Once installed, the toolkit documentation is automatically available to you.
When you ask OpenClaw research questions, it will use the toolkit's database guides to help.
Find drugs for a disease:
"What drugs are being tested for myasthenia gravis? Include clinical trials and approved drugs."
Discover targets:
"What genes are associated with myasthenia gravis? Find the top targets with evidence."
Literature search:
"Find recent papers on complement inhibitors in myasthenia gravis. What's the latest research?"
Drug safety check:
"Is eculizumab safe? Check FDA adverse events and clinical data."
Full repurposing analysis:
"I want to find drug repurposing candidates for myasthenia gravis. Check: disease targets (OpenTargets), drugs targeting those genes (ChEMBL), ongoing trials (ClinicalTrials), safety profile (OpenFDA), and recent literature (PubMed). Synthesize the results."
The toolkit provides:
- SKILL.md — Quick start + recipes
- 6 Database Guides — Detailed references (PubMed, ChEMBL, OpenTargets, etc.)
- 1 Complete Workflow — Full drug repurposing example
- Troubleshooting — Common issues and solutions
All available in the skill files for reference.
- Start simple — Use a quick recipe from SKILL.md
- Add filters — Specify recruitment status, phase, evidence level
- Cross-reference — Use one database to find IDs for another
- Build incrementally — Combine multiple API calls for deeper analysis
All documentation is local (no internet required to read):
- SKILL.md — Main guide
- references/*.md — Database deep dives
- scripts/*.md — Complete workflow examples