S20 · Pipeline skill
Build a daily brief
Turn multiple sources into cited facts and review them before preparing a subscribable brief.
Multi-source collection and deduplication + event linking + human checks and briefing
- Pipeline
- 5 steps
- Human review
- 1
- Components
- 9
01Pipeline
Base pipeline
Ordered steps. Each consumes the previous output; review gates hold until a person accepts.
- Starts from
- Information sources, topics and recipient settings
- Delivers
- Versioned brief and delivery records
Review contract
People decide at review gates; components supply data, drafts or review surfaces. Unaccepted outputs do not advance.
Integration note
Configure domain entities and event rules; only reviewed items enter published snapshots and recipient settings need validation.
- 01
Collect readable material
- Input
- Information sources, topics and recipient settings
- Output
- Deduplicated article text and sources
- Scheduled news/feed ingestion and deduplicationScheduled feed ingestion + deduplication and fetch state
- Article and research-page extraction and enrichmentPage boilerplate removal + fallback and placeholder checks
- 02
Structure facts and entities
- Input
- Deduplicated article text and sources
- Output
- Facts, entities and uncertainty records
- Structured news intelligence and multilingual analysisSource text to structured facts + uncertainty and human review
- Source-backed entity, company and people enrichmentEntity profile and alias reconciliation + evidenced enrichment
- 03
Link topics and events
- Input
- Facts, entities and uncertainty records
- Output
- Brief candidates with linked evidence
- Event, entity and narrative graph constructionCross-document event linking + participants and positions
- Topic relationship and sentiment graphTopic clustering and counts + relationship graph data
- Semantic intelligence search and RAG chatDocument and entity context retrieval + grounded questions and answers
- 04
Verify and select
Human review- Input
- Brief candidates with linked evidence
- Output
- Human-accepted briefing items
Decided byAssigned reviewer or requesting user
- Structured news intelligence and multilingual analysisSource text to structured facts + uncertainty and human review
- 05
Prepare and deliver the brief
- Input
- Human-accepted briefing items
- Output
- Versioned brief and delivery records
- Ranked daily brief and snapshot publishingProcessed information snapshots + language and version delivery
- Briefing and intelligence alert deliverySelected information to briefs + subscriber-configured delivery
02Industry versions
Industry versions
Media & content Source-supported industry Turn articles from several sources into facts and event context, then build a subscribable daily brief after editorial checks.
Adaptation All members have media source tags; configure sections and subscription scope and retain editorial responsibility at review.
- 01
Collect and clean articles
- Input
- Permitted feeds, editorial topics and subscription settings
- Output
- Deduplicated text and sources
- Scheduled news/feed ingestion and deduplicationScheduled feed ingestion + deduplication and fetch state
- Article and research-page extraction and enrichmentPage boilerplate removal + fallback and placeholder checks
- 02
Structure facts and entities
- Input
- Deduplicated text and sources
- Output
- Facts, entities and uncertainty
- Structured news intelligence and multilingual analysisSource text to structured facts + uncertainty and human review
- Source-backed entity, company and people enrichmentEntity profile and alias reconciliation + evidenced enrichment
- 03
Link events and topics
- Input
- Facts, entities and uncertainty
- Output
- Source-linked event and topic candidates
- Event, entity and narrative graph constructionCross-document event linking + participants and positions
- Topic relationship and sentiment graphTopic clustering and counts + relationship graph data
- Semantic intelligence search and RAG chatDocument and entity context retrieval + grounded questions and answers
- 04
Editor verifies and selects
Human review- Input
- Source-linked event and topic candidates
- Output
- Editor-accepted briefing items
Decided byAssigned reviewer or requesting user
- Structured news intelligence and multilingual analysisSource text to structured facts + uncertainty and human review
- 05
Create a versioned brief
- Input
- Editor-accepted briefing items
- Output
- Brief snapshots and delivery records
- Ranked daily brief and snapshot publishingProcessed information snapshots + language and version delivery
- Briefing and intelligence alert deliverySelected information to briefs + subscriber-configured delivery
Energy Transferable use Turn equipment supplier notices, regulations and technical articles into a cited daily brief for engineers to select relevant changes.
