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ClinPGx (Clinical Pharmacogenomics Database) is a comprehensive resource for clinical pharmacogenomics information, successor to PharmGKB. It consolidates data from PharmGKB, CPIC…
Fetch up-to-date Railway documentation to answer questions accurately.
The Gene Expression Omnibus (GEO) is NCBI's public repository for high-throughput gene expression and functional genomics data. GEO contains over 264,000 studies with more than 8…
ClinVar is NCBI's freely accessible archive of reports on relationships between human genetic variants and phenotypes, with supporting evidence. The database aggregates informatio…
Test-Driven Development (TDD):
USPTO provides specialized APIs for patent and trademark data. Search patents by keywords/inventors/assignees, retrieve examination history via PEDS, track assignments, analyze ci…
Systematically identify and fix all failing tests using smart grouping strategies.
Claiming work is complete without verification is dishonesty, not efficiency.
OpenRLHF is a Ray-based RLHF framework optimized for distributed training with vLLM inference acceleration.
Slash commands are frequently-used prompts defined as Markdown files that Claude executes during interactive sessions. Understanding command structure, frontmatter options, and dy…
