Agent skill

literature-search

Comprehensive scientific literature search across PubMed, arXiv, bioRxiv, medRxiv. Natural language queries powered by Valyu semantic search.

FreedomIntelligencegithub.com/FreedomIntelligenceGitHub ↗
claude-codeships scripts
Install
npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill literature-search --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

Facts
Files in the skill folder: 3
SKILL.md size: 5 KB
Bundled scripts: yes
Path: skills/literature-search/SKILL.md
Open the folder on GitHub →
Where it comes from
Stars: 2,909
Language: Python
Read our review of the source →

Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.

From the SKILL.md

# 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 ($10 free credits) ## CRITICAL: Script Path Resolution The `scripts/search` commands in this documentation are relative to this skill's installation directory. Before running any command, locate the script using: ```bash LITERATURE_SCRIPT=$(find ~/.claude/plugins/cache -name "search" -path "*/literature-search/*/scripts/*" -type f 2>/dev/null | head -1) ```

What's inside
Steps it walks through
  1. Why This Skill is Powerful
  2. Requirements
  3. CRITICAL: Script Path Resolution
  4. API Key Setup Flow
  5. When to Use This Skill
  6. Output Format
  7. Processing Results
  8. With jq
  9. Common Use Cases
  10. Comprehensive Literature Review
  11. Cross-Disciplinary Research
  12. Recent Developments
  13. Medical Research
  14. Error Handling
Ships with 2 files
  • scripts/search
  • scripts/search.mjs
Commands it runs
scripts/search setup <api-key>
Get article 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
scripts/search "query" 20 | jq -r '.results[] | select(.source == "arxiv") | .title'
Search across all sources for thorough review
More from OpenClaw-Medical-Skills
All skills →
About this skill
What does the literature-search skill do?

Comprehensive scientific literature search across PubMed, arXiv, bioRxiv, medRxiv. Natural language queries powered by Valyu semantic search.

How do I install it?

Run `npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill literature-search --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.

Where does this skill come from?

From FreedomIntelligence/OpenClaw-Medical-Skills, a repository with 2,909 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.

Is a popular skill a good skill?

Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.

Keep going