Adaptation Replace entity vocabularies and sources; summaries are neither maintenance instructions nor regulatory applicability decisions.
- 01
Collect equipment and regulatory material
- Input
- Permitted supplier sources, regulatory sections and subscription scope
- Output
- Deduplicated text and original sources
- Scheduled news/feed ingestion and deduplicationScheduled feed ingestion + deduplication and fetch state
- Article and research-page extraction and enrichmentPage boilerplate removal + fallback and placeholder checks
- 02
Structure equipment, organizations and facts
- Input
- Deduplicated text and original sources
- Output
- Facts, entities and uncertainty
- Structured news intelligence and multilingual analysisSource text to structured facts + uncertainty and human review
- Source-backed entity, company and people enrichmentEntity profile and alias reconciliation + evidenced enrichment
- 03
Link change topics
- Input
- Facts, entities and uncertainty
- Output
- Evidenced change-topic candidates
- Event, entity and narrative graph constructionCross-document event linking + participants and positions
- Topic relationship and sentiment graphTopic clustering and counts + relationship graph data
- Semantic intelligence search and RAG chatDocument and entity context retrieval + grounded questions and answers
- 04
Engineers verify and select
Human review- Input
- Evidenced change-topic candidates
- Output
- Human-accepted watch items
Decided byAssigned reviewer or requesting user
- Structured news intelligence and multilingual analysisSource text to structured facts + uncertainty and human review
- 05
Create engineering update briefs
- Input
- Human-accepted watch items
- Output
- Versioned briefs and subscription receipts
- Ranked daily brief and snapshot publishingProcessed information snapshots + language and version delivery
- Briefing and intelligence alert deliverySelected information to briefs + subscriber-configured delivery
03Parameters
Parameters
From the pack’s params.schema.json. Choose values to build a synthetic request.
skills/_pipelines/daily-information-brief/params.schema.json
{
"synthetic": true,
"run_id": "synthetic-example",
"locale": "en",
"industry": "base",
"adapter_mode": "local",
"records": [
{
"id": "synthetic-record-1",
"synthetic": true,
"text": "Synthetic observation A: a draft needs review."
},
{
"id": "synthetic-record-2",
"synthetic": true,
"text": "Synthetic observation B: retain the unresolved question."
}
],
"decisions": {}
} 04Member components
Member components
-
Scheduled news/feed ingestion and deduplication
Scheduled feed ingestion + deduplication and fetch state
Working 1 pipeline -
Article and research-page extraction and enrichment
Page boilerplate removal + fallback and placeholder checks
Working 1 pipeline -
Structured news intelligence and multilingual analysis
Source text to structured facts + uncertainty and human review
Working 1 pipeline -
Source-backed entity, company and people enrichment
Entity profile and alias reconciliation + evidenced enrichment
Working 1 pipeline -
Event, entity and narrative graph construction
Cross-document event linking + participants and positions
Working 1 pipeline -
Topic relationship and sentiment graph
Topic clustering and counts + relationship graph data
Working 1 pipeline -
Semantic intelligence search and RAG chat
Document and entity context retrieval + grounded questions and answers
Working 1 pipeline -
Ranked daily brief and snapshot publishing
Processed information snapshots + language and version delivery
Working 1 pipeline -
Briefing and intelligence alert delivery
Selected information to briefs + subscriber-configured delivery
Working 1 pipeline
05Skills pack
Skills pack
Runnable reference on synthetic fixtures with tests. Domain contracts, services and approvals still need integration.
daily-information-brief-1.0.0.zip
Contains SKILL.md, pipeline.json, params.schema.json, runner, tests, fixtures, integration checklist and sources.
Synthetic workflow reference; service integration pending
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