dashboard
GitHub该技能用于规划业务数据仪表盘。通过单轮询问收集用户需求，动态生成包含多种图表组件的HTML看板文件，支持离线下载。
Trigger Scenarios
Install
npx skills add Zafer-Liu/Data-Analysis-Agent --skill dashboard -g -y
SKILL.md
Frontmatter
{
"icon": "📊",
"name": "dashboard",
"description": "规划业务数据仪表盘\/看板（dashboard）",
"allowedTools": [
"get_schema",
"query_data",
"ask_user",
"propose_dashboard_outline"
]
}
仪表盘规划
通过 ask_user 单轮询问收集用户需求，再动态生成 HTML 看板文件。
三阶段工作流
Phase 1 — 理解数据
Call get_schema ONCE. Run 1-3 lightweight queries to understand tables and columns. After data exploration, IMMEDIATELY proceed to Phase 2 in the SAME turn. Do NOT stop or wait.
Phase 2 — Collect requirements via ask_user (SINGLE question)
Call ask_user ONCE with a single multi-select question asking what the user wants on the dashboard. Derive 4-6 options from actual data columns. Use real column names. Ask in user language. After ask_user returns, IMMEDIATELY proceed to Phase 3 in the SAME turn. Do NOT ask again.
Phase 3 — Design and propose (SAME turn as Phase 2 answer)
Build 2-6 widgets using ONLY metrics the user selected. Each widget needs valid SQL, ONLY real table/column names. NEVER fabricate names. KPI_Card: SQL returns 1 row; col1=value, col2=subtitle, col3=trend_pct. Grid: w=3,h=2. Bar_Chart / Line_Chart: field_mapping: x, y Grouped_Bar_Chart: field_mapping: x, value_cols=[col1,col2,...] Stacked_Bar_Chart: field_mapping: x, y=[col1,col2,...] Pie_Chart: field_mapping: label, value Scatter_Plot: field_mapping: x, y, color(opt) Area_Chart: field_mapping: x, y Heatmap: field_mapping: x, y, value Layout: KPI cards at y=0 (w=3,h=2 each), charts below at y=2+. Total width=12 units. Call propose_dashboard_outline(name=..., widgets=[...]). Output NOTHING after the tool call.
CRITICAL RULES
- Call ask_user EXACTLY ONCE. Never call it twice.
- After the user answers ask_user, you MUST call propose_dashboard_outline in the same turn.
- Do NOT output text after ask_user or propose_dashboard_outline.
- Do NOT manually call generate_chart — the dashboard system handles chart creation.
HTML export note
After generate_dashboard succeeds, the result includes a download-HTML link. Mention it naturally: You can also download the HTML file to view offline.
Implementation reference
- Proposal tool entry:
agent/tools/business/export.py::_tool_propose_dashboard_outline - Generation tool entry:
agent/tools/business/export.py::_tool_generate_dashboard
Version History
- d6a2c3e Current 2026-07-24 12:12
