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visualization-ops-skill

Converts qualifying text queries into visual outputs via JsxCreate or ChartRender.

94|9|Updated Dec 8, 2025
Search Tags:#ui#charts#data#visualization#jsx#render#echarts
One-click install
npx skills add https://github.com/OpenLoaf/OpenLoaf --skill visualization-ops-skill
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: visualization-ops-skill
Source: https://github.com/OpenLoaf/OpenLoaf/tree/main/apps/server/src/ai/builtin-skills/visualization-ops
Command: npx skills add https://github.com/OpenLoaf/OpenLoaf --skill visualization-ops-skill

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Visualization-heavy prompts require structured visuals rather than plain text. This skill ensures outputs are rendered via JSX or charts, improving clarity and decision support.

Core Features & Use Cases

  • Render visual outputs: choose between live JSX cards or ECharts charts to present results.
  • Tool interoperability: works with JsxCreate and ChartRender to produce polished visualizations in chat.
  • Use Case: generate a mini dashboard showing 3+ metrics from a dataset.

Quick Start

Provide a data prompt that requires visuals, and I will render the result using JsxCreate or ChartRender.

Frequently Asked Questions about visualization-ops-skill

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

FAQPage Schema
How do I render visual charts instead of plain text for dashboard prompts?▼

You can render visual charts by applying this skill to data prompts requiring 3+ structured items. It loads JsxCreate or ChartRender ahead of data-fetch tasks to automatically generate JSX cards or ECharts visualizations instead of plain text.

What is the best way to display structured data comparisons in a chat interface?▼

The best way to display structured data comparisons is by rendering JSX cards. This skill intercepts prompts with 3+ structured items and uses JsxCreate to generate visual cards, improving clarity and decision support directly in the chat.

Can I use ECharts to visualize report metrics from my dataset?▼

Yes, you can use ECharts to visualize report metrics. This skill leverages ChartRender to transform dataset prompts containing 3+ metrics into structured ECharts visual outputs, suitable for generating mini dashboards and reports.

Do I need to format my data before using ChartRender or JsxCreate?▼

You do not need to manually format data before using ChartRender or JsxCreate. This skill loads ahead of data-fetch tasks, automatically identifying structured items from your prompt to ensure the final output is a rendered visual.

When should I choose JSX cards over ECharts charts for my visualization?▼

Choose JSX cards over ECharts charts when presenting discrete structured items like comparisons or reports. This skill selects between JsxCreate for interactive card layouts and ChartRender for data-driven charts based on the prompt's visual requirements.

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