literature-search
Comprehensive scientific literature search across PubMed, arXiv, bioRxiv, medRxiv. Natural language queries powered by Valyu semantic search.
By yorkeccak · 607 installs
npx skills add yorkeccak/scientific-skills --skill literature-search
Source repository · Upstream listing
Literature Search
Search across all major scientific literature databases (PubMed, arXiv, bioRxiv, medRxiv) 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 article content, not just abstracts
Image Links : Includes figures and images from papers
Comprehensive Coverage : Search across PubMed, arXiv, bioRxiv, and medRxiv simultaneously
Unified Results : Get results from all 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:
Then use the full path for all commands:
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 scientific literature, I need your Valyu API key. Get one free ($10 credits) at https://platform.valyu.ai"
2. Once the user provides the key, run:
3. Retry the original search.
When to Use This Skill
Comprehensive literature reviews across all domains
Finding all relevant research on a topic
Cross domain scientific discovery
Combining biomedical, physics, and preprint literature
Emerging research across disciplines
Output Format
Processing Results
With jq
Common Use Cases
Comprehensive Literature Review
Cross Disciplinary Research
Recent Developments
Medical Research
Error Handling
All commands return JSON with success field:
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
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 Literature Search directly into your application, use the Valyu SDK:
Python Integration
TypeScript Integration
See the [Valyu docs](https://docs.valyu.ai) for full integration examples and SDK reference.