AIASys Data Visualization Guide

What problem does it solve?

This Skill eliminates inconsistent, non-compliant data visualization outputs from AIASys data analyst agents, which can cause frontend rendering errors, require time-consuming manual formatting fixes, and violate platform display protocols.

Core Features & Use Cases

• ECharts Interactive Chart Standards: Defines the required file structure, save path, and directive usage for interactive ECharts chart assets that render natively in the AIASys workspace.
• CSV Table Preview Rules: Specifies how to save and reference CSV files to enable inline table display in final agent outputs.
• Static Image Fallback Guidelines: Outlines approved scenarios and correct referencing methods for matplotlib-generated static images when interactive charts are not suitable.
• Prohibited Practice Enforcement: Explicitly bans base64 image embedding to prevent bloated message history and frontend parsing errors. Use case: When a data analyst agent generates a quarterly sales trend chart for an AIASys workspace report, this Skill ensures the chart is saved as a compliant ECharts asset and referenced correctly to display properly for end users.

Quick Start

When you need to output a data visualization in an AIASys workspace, follow this Skill's ECharts first rule to save chart assets to the _charts directory and reference them with the aiasys-file directive in your final response to ensure correct rendering.