S25 · Pipeline skill
Keep an evidence memo
Bring documents, claims and counterevidence together and save a traceable memo after review.
Entity evidence consolidation + support and challenge separation + human research memo
- Pipeline
- 4 steps
- Human review
- 1
- Components
- 8
01Pipeline
Base pipeline
Ordered steps. Each consumes the previous output; review gates hold until a person accepts.
- Starts from
- Research entities, claims and existing evidence
- Delivers
- Human-accepted research memo and evidence links
Review contract
People decide at review gates; components supply data, drafts or review surfaces. Unaccepted outputs do not advance.
Integration note
Keep original evidence provenance; memos are not trading instructions and new domains require new entities, templates and feeds.
- 01
Collect source evidence
- Input
- Research entities, claims and existing evidence
- Output
- Dated and source-linked evidence pack
- Disclosure collection and text extractionDocument index collection + cleaned text and normalized references
- Pricing, hiring and release-page change monitoringOfficial page snapshots + quoted changes for review
- Multi-asset quotes, history and market comparisonsIdentifier normalization + historical series and comparison context
- 02
Resolve entities and relations
- Input
- Dated and source-linked evidence pack
- Output
- Curated entity relations and evidence index
- Startup and investor knowledge normalizationEntity and relation import + aliases, uncertainty and provenance
- Audited curation and database publishing pipelineHuman merge and override decisions + controlled data sync
- 03
Compare claims and challenges
- Input
- Curated entity relations and evidence index
- Output
- Support, challenge and uncertainty records
- Investment thesis evidence and verdict trackingClaims linked to supporting and challenging evidence + revisable periodic verdicts
- Evidence-grounded investment Q&ASelected entities and evidence assembly + traceable answers
- 04
Review and save the memo
Human review- Input
- Support, challenge and uncertainty records
- Output
- Human-accepted research memo and evidence links
Decided byAssigned reviewer or requesting user
- Investment memo generationResearch evidence synthesis + persisted memo artifacts
02Industry versions
Industry versions
Finance Source-supported industry Bring disclosures, market series and counterevidence into one research memo so reviewers can inspect the source of each judgment.
Adaptation All members have finance source tags; entity and timing definitions still need alignment and outputs support research rather than trade instructions.
- 01
Collect disclosure and market evidence
- Input
- Research entities, claims and permitted market material
- Output
- Dated research materials with provenance
- Disclosure collection and text extractionDocument index collection + cleaned text and normalized references
- Pricing, hiring and release-page change monitoringOfficial page snapshots + quoted changes for review
- Multi-asset quotes, history and market comparisonsIdentifier normalization + historical series and comparison context
- 02
Resolve companies and relations
- Input
- Dated research materials with provenance
- Output
- Company relations and evidence index
- Startup and investor knowledge normalizationEntity and relation import + aliases, uncertainty and provenance
- Audited curation and database publishing pipelineHuman merge and override decisions + controlled data sync
- 03
Compare thesis and counterevidence
- Input
- Company relations and evidence index
- Output
- Support, challenge and uncertainty records
- Investment thesis evidence and verdict trackingClaims linked to supporting and challenging evidence + revisable periodic verdicts
- Evidence-grounded investment Q&ASelected entities and evidence assembly + traceable answers
- 04
Researcher reviews the memo
Human review- Input
- Support, challenge and uncertainty records
- Output
- Reviewed research memo and citations
Decided byAssigned reviewer or requesting user
- Investment memo generationResearch evidence synthesis + persisted memo artifacts
Legal services Transferable use Adapt thesis evidence tracking to case issues: separate supporting, opposing and unresolved material and save a memo after legal review.
Adaptation Replace disclosure, market and company models with case files, provisions, parties and timelines; original scores cannot determine legal judgments.
- 01
Collect case and regulatory evidence
- Input
- Case issues, authorized evidence and regulatory material
- Output
- Dated legal research materials with provenance
- Disclosure collection and text extractionDocument index collection + cleaned text and normalized references
- Pricing, hiring and release-page change monitoringOfficial page snapshots + quoted changes for review
- Multi-asset quotes, history and market comparisonsIdentifier normalization + historical series and comparison context
- 02
Resolve parties and relationships
- Input
- Dated legal research materials with provenance
- Output
- Party relationships and evidence index
- Startup and investor knowledge normalizationEntity and relation import + aliases, uncertainty and provenance
- Audited curation and database publishing pipelineHuman merge and override decisions + controlled data sync
- 03
Compare issues and counterevidence
- Input
- Party relationships and evidence index
- Output
- Supporting, opposing and unresolved items
- Investment thesis evidence and verdict trackingClaims linked to supporting and challenging evidence + revisable periodic verdicts
- Evidence-grounded investment Q&ASelected entities and evidence assembly + traceable answers
- 04
Legal reviewer checks the memo
Human review- Input
- Supporting, opposing and unresolved items
- Output
- Human-accepted issue memo and citations
Decided byAssigned reviewer or requesting user
- Investment memo generationResearch evidence synthesis + persisted memo artifacts
03Parameters
Parameters
From the pack’s params.schema.json. Choose values to build a synthetic request.
skills/_pipelines/research-evidence-memo/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
-
Disclosure collection and text extraction
Document index collection + cleaned text and normalized references
Working 1 pipeline -
Pricing, hiring and release-page change monitoring
Official page snapshots + quoted changes for review
Working 1 pipeline -
Multi-asset quotes, history and market comparisons
Identifier normalization + historical series and comparison context
Working 1 pipeline -
Startup and investor knowledge normalization
Entity and relation import + aliases, uncertainty and provenance
Working 1 pipeline -
Audited curation and database publishing pipeline
Human merge and override decisions + controlled data sync
Working 1 pipeline -
Investment thesis evidence and verdict tracking
Claims linked to supporting and challenging evidence + revisable periodic verdicts
Working 1 pipeline -
Evidence-grounded investment Q&A
Selected entities and evidence assembly + traceable answers
Working 1 pipeline -
Investment memo generation
Research evidence synthesis + persisted memo artifacts
Working 1 pipeline
05Skills pack
Skills pack
Runnable reference on synthetic fixtures with tests. Domain contracts, services and approvals still need integration.
research-evidence-memo-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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