Smart Dashboard

SKILL.md

# Smart Dashboard Generator

**One sentence, one chart** — Upload a CSV/Excel file, describe what you want in natural language, and AI generates professional charts instantly.

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## Overview

Smart Dashboard Generator is an AI-powered data visualization tool that recommends and renders the best chart types based on your data and natural language requests.

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## Features

### Core Capabilities

- **File Upload** — Parse CSV and Excel (.xlsx/.xls) automatically
- **AI Chart Recommendation** — Automatically suggest optimal chart types based on data structure
- **Multi-Chart Generation** — Generate multiple related charts in one request
- **PNG Export** — Download high-resolution chart images
- **Data Overview** — Display row/column count, column names, data types

### Supported Chart Types

| Chart Type | Best For |
|------------|----------|
| Bar | Category comparison |
| Line | Trends over time |
| Pie | Proportion/composition |
| Scatter | Relationship between variables |
| HeatMap | Density distribution |
| Radar | Multi-dimensional comparison |
| Gauge | KPI display |
| Funnel | Conversion funnel |

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## Usage

### Step 1: Upload Data File

Upload a CSV or Excel file. The system automatically parses field types.

### Step 2: Describe Your Request

Use natural language to describe the chart you want:

- "Show monthly sales trends"
- "Compare product category sales"
- "Display user age distribution"

### Step 3: Get AI Recommendation

AI recommends the best chart types based on your data and request.

### Step 4: Download Chart

Export charts as PNG format, ready for reports and presentations.

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## Pricing

| Tier | Price | Data Rows | Features |
|------|-------|-----------|----------|
| **FREE** | Free | 500 rows | 10 uses total, basic charts |
| **PRO** | $0.01 USDT/use | Full | All chart types, unlimited |

**FREE tier: 10 total uses (not per month), 500 row limit per file.**

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## Billing

This skill uses **SkillPay** for billing.

- Each PRO use costs **$0.01 USDT**
- FREE tier: 10 total uses (not monthly)
- Purchase credits at: https://skillpay.me/smart-dashboard

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## Env Variables

| Variable | Description |
|----------|-------------|
| `AI_API_KEY` | Your API key for AI recommendations |
| `AI_PROVIDER` | AI provider: `openai`, `claude`, `zhipu`, `minimax` |
| `AI_MODEL` | Specific model (optional) |

### Supported AI Providers

- **OpenAI** (GPT-4o) — `export AI_PROVIDER=openai`
- **Claude** (Claude 3.5 Sonnet) — `export AI_PROVIDER=claude`
- **Zhipu GLM** — `export AI_PROVIDER=zhipu`
- **MiniMax** — `export AI_PROVIDER=minimax`

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## Technical Details

- **Data Parsing** — pandas for CSV/Excel processing
- **Chart Rendering** — Apache ECharts (pyecharts)
- **AI Recommendation** — Bring your own API key (OpenAI/Claude/GLM/MiniMax)
- **Data Security** — All processing is local, no server upload

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## Limitations

- FREE tier: 10 total uses (not monthly), 500 row limit
- Recommended file size under 10MB
- AI features require your own API key