
"sports",
"lifestyle",
"climate"
],
"title": "Primary Category",
"default": "world"
},
"secondary_tags": {
"items": {
"type": "string"
},
"type": "array",
"maxItems": 2,
"title": "Secondary Tags"
},
"content_type": {
"type": "string",
"title": "Content Type",
"default": "news_event"
},
"sensitivity_level": {
"type": "string",
"title": "Sensitivity Level",
"default": "normal"
},
"collector_id": {
"type": "string",
"title": "Collector Id",
"default": ""
},
"origin_platform": {
"type": "string",
"title": "Origin Platform",
"default": ""
},
"publisher": {
"type": "string",
"title": "Publisher",
"default": ""
},
"canonical_url": {
"type": "string",
"title": "Canonical Url",
"default": ""
},
"original_title": {
"type": "string",
"title": "Original Title",
"default": ""
},
"title_localization_state": {
"type": "string",
"maxLength": 24,
"title": "Title Localization State",
"default": "source"
},
"source_role": {
"type": "string",
"title": "Source Role",
"default": "discovery"
},
"quality_tier": {
"type": "string",
"title": "Quality Tier",
"default": "standard"
},
"independent_origin_id": {
"type": "string",
"title": "Independent Origin Id",
"default": ""
},
"event_signature": {
"type": "string",
"title": "Event Signature",
"default": ""
},
"cluster_confidence": {
"type": "integer",
"maximum": 100.0,
"minimum": 0.0,
"title": "Cluster Confidence",
"default": 0
},
"classification_confidence": {
"type": "integer",
"maximum": 100.0,
"minimum": 0.0,
"title": "Classification Confidence",
"default": 0
},
"classification_method": {
"type": "string",
"maxLength": 40,
"title": "Classification Method",
"default": "semantic_rules"
},
"trend_score": {
"type": "integer",
"maximum": 100.0,
"minimum": 0.0,
"title": "Trend Score",
"default": 0
},
"editorial_score": {
"type": "integer",
"maximum": 100.0,
"minimum": 0.0,
"title": "Editorial Score",
"default": 0
},
"confidence_score": {
"type": "integer",
"maximum": 100.0,
"minimum": 0.0,
"title": "Confidence Score",
"default": 0
},
"market_fit_score": {
"type": "integer",
"maximum": 100.0,
"minimum": 0.0,
"title": "Market Fit Score",
"default": 0
},
"editorial_lane": {
"type": "string",
"title": "Editorial Lane",
"default": "raw"
},
"editorial_lanes": {
"items": {
"type": "string"
},
"type": "array",
"maxItems": 8,
"title": "Editorial Lanes"
},
"evidence_state": {
"type": "string",
"title": "Evidence State",
"default": "unverified"
},
"source_market": {
"type": "string",
"title": "Source Market",
"default": "GLOBAL"
},
"source_languages": {
"items": {
"type": "string"
},
"type": "array",
"maxItems": 12,
"title": "Source Languages"
},
"home_market": {
"type": "string",
"title": "Home Market",
"default": ""
},
"market_lead_direction": {
"type": "string",
"title": "Market Lead Direction",
"default": "regional_signal"
},
"rejection_reasons": {
"items": {
"type": "string"
},
"type": "array",
"maxItems": 12,
"title": "Rejection Reasons"
},
"last_source_update_at": {
"type": "string",
"title": "Last Source Update At",
"default": ""
},
"next_refresh_at": {
"type": "string",
"title": "Next Refresh At",
"default": ""
}
},
"additionalProperties": false,
"type": "object",
"required": [
"id",
"title",
"title_en",
"summary",
"summary_en",
"source",
"source_id",
"source_url",
"platform",
"region",
"category",
"trend_stage",
"opportunity_score",
"first_seen_at"
],
"title": "TopicCluster",
"description": "Frontend-facing topic card produced from one or more signals."
},
"TopicEvidence": {
"properties": {
"source_id": {
"type": "string",
"title": "Source Id"
},
"source": {
"type": "string",
"title": "Source"
},
"url": {
"type": "string",
"title": "Url",
"default": ""
},
"rank": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"title": "Rank"
},
"heat": {
"anyOf": [
{
"type": "number"
},
{
"type": "null"
}
],
"title": "Heat"
},
"observed_at": {
"type": "string",
"title": "Observed At"
},
"original_title": {
"type": "string",
"title": "Original Title",
"default": ""
},
"published_at": {
"type": "string",
"title": "Published At",
"default": ""
},
"collector_id": {
"type": "string",
"title": "Collector Id",
"default": ""
},
"origin_platform": {
"type": "string",
"title": "Origin Platform",
"default": ""
},
"publisher": {
"type": "string",
"title": "Publisher",
"default": ""
},
"canonical_url": {
"type": "string",
"title": "Canonical Url",
"default": ""
},
"document_id": {
"type": "string",
"title": "Document Id",
"default": ""
},
"source_role": {
"type": "string",
"title": "Source Role",
"default": "discovery"
},
"quality_tier": {
"type": "string",
"title": "Quality Tier",
"default": "standard"
},
"independent_origin_id": {
"type": "string",
"title": "Independent Origin Id",
"default": ""
},
"source_market": {
"type": "string",
"title": "Source Market",
"default": "GLOBAL"
}
},
"additionalProperties": false,
"type": "object",
"required": [
"source_id",
"source",
"observed_at"
],
"title": "TopicEvidence",
"description": "Public-safe evidence attached to an aggregated topic card."
},
"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"
},
"TopicTrendMetrics": {
"properties": {
"history_points": {
"type": "integer",
"minimum": 0.0,
"title": "History Points",
"default": 0
},
"tracked_hours": {
"type": "number",
"minimum": 0.0,
"title": "Tracked Hours",
"default": 0
},
"first_observed_at": {
"type": "string",
"title": "First Observed At",
"default": ""
},
"last_observed_at": {
"type": "string",
"title": "Last Observed At",
"default": ""
},
"best_rank": {
"anyOf": [
{
"type": "integer",
"minimum": 1.0
},
{
"type": "null"
}
],
"title": "Best Rank"
},
"peak_heat": {
"anyOf": [
{
"type": "number",
"minimum": 0.0
},
{
"type": "null"
}
],
"title": "Peak Heat"
},
"score_change_24h": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"title": "Score Change 24H"
},
"score_change_7d": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"title": "Score Change 7D"
},
"source_count": {
"type": "integer",
"minimum": 0.0,
"title": "Source Count",
"default": 0
},
"is_new_24h": {
"type": "boolean",
"title": "Is New 24H",
"default": false
},
"velocity_1h": {
"anyOf": [
{
"type": "integer",
"maximum": 100.0,
"minimum": -100.0
},
{
"type": "null"
}
],
"title": "Velocity 1H"
},
"velocity_6h": {
"anyOf": [
{
"type": "integer",
"maximum": 100.0,
"minimum": -100.0
},
{
"type": "null"
}
],
"title": "Velocity 6H"
},
"velocity_24h": {
"anyOf": [
{
"type": "integer",
"maximum": 100.0,
"minimum": -100.0
},
{
"type": "null"
}
],
"title": "Velocity 24H"
},
"source_spread_hours": {
"anyOf": [
{
"type": "number",
"minimum": 0.0
},
{
"type": "null"
}
],
"title": "Source Spread Hours"
}
},
"additionalProperties": false,
"type": "object",
"title": "TopicTrendMetrics",
"description": "History-derived movement; absent until the radar has observations."
}
}
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