图表分析

SkillAI & models

Lets your agent create business charts from your current data for visualization.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the 图表分析 skill

About this capability

Selects and generates appropriate business charts based on the current data (visualization)

What this skill tells your AI

The instructions your AI receives, as published by zafer-liu/data-analysis-agent in skills/chart/SKILL.md and read by ahel’s review.

先检查字段、口径和数据量,再查询绘图所需的最小数据集。根据比较、趋势、分布、关系或构成目标选择图形;标题、坐标轴和单位必须明确。若用户未指定图形,说明选择理由并生成最合适的一种。

Tool routing

  1. Use get_schema to inspect available tables and fields.
  2. Use query_data to verify the minimum data needed for the chart and avoid guessing column names.
  3. Use select_chart when the user intent does not already determine a chart type.
  4. If select_chart has no valid candidate, use ask_user to clarify the visualization goal; do not call generate_chart directly.
  5. Use generate_chart with the selected chart id and explicit field mapping.

Implementation reference

  • Tool entries: agent/tools/business/data.py::_tool_select_chart, agent/tools/business/data.py::_tool_generate_chart
  • Chart implementation: Function/Charts_generation/chart_generate.py
  • Chart catalog: Function/Charts_generation/charts/

Signals

GitHub stars
3k
Forks
221
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
chart-zafer-liu
Source
github.com/zafer-liu/data-analysis-agent