Review code for bugs, security vulnerabilities, performance issues, and maintainability. Trigger with "review this code", "check t...

Triage and manage production incidents. Trigger with "we have an incident", "production is down", "something is broken", "there's ...

anthropics/knowledge-work-plugins

Design systems, services, and architectures. Trigger with "design a system for", "how should we architect", "system design for", "...

Write effective microcopy for user interfaces. Trigger with "write copy for", "help with UX copy", "what should this button say", ...

Performs quality control on single-cell RNA-seq data (.h5ad or .h5 files) using scverse best practices with MAD-based filtering an...

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Research customer questions by searching across documentation, knowledge bases, and connected sources, then synthesize a confidenc...

Structure and package support escalations for engineering, product, or leadership with full context, reproduction steps, and busin...

Write and maintain knowledge base articles from resolved support issues. Use when a ticket has been resolved and the solution shou...

Triage incoming support tickets by categorizing issues, assigning priority (P1-P4), and recommending routing. Use when a new ticke...

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Profile and explore datasets to understand their shape, quality, and patterns before analysis. Use when encountering a new dataset...

anthropics/knowledge-work-plugins

Build self-contained interactive HTML dashboards with Chart.js, dropdown filters, and professional styling. Use when creating dash...

anthropics/knowledge-work-plugins

Draft professional, empathetic customer-facing responses adapted to the situation, urgency, and channel. Use when responding to cu...

This skill should be used when scientists need help with research problem selection, project ideation, troubleshooting stuck proje...

Deep learning for single-cell analysis using scvi-tools. This skill should be used when users need (1) data integration and batch ...