Traction scoreGitHub stars can be faked, so popularity alone can be misleading. Traction Score looks for broader signs of real attention, adoption, and active maintenance.
This collection provides structured capabilities for interacting with critical scientific repositories, including AlphaFold, ChEMBL, and ClinVar. It enables researchers to automate the retrieval of protein structures, chemical data, and clinical trial information.
By integrating tools for variant analysis via AlphaGenome and database queries through dbSNP and EMBL-EBI, the repository streamlines the transition from raw biological data to actionable scientific insight.
WHO IT'S FOR
Computational biologists
automate genomic and protein data retrieval
AI agent / automation builders
build grounded scientific AI workflows
Pharmacologists and drug discovery researchers
query chemical and clinical trial data
Geneticists and variant analysts
analyze genetic variants across multiple databases
Compatible AgentsThe repository documents support for these agents. The skills may also work with other agents that can load SKILL.md files, but they may need some setup or small changes.