research-agent

Validate clinical claims against external medical evidence and generate citations.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/n1healthcare/easy-chr --skill research-agent-n1healthcare
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: research-agent
Source: https://github.com/n1healthcare/easy-chr/tree/main/server/.gemini/skills/research-agent
Command: npx skills add https://github.com/n1healthcare/easy-chr --skill research-agent-n1healthcare

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill validates clinical claims against external, authoritative evidence, ensuring medical conclusions are grounded in current literature and guidelines.

Core Features & Use Cases

  • Evidence-backed validation: Cross-checks medical mechanisms, diagnoses, treatments, drug interactions, and prognoses with primary sources (journals, guidelines, and institutional pages).
  • Citations ready output: Produces structured citations to be incorporated into patient reports.
  • Research workflow support: Suitable for clinicians, researchers, and medical writers who need rapid literature validation for claims and recommendations.
  • Quality controls: Emphasizes high-quality sources and notes uncertainties when evidence is evolving.

Quick Start

Provide a clear prompt to validate a medical claim and obtain external evidence with citations. Example: "Validate the claim that omega-3 supplementation reduces triglycerides in adults, with citations to NEJM, AHA guidelines."

Frequently Asked Questions about research-agent

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

FAQPage Schema
How do I validate clinical claims with medical evidence and citations?

Validate clinical claims by retrieving external medical evidence from journals and guidelines to generate citation-ready summaries. This process cross-checks medical mechanisms, diagnoses, and treatments against primary sources, ensuring conclusions are grounded in current literature.

Can I check drug interactions against current medical guidelines?

Yes, drug interactions can be checked against current medical guidelines by retrieving external evidence from reputable institutions. The validation process cross-checks pharmacological mechanisms and interactions with primary sources, noting uncertainties when clinical evidence is evolving.

What is the best way to ground medical mechanisms in primary literature sources?

Grounding medical mechanisms in primary literature sources involves validating clinical claims against authoritative evidence from journals and guidelines. This approach retrieves external medical evidence to ensure pharmacological and physiological mechanisms are supported by reputable institutional sources.

How do I generate citation-ready summaries for patient reports from medical journals?

Generate citation-ready summaries for patient reports by validating clinical claims against external medical journals and guidelines. The process produces structured citations with source metadata, ensuring medical evidence from reputable institutions is suitable for direct inclusion in clinical documentation.

Does evidence-based validation work for evolving medical research and uncertain prognoses?

Evidence-based validation works for evolving medical research by retrieving current literature and explicitly noting uncertainties in prognoses. The process validates clinical claims against available primary sources while emphasizing that conclusions may shift as new medical evidence emerges.

When should I not use automated literature review for clinical claim validation?

Automated literature review for clinical claim validation should not be used when immediate clinical decisions require real-time institutional database access or when specific proprietary medical evidence sources are unavailable through external web search retrieval methods.