S08 · Pipeline skill
Continue research
Save research scope and evidence, investigate in bounded batches and confirm follow-up work.
Research state storage + bounded investigation + human diff review
- Pipeline
- 4 steps
- Human review
- 2
- Components
- 6
01Pipeline
Base pipeline
Ordered steps. Each consumes the previous output; review gates hold until a person accepts.
- Starts from
- Research question, existing material and available time
- Delivers
- Accepted evidence, open questions and continuation pack
Review contract
People decide at review gates; components supply data, drafts or review surfaces. Unaccepted outputs do not advance.
Integration note
Unify evidence IDs across research tasks and enrichment queues; external calls follow budgets and approval.
- 01
Load research context
- Input
- Research question, existing material and available time
- Output
- Traceable research state and task definitions
- Persistent research workspace and memorySaved research observations and artifacts + continuation retrieval
- Automation definition inspection and exportRead-only task definition export + provenance completeness checks
- 02
Plan follow-up research
- Input
- Traceable research state and task definitions
- Output
- Research steps and budget awaiting confirmation
- Policy-aware research agent orchestrationResearch goal orchestration + human approval and step traces
- 03
Approve and run
Human review- Input
- Research steps and budget awaiting confirmation
- Output
- Authorized new evidence and computation results
Decided byAssigned reviewer or requesting user
- Policy-aware research agent orchestrationResearch goal orchestration + human approval and step traces
- Asynchronous research jobsBounded background computation + progress and recovery
- Bounded cross-provider research tool loopBounded search loop + cited synthesis
- 04
Review the changes
Human review- Input
- Authorized new evidence and computation results
- Output
- Accepted evidence, open questions and continuation pack
Decided byAssigned reviewer or requesting user
- Provenance-aware enrichment and review jobsChange-triggered enrichment jobs + candidate diff review
- Persistent research workspace and memorySaved research observations and artifacts + continuation retrieval
02Industry versions
Industry versions
Finance Transferable use Continue research across weeks with prior evidence: load scope, schedule investigation, confirm it and save new findings.
Adaptation Research execution still needs wiring to general search and enrichment queues, so the whole pack is not labeled source-supported finance.
- 01
Load the previous research bundle
- Input
- Research questions, prior observations and computation budget
- Output
- Prior observations, evidence and task definitions
- Persistent research workspace and memorySaved research observations and artifacts + continuation retrieval
- Automation definition inspection and exportRead-only task definition export + provenance completeness checks
- 02
Plan this period's investigation
- Input
- Prior observations, evidence and task definitions
- Output
- Research steps and budget draft
- Policy-aware research agent orchestrationResearch goal orchestration + human approval and step traces
- 03
Run after researcher approval
Human review- Input
- Research steps and budget draft
- Output
- New disclosure excerpts and computation results
Decided byAssigned reviewer or requesting user
- Policy-aware research agent orchestrationResearch goal orchestration + human approval and step traces
- Asynchronous research jobsBounded background computation + progress and recovery
- Bounded cross-provider research tool loopBounded search loop + cited synthesis
- 04
Review evidence changes
Human review- Input
- New disclosure excerpts and computation results
- Output
- Accepted new evidence and continuation bundle
Decided byAssigned reviewer or requesting user
- Provenance-aware enrichment and review jobsChange-triggered enrichment jobs + candidate diff review
- Persistent research workspace and memorySaved research observations and artifacts + continuation retrieval
03Parameters
Parameters
From the pack’s params.schema.json. Choose values to build a synthetic request.
skills/_pipelines/continue-research-tasks/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
-
Persistent research workspace and memory
Saved research observations and artifacts + continuation retrieval
Working 1 pipeline -
Automation definition inspection and export
Read-only task definition export + provenance completeness checks
Prototype 1 pipeline -
Policy-aware research agent orchestration
Research goal orchestration + human approval and step traces
Working 1 pipeline -
Asynchronous research jobs
Bounded background computation + progress and recovery
Working 1 pipeline -
-
Provenance-aware enrichment and review jobs
Change-triggered enrichment jobs + candidate diff review
Working 1 pipeline
05Skills pack
Skills pack
Runnable reference on synthetic fixtures with tests. Domain contracts, services and approvals still need integration.
continue-research-tasks-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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