Transform datasets into publication-ready research by automating hypothesis generation, methodology development, computational experiments, and LaTeX paper writing. Multiagent AI coordinates specialized agents for end-to-end research pipelines.

Process chemical data efficiently with a Pythonic interface to RDKit. Datamol simplifies complex cheminformatics operations while maintaining full compatibility with the RDKit ecosystem.

Cancer researchers need comprehensive mutation data for studies. This skill provides programmatic access to the COSMIC database containing millions of somatic mutations, curated cancer gene lists, and mutational signatures for precision oncology research.

ClinVar contains critical variant classifications for clinical genetics, but accessing and interpreting this data requires specialized knowledge. This skill provides comprehensive guidance for querying ClinVar via web interface, API, or FTP downloads, with detailed interpretation guidelines for clinical significance classifications.

Access ClinPGx to retrieve pharmacogenomics data including gene-drug interactions, CPIC guidelines, and allele function information. This skill supports precision medicine by providing clinical decision support for genotype-guided medication dosing.

Clinical researchers need evidence-based documents for drug development and regulatory submissions. This skill creates publication-ready clinical decision support documents with biomarker stratification and GRADE evidence grading.

This skill helps researchers find papers, extract metadata, and generate properly formatted BibTeX entries. It validates existing citations and ensures reference accuracy for scientific writing and publication.

Design and simulate quantum circuits using Google's Cirq framework. This skill provides comprehensive documentation for building quantum circuits, noise modeling, hardware integration, and running experiments on quantum computers and simulators.

Researchers waste hours manually searching bioRxiv for relevant preprints. This skill automates literature discovery with precise filtering by keywords, authors, date ranges, and scientific categories.

Process DNA, RNA, and protein sequences efficiently using Biopython. Access NCBI databases programmatically, perform sequence alignments, and automate complex bioinformatics pipelines for research applications.

Biomni transforms complex biomedical research by autonomously executing multi-step analysis tasks. Researchers can focus on scientific questions while AI handles data processing, literature review, and computational analysis across genomics, drug discovery, and clinical domains.

Working with astronomical data requires handling complex coordinate systems, file formats, and calculations. This skill provides guidance for using Astropy to process celestial coordinates, FITS files, and cosmological computations.

Researchers need efficient access to computational protein structure predictions for drug discovery and structural biology studies. This skill provides direct access to AlphaFold DB's 200M+ AI-predicted protein structures, enabling retrieval by UniProt ID, download of coordinate files, and analysis of confidence metrics.

Protein design requires experimental validation. Adaptyv provides API access to a cloud laboratory for automated testing of binding affinity, expression levels, thermostability, and enzyme activity. Get experimental results in approximately 21 days.

Research branches pile up and become difficult to manage. This skill automatically detects, merges, and organizes research findings from Claude Code Web sessions into actionable GitHub issues.

Doctoral researchers need to connect recent IT news with verifiable scientific publications but lack a systematic method. This skill bridges news and peer-reviewed evidence, delivering enriched metadata ready for academic use.

Developers often struggle with outdated or incomplete documentation when working with software libraries. The Context7 skill connects to the Context7 API to retrieve up-to-date documentation, code examples, and API references for any supported library or framework.

Need current information from the web? This skill connects Claude to AI-powered search engines for real-time research and content extraction.

Finding accurate information online and extracting relevant content from web pages is time-consuming. This skill connects Claude to powerful AI search engines like Tavily and Exa for instant research and content extraction.

AI assistants cannot access current information from the internet. This skill enables web search and content extraction using Tavily and Exa APIs through the inference.sh CLI, allowing Claude, Codex, and Claude Code to gather real-time information and research any topic.