Managing genomics data and building analysis pipelines on DNAnexus requires learning complex APIs and patterns. This skill provides comprehensive guidance for app development, data management, and workflow execution on the DNAnexus cloud platform.

Investigating multiple independent failures sequentially wastes time. This skill provides a pattern for dispatching multiple agents in parallel to solve related problems concurrently.

Predict 3D binding poses between proteins and small molecule ligands using state-of-the-art diffusion models. Generate confidence-scored predictions for structure-based drug discovery and virtual screening campaigns.

DevOps teams struggle to manage complex cloud infrastructure across multiple environments. This skill provides ready-to-use Terraform templates, Kubernetes configurations, and CI/CD pipelines that follow industry best practices for security, scalability, and observability.

Get personalized feedback on your development work by analyzing your Claude Code chat history. Identify skill gaps and receive curated learning resources tailored to your actual coding patterns.

AI-generated code often contains unnecessary comments, defensive checks, and style inconsistencies that clutter your codebase. This skill scans git diffs and removes these patterns while preserving legitimate changes.

Denario automates the complete research pipeline from data analysis to publication. It uses AI agents to generate hypotheses, develop methodologies, execute experiments, and produce journal-formatted papers.

Process next-generation sequencing data for ChIP-seq, RNA-seq, and ATAC-seq experiments. Convert BAM files to normalized coverage tracks and generate publication-quality visualizations including heatmaps, correlation plots, and profile graphs.

Drug discovery requires predicting molecular properties like solubility and toxicity. DeepChem provides pretrained models and graph neural networks to predict these properties from molecular structures.

Organizations struggle to navigate complex data protection regulations. This skill provides expert guidance on GDPR, CCPA, HIPAA, and international privacy laws to help you implement compliant data practices.

Working with molecular data in Python requires complex RDKit code. Datamol provides simple functions for SMILES parsing, property calculation, and compound analysis.

Accessing demographic, economic, and health data from multiple global sources requires navigating complex APIs. This skill provides complete guidance for using the Data Commons Python client to query population statistics, unemployment rates, GDP figures, and other public datasets through a unified knowledge graph.

Processing large datasets that exceed available RAM causes memory errors and slow performance. Dask provides parallel computing abstractions that scale pandas and NumPy operations to handle terabyte-scale data on laptops or clusters.

Engineering leaders need structured approaches to technical debt, team scaling, and architecture decisions. This skill provides calculators, templates, and frameworks to make data-driven leadership decisions and track engineering excellence through DORA metrics.

Developers need clear guidance for creating well-structured pull requests that follow team conventions. This skill provides step-by-step instructions for creating PRs with proper descriptions, title formatting, and reviewer assignment following Sentry engineering practices.

Creating detailed implementation plans for coding tasks takes time and often results in missed steps. This skill transforms any coding request into a clear, actionable plan with scope boundaries, ordered checklist items, and identified open questions.

Cancer researchers need programmatic access to the world's largest somatic mutation database. This skill enables authenticated downloads of COSMIC cancer genomics data including mutations, gene annotations, and clinical variants for research and precision oncology.

Writing quality content requires research, structure, and continuous refinement. This skill acts as your collaborative writing partner, helping you outline ideas, conduct research with proper citations, improve hooks and introductions, and get real-time feedback on each section while preserving your unique voice.

This skill helps you create marketing content that ranks well in search engines and maintains a consistent brand voice across all channels. Use the included analyzer scripts to score your content before publishing.

Manually researching competitor ads takes hours of tedious work. This skill provides structured prompts to extract and analyze ads from Facebook Ad Library, LinkedIn, and other public sources, identifying successful messaging patterns and creative approaches.