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数据与研究 · SKILL.md

data-analysis-skill

data-analysis-skill

【数据与研究】Multi-expert parallel analysis workflow that selects 3-5 domain expert subagents to analyze datasets in parallel, synthesizes findings into interactive HTML reports with charts, and exports to PowerPoint one-click. Requires Python packages: pandas, openpyxl, tabulate, chardet.

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技能说明

GitHub

name: data-analysis-skill description: | Multi-expert parallel analysis workflow that selects 3-5 domain expert subagents to analyze datasets in parallel, synthesizes findings into interactive HTML reports with charts, and exports to PowerPoint one-click. Requires Python packages: pandas, openpyxl, tabulate, chardet. triggers:

  • "data analysis skill"
  • "parallel data analysis"
  • "dongzhang84"
  • "data HTML report"
  • "data to PowerPoint" das: type: skill category: data-visualization upstream: "https://github.com/dongzhang84/data-analysis-skill" upstream_path: "SKILL.md" version: latest install: true

data-analysis-skill

Catalogue stub — full skill: dongzhang84/data-analysis-skill

Decision tree

  1. Is the full skill already installed? Check whether the skill at this location still has a das: block:

    • Global: grep -q "^das:" ~/.agents/skills/data-analysis-skill/SKILL.md 2>/dev/null && echo "pointer" || echo "installed"
    • Project: grep -q "^das:" .agents/skills/data-analysis-skill/SKILL.md 2>/dev/null && echo "pointer" || echo "installed"
    • No das: block → full skill installed, invoke it and proceed
    • das: block present → go to step 2
  2. Detect scope, then install:

    To detect scope:

    [ -e ~/.agents/skills/data-analysis-skill ] && echo "global" || echo "project"
    

    Global (installed with -g):

    npx skills add dongzhang84/data-analysis-skill --skill data-analysis-skill -g -y
    

    Project (installed without -g):

    npx skills add dongzhang84/data-analysis-skill --skill data-analysis-skill -y
    

    Claude Code: send either command as a chat message starting with ! to run it without leaving the conversation.

Invoke after install

Skill name: data-analysis-skill, triggers: "data analysis skill", "parallel data analysis", "dongzhang84", "data HTML report", "data to PowerPoint"

What it does

Orchestrates a panel of 3-5 domain-specific expert subagents that analyze a dataset in parallel, each contributing a distinct analytical perspective. Results are synthesized into a single interactive HTML report with embedded charts. One-click PowerPoint export is available for presentation delivