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developing-with-holoviz

Build interactive HoloViz dashboards with Panel, Param, and hvPlot.

3|Updated May 31, 2023
Search Tags:#dashboards#visualization#reactivity#panel#holoviz#data-apps
One-click install
npx skills add https://github.com/Subaru-PFS/spt_etc_webapp --skill developing-with-holoviz
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: developing-with-holoviz
Source: https://github.com/Subaru-PFS/spt_etc_webapp/tree/main/.claude/skills/developing-with-holoviz
Command: npx skills add https://github.com/Subaru-PFS/spt_etc_webapp --skill developing-with-holoviz

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill provides a structured routing system for building interactive dashboards, data apps, and visualizations, preventing the common pitfalls of flickering layouts and broken reactive wiring in the HoloViz ecosystem.

Core Features & Use Cases

  • Interactive Dashboards: Create reactive tools using Panel, Param, and hvPlot.
  • Component Composition: Build complex, reusable UI components using the Viewer class pattern.
  • Use Case: If you need to build a scientific data explorer with linked plots, custom widgets, and a responsive layout, this Skill guides you through the correct architecture to ensure state remains consistent and performance stays high.

Quick Start

Use the developing-with-holoviz skill to guide the creation of a new Panel dashboard that includes reactive parameters and interactive plots.

Frequently Asked Questions about developing-with-holoviz

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I build a reactive dashboard with Panel that avoids layout flickering?▼

To build a reactive dashboard without layout flickering, use a structured routing framework for the HoloViz ecosystem that ensures proper component lifecycle management and reactive wiring, maintaining consistent state and high server-side performance.

How do I create reusable UI components for data apps using the Viewer class pattern?▼

You can create reusable UI components for data apps by applying the Viewer class pattern within the HoloViz ecosystem. This method facilitates complex component composition while ensuring optimized state management and reactive wiring across your Python-based web applications.

What is the best way to link interactive plots and custom widgets in a Python web application?▼

The best way to link interactive plots and custom widgets is by using HoloViz tools like Panel, Param, and hvPlot. This ecosystem provides a comprehensive routing framework to construct reactive visualizations with optimized server-side performance in Python-based web applications.

Why does my HoloViz data app have broken reactive wiring and inconsistent state?▼

Broken reactive wiring and inconsistent state in HoloViz data apps often occur without a structured routing system. Using this Skill's framework ensures adherence to best practices for component lifecycle and reactive wiring, preventing these common pitfalls.

Do I need hvPlot and Param to build interactive data visualizations with Panel?▼

Yes, hvPlot and Param are integral parts of the HoloViz ecosystem used alongside Panel to build interactive data visualizations. They work together to facilitate the construction of reactive dashboards, custom UI components, and complex data visualizations.

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