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skills/FreedomIntelligence/OpenClaw-Medical-Skills/biomedical-search

biomedical-search

1
FreedomIntelligence/OpenClaw-Medical-Skills·Biology Medicine and Bioinformatics·Audit pending·Snapshot 8c460c0620d5

Summary

This source did not publish a separate summary. Review SKILL.md before using the skill.

SKILL.md

Biomedical Search

Search across all major biomedical databases (PubMed, bioRxiv, medRxiv, ClinicalTrials.gov, FDA drug labels) simultaneously using natural language queries powered by Valyu's semantic search API.

Why This Skill is Powerful

  • No API Parameter Parsing: Just pass natural language queries directly - no need to construct complex search parameters
  • Semantic Search: Understands the meaning of your query, not just keyword matching
  • Full-Text Access: Returns complete content from literature, trials, and drug labels
  • Image Links: Includes figures and images when available
  • Comprehensive Coverage: Search across PubMed, bioRxiv, medRxiv, clinical trials, and drug labels simultaneously
  • Unified Results: Get results from all biomedical sources in a single query

Requirements

  1. Node.js 18+ (uses built-in fetch)
  2. Valyu API key from https://platform.valyu.ai ($10 free credits)

CRITICAL: Script Path Resolution

The scripts/search commands in this documentation are relative to this skill's installation directory.

Before running any command, locate the script using:

BIOMEDICAL_SCRIPT=$(find ~/.claude/plugins/cache -name "search" -path "*/biomedical-search/*/scripts/*" -type f 2>/dev/null | head -1)

Then use the full path for all commands:

$BIOMEDICAL_SCRIPT "CAR-T cell therapy" 20

API Key Setup Flow

When you run a search and receive "setup_required": true, follow this flow:

  1. Ask the user for their API key: "To search biomedical databases, I need your Valyu API key. Get one free ($10 credits) at https://platform.valyu.ai"

  • Once the user provides the key, run:

    scripts/search setup <api-key>
    
  • Retry the original search.

  • When to Use This Skill

    • Complete biomedical information gathering
    • Clinical research combined with basic science
    • Finding trials, literature, and official drug info together
    • Evidence-based medicine research
    • Disease understanding from multiple angles

    Output Format

    {
      "success": true,
      "type": "biomedical_search",
      "query": "CAR-T cell therapy",
      "result_count": 20,
      "results": [
        {
          "title": "Title",
          "url": "https://...",
          "content": "Full content...",
          "source": "pubmed|biorxiv|medrxiv|clinical-trials|drug-labels",
          "relevance_score": 0.95,
          "images": ["https://example.com/figure1.jpg"]
        }
      ],
      "cost": 0.035
    }
    

    Processing Results

    With jq

    # Get titles
    scripts/search "query" 20 | jq -r '.results[].title'
    
    # Get URLs
    scripts/search "query" 20 | jq -r '.results[].url'
    
    # Extract full content
    scripts/search "query" 20 | jq -r '.results[].content'
    
    # Filter by source type
    scripts/search "query" 20 | jq -r '.results[] | select(.source == "clinical-trials") | .title'
    

    Common Use Cases

    Clinical Research Planning

    # Gather evidence for clinical study design
    scripts/search "phase 2 trials checkpoint inhibitors melanoma" 50
    

    Drug Safety Assessment

    # Search literature, labels, and trials for safety data
    scripts/search "SGLT2 inhibitors cardiovascular safety" 40
    

    Treatment Protocol Development

    # Find current practice and emerging approaches
    scripts/search "pembrolizumab dosing regimens NSCLC" 30
    

    Medical Writing

    # Comprehensive research for medical communications
    scripts/search "JAK inhibitors rheumatoid arthritis efficacy" 60
    

    Error Handling

    All commands return JSON with success field:

    {
      "success": false,
      "error": "Error message"
    }
    

    Exit codes:

    • 0 - Success
    • 1 - Error (check JSON for details)

    API Endpoint

    • Base URL: https://api.valyu.ai/v1
    • Endpoint: /search
    • Authentication: X-API-Key header

    Architecture

    scripts/
    ├── search          # Bash wrapper
    └── search.mjs      # Node.js CLI
    

    Direct API calls using Node.js built-in fetch(), zero external dependencies.

    Adding to Your Project

    If you're building an AI project and want to integrate Biomedical Search directly into your application, use the Valyu SDK:

    Python Integration

    from valyu import Valyu
    
    client = Valyu(api_key="your-api-key")
    
    response = client.search(
        query="your search query here",
        included_sources=["valyu/valyu-pubmed", "valyu/valyu-biorxiv", "valyu/valyu-medrxiv", "valyu/valyu-clinical-trials", "valyu/valyu-drug-labels"],
        max_results=20
    )
    
    for result in response["results"]:
        print(f"Title: {result['title']}")
        print(f"URL: {result['url']}")
        print(f"Content: {result['content'][:500]}...")
    

    TypeScript Integration

    import { Valyu } from "valyu-js";
    
    const client = new Valyu("your-api-key");
    
    const response = await client.search({
      query: "your search query here",
      includedSources: ["valyu/valyu-pubmed", "valyu/valyu-biorxiv", "valyu/valyu-medrxiv", "valyu/valyu-clinical-trials", "valyu/valyu-drug-labels"],
      maxResults: 20
    });
    
    response.results.forEach((result) => {
      console.log(`Title: ${result.title}`);
      console.log(`URL: ${result.url}`);
      console.log(`Content: ${result.content.substring(0, 500)}...`);
    });
    

    See the Valyu docs for full integration examples and SDK reference.

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