Skill UI

This skill provides comprehensive guidance on leveraging d3.js (Data-Driven Documents) to create sophisticated, interactive, and publication-quality data visualizations. It covers core concepts like data binding, implementing various chart types (network graphs, geo-maps, etc.), handling complex transitions, and ensuring responsiveness across modern JavaScript frameworks (React, Vue, Vanilla JS). Learn the standard workflow for scale definition, axis creation, and drawing custom visual elements with fine-grained control.

This comprehensive guide serves as a quick reference for diagnosing and fixing the most common technical errors encountered in the Replit development environment. It covers critical infrastructure issues such as container lifecycle failures, port binding conflicts, Nix build failures, database limitations, and deployment timeouts, ensuring users can effectively troubleshoot and maintain continuous development workflows.

This guide identifies and explains common anti-patterns and critical pitfalls encountered when building applications on the Replit platform. Topics include data persistence, secret management, networking bindings, and environment configuration. Use this resource when conducting code reviews, onboarding new developers, or auditing existing Replit applications for best practices.

PyOpenMS provides Python bindings for OpenMS to drive complete mass spectrometry workflows, covering data IO, spectral processing, feature/peptide-protein identification, quantitation, and metabolomics pipelines.

A comprehensive guide to securing Kubernetes Role-Based Access Control (RBAC). It teaches best practices for implementing least-privilege policies, eliminating excessive cluster-admin bindings, utilizing namespace-scoped roles, and integrating external identity providers (OIDC) to mitigate risks like privilege escalation and unauthorized data access.

A comprehensive guide and tooling set for developing advanced custom visualizations in Power BI (PBIR) using Deneb. This skill guides users through authoring Vega and Vega-Lite specifications, handling complex JSON injection, data binding, and ensuring proper integration within Power BI reports. It is crucial for creating highly interactive and advanced BI dashboards.