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kamilseghrouchni
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query-search

Query PubMed, ClinicalTrials.gov, EuropePMC, snowball, and web sources in parallel to produce a shortlist of PMIDs/NCTs.

Updated Mar 31, 2026
Search Tags:#multi-source#triage#pubmed#literature-search#shortlist#clinicaltrials.gov#europepmc
One-click install
npx skills add https://github.com/kamilseghrouchni/vcro-sourcing --skill query-search
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: query-search
Source: https://github.com/kamilseghrouchni/vcro-sourcing/tree/main/.claude/skills/query/search
Command: npx skills add https://github.com/kamilseghrouchni/vcro-sourcing --skill query-search

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automates multi-source searches and automated triage to fill gaps when wiki coverage is thin. This skill coordinates parallel queries across PubMed, ClinicalTrials.gov, EuropePMC, snowball, and web results to surface candidate studies and data for faster compile.

Core Features & Use Cases

  • Parallel multi-source searches across PubMed, ClinicalTrials.gov, EuropePMC, snowball, and web sources to surface candidate studies for review.
  • Two-pass triage with automated metadata validation to filter, rank, and surface survivors for compile.
  • Outputs a structured shortlist of PMIDs/NCTs for vcro compile and integration with the wiki.

Quick Start

Run a multi-source search for a given indication and modality to generate a shortlist for compilation.

Frequently Asked Questions about query-search

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate multi-source literature search across PubMed and ClinicalTrials.gov?▼

Automated multi-source literature search runs parallel queries across PubMed, ClinicalTrials.gov, EuropePMC, snowball, and web sources to surface candidate studies. It coordinates these searches in rounds to generate a shortlist of PMIDs and NCTs for faster compilation.

What is the best way to triage PubMed and EuropePMC search results for a clinical wiki?▼

Triage PubMed and EuropePMC results using a two-pass automated process with metadata validation. This filters, ranks, and surfaces surviving studies from multi-source searches, producing a structured shortlist to fill thin wiki coverage gaps.

How do I fill gaps in wiki coverage when literature search results are scattered?▼

Fill wiki coverage gaps by running parallel multi-source searches across PubMed, ClinicalTrials.gov, and EuropePMC. The process outputs a structured shortlist of PMIDs and NCTs directly for compilation and wiki integration.

Do I need a specific request payload to run automated literature searches?▼

Yes, automated literature search requires a request payload detailing indications and modalities. This input drives the parallel queries and two-pass triage across PubMed, ClinicalTrials.gov, and EuropePMC to generate the final shortlist.

Can I use snowball search alongside ClinicalTrials.gov and PubMed queries?▼

Yes, snowball search runs in parallel alongside PubMed, ClinicalTrials.gov, EuropePMC, and web queries. The skill coordinates these multi-source searches in rounds to surface and triage candidate studies for compilation.

What limitations should I expect when using automated triage for literature search?▼

Automated literature search triage relies on two-pass metadata validation to filter candidates, requiring a structured request payload for indications and modalities. It outputs round-level metadata and a final shortlist, meaning unstructured queries may not be processed effectively.

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