How does it handle large datasets?

The skill integrates with the HoloViz ecosystem, recommending tools like Datashader for rendering large datasets and implementing performance optimizations like lazy-loading.

Does this skill support real-time data updates?

Yes, the skill includes specific implementation patterns for real-time streaming, periodic callbacks, and live UI updates suitable for monitoring applications.

Can I apply professional themes like Material Design?

Absolutely. The skill provides guidance on using MaterialTemplate, BootstrapTemplate, and custom CSS to create polished, enterprise-ready user interfaces.

What are the required Python dependencies?

To use the code generated by this skill, you typically need panel >= 1.3.0, param >= 2.0.0, bokeh >= 3.0.0, and a Tornado web server.

What is the Panel Dashboards skill for Claude?

It is a specialized capability for Claude Code designed to help developers architect and code complex, interactive web applications and dashboards using Python's Panel and Param libraries.

Panel Interactive Dashboards

Name: Panel Interactive Dashboards
Author: uw-ssec

byuw-ssec

•

Data Science & ML

Builds sophisticated, reactive web applications and data dashboards using the HoloViz Panel and Param framework.

The Panel Dashboards skill empowers Claude to architect and implement professional-grade Python web applications using the Panel framework. It specializes in creating component-based user interfaces, managing reactive state with Param, and deploying interactive dashboards that scale from simple research tools to complex enterprise systems. By leveraging this skill, developers can implement advanced layout management, real-time data streaming, multi-page application patterns, and seamless integration with the broader HoloViz ecosystem for high-performance data visualization.

Key Features

01Reactive state management and event-driven pipelines with Param classes

02Professional theming support for Material Design and Bootstrap templates

0318 GitHub stars

04Component-based UI development using Row, Column, Tabs, and Grid layouts

05Real-time data streaming and periodic background updates for live monitoring

06Integrated file handling and processing for CSV and Excel data uploads

Use Cases

01Creating real-time KPI monitoring dashboards for enterprise metrics

02Building interactive data exploration and scientific analysis tools

03Developing multi-page internal administrative interfaces with complex forms

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add uw-ssec/rse-plugins panel-dashboards

For use in Claude.ai and ChatGPT

Download Skill