Smart Dashboard Generator
Paste the following prompt into your AI chat to install this skill:
Please follow https://skillhub.cn/install/skillhub.md to install @user_26bdbd50/smart-dashboard.
About this skill
Problem
When business data is still in CSV or Excel files, creating charts often requires selecting fields, choosing chart types, and adjusting styling. Smart Dashboard compresses the workflow: upload data, describe the requirement in natural language, and download a PNG. It is useful for quickly validating trends, comparing categories, showing shares, and highlighting key metrics, not as a replacement for full BI modeling.
Capabilities and workflow
The skill turns tabular data into recommended charts:
- File parsing: supports CSV, .xlsx, and .xls, with automatic field type detection.
- AI recommendation: suggests chart types based on data characteristics and the request, and can generate multiple related charts.
- Chart coverage: includes bar, line, pie, scatter, heatmap, radar, gauge, and funnel charts.
- Export: produces PNG output for reports or slides.
The source notes that parsing uses pandas, rendering uses Apache ECharts, and recommendations can use GPT-4o, Claude, Zhipu GLM, or MiniMax.
Boundaries and notes
The free tier is 10 total trials, not 10 per month; row limits depend on the plan, and files under 10MB are recommended. It fits quick visualization of small-to-medium tabular data. For complex metric systems, real-time dashboards, or permission management, pair it with a BI platform.
Use Cases
- A marketer receives monthly sales data and needs a bar chart PNG for a category comparison in a weekly report.
- An analyst cleans customer Excel data and needs a line chart PNG to show 12-month activity in a review.
- A product manager prepares growth review and needs a funnel chart PNG for signup, activation, and paid conversion.
- A consultant prepares quarterly review and needs a heatmap PNG for regional sales distribution in a slide deck.
Best For
- Operations staff writing business weekly reports who need to turn sales Excel into comparable charts for PPT.
- Product managers doing growth analysis who need natural-language generation of funnel and trend chart PNGs.
- Analysts presenting data reviews who need to export multiple related chart images quickly before review.
- Business consultants doing project acceptance who need dashboards or radar charts from metrics for non-technical stakeholders.
Related Skills
Generate Markdown public opinion reports by calling an internal service with MIDU_API_KEY.
Extracts Google AI Mode answers, standard SERP, AI Overviews, and citations via Pangolin APIs, with multi-turn follow-ups and region support.
Provides break-even analysis frameworks and templates without code execution, outputting structured recommendations.
Generate web reports from existing analysis data with classic or PPT-style layouts, Chart.js charts, and keyboard/touch navigation.