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S17 · Pipeline skill

Connect information search

Connect information sources, retrieve relevant passages and check summary sources and access scope.

Document collection and indexing + candidate reranking + human citation checks

Pipeline: 4 steps
Human review: 1
Components: 5

Proposed composition; integration pendingSynthetic data

Download · ZIP · 17KB Pipeline

Connect information search — Synthetic walkthrough of inputs, step handoffs, human review and the final result. Live services still need integration.

01Pipeline

Base pipeline

Ordered steps. Each consumes the previous output; review gates hold until a person accepts.

Starts from: Question, authorized sources and search scope
Delivers: Human-confirmed summary and evidence pack

Review contract

People decide at review gates; components supply data, drafts or review surfaces. Unaccepted outputs do not advance.

Integration note

Preserve retrieval references explicitly; the text summary interface alone does not guarantee verifiable citations.

01
Collect permitted material
Input
Question, authorized sources and search scope
Output
Source-linked document passages
- Web search and research synthesisSearch request aggregation + source-linked research output
- Remote browser sessions and artifactsBrowser operations + screenshots and structured page extraction
02
Build retrieval candidates
Input
Source-linked document passages
Output
Ranked authorized passages
- Vector storage, embedding and rerankFiltered vector storage + similarity candidate queries
- Embedding and rerank APIsBatched text embeddings + candidate reranking
03
Prepare the summary
Input
Ranked authorized passages
Output
Summary draft with passage references
- Provider text summarization, sentiment and intent analysisSupplied text topic and intent extraction + structured summaries
04
Check the sources
Human review
Input
Summary draft with passage references
Output
Human-confirmed summary and evidence pack
Decided byAssigned reviewer or requesting user
- Remote browser sessions and artifactsBrowser operations + screenshots and structured page extraction
- Provider text summarization, sentiment and intent analysisSupplied text topic and intent extraction + structured summaries

02Industry versions

Industry versions

Legal services Transferable use Connect an authorized contract library to clause retrieval and retain passage references for legal reviewers to check each summary.

Adaptation Connect document permissions and clause locations; summary output alone is not legal advice.

01
Read permitted contract materials
Input
Contract question, authorized library and search scope
Output
Clause passages with document references
- Web search and research synthesisSearch request aggregation + source-linked research output
- Remote browser sessions and artifactsBrowser operations + screenshots and structured page extraction
02
Rank relevant clauses
Input
Clause passages with document references
Output
Authorized clauses ranked by relevance
- Vector storage, embedding and rerankFiltered vector storage + similarity candidate queries
- Embedding and rerank APIsBatched text embeddings + candidate reranking
03
Draft clause summaries
Input
Authorized clauses ranked by relevance
Output
Summary draft with original-text references
- Provider text summarization, sentiment and intent analysisSupplied text topic and intent extraction + structured summaries
04
Legal reviewer checks original text
Human review
Input
Summary draft with original-text references
Output
Human-confirmed summary and evidence pack
Decided byAssigned reviewer or requesting user
- Remote browser sessions and artifactsBrowser operations + screenshots and structured page extraction
- Provider text summarization, sentiment and intent analysisSupplied text topic and intent extraction + structured summaries

Legal services · Solutions →

03Parameters

Parameters

From the pack’s params.schema.json. Choose values to build a synthetic request.

skills/_pipelines/connect-information-search/params.schema.json

locale · required industry · required adapter_mode · required Human review · 4 Check the sources

Request (synthetic)

{
  "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

Web search and research synthesis

Search request aggregation + source-linked research output
- Legal services · Transferable use
Working 1 pipeline
Remote browser sessions and artifacts

Browser operations + screenshots and structured page extraction
- Legal services · Transferable use
Working 1 pipeline
Vector storage, embedding and rerank

Filtered vector storage + similarity candidate queries
- Legal services · Transferable use
Working 1 pipeline
Embedding and rerank APIs

Batched text embeddings + candidate reranking
- Legal services · Transferable use
Working 1 pipeline
Provider text summarization, sentiment and intent analysis

Supplied text topic and intent extraction + structured summaries
- Legal services · Transferable use
- Healthcare · Transferable use
Working 2 pipelines

05Skills pack

Skills pack

Runnable reference on synthetic fixtures with tests. Domain contracts, services and approvals still need integration.

connect-information-search-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

Download · 17KB

SHA-256 9e8b8a024a7e5cb44744ad4c0a8be525ffae9e32da9b98bf1050cd188b3af479