drug-discovery-search
End-to-end drug discovery platform combining ChEMBL compounds, DrugBank, targets, and FDA labels. Natural language powered by Valyu.
npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill drug-discovery-search --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Drug Discovery Search Search across all major drug discovery databases (ChEMBL, DrugBank, FDA drug labels, Open Targets) 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 compound, target, and drug information - **Image Links**: Includes molecular structures and data visualizations - **Comprehensive Coverage**: Search across ChEMBL, DrugBank, drug labels, and Open Targets simultaneously - **Unified Results**: Get results from all drug discovery sources in a single query ## Requirements 1. Node.js 18+ (uses built-in fetch) 2. Valyu API key from https://platform.valyu.ai ($10 free credits) ## CRITICAL: Script Path Resolution The `scripts/search` commands in this documentation are relative to this skill's installation directory. Before running any command, locate the script using: ```bash DRUG_DISCOVERY_SCRIPT=$(find ~/.claude/plugins/cache -name "search" -path "*/drug
- Why This Skill is Powerful
- Requirements
- CRITICAL: Script Path Resolution
- API Key Setup Flow
- When to Use This Skill
- Output Format
- Processing Results
- With jq
- Common Use Cases
- Target Identification
- Lead Optimization
- Drug Repurposing
- Safety Assessment
- Error Handling
scripts/search setup <api-key> 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 scripts/search "query" 20 | jq -r '.results[] | select(.source == "chembl") | .title' Find validated targets and compounds
What does the drug-discovery-search skill do?
End-to-end drug discovery platform combining ChEMBL compounds, DrugBank, targets, and FDA labels. Natural language powered by Valyu.
How do I install it?
Run `npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill drug-discovery-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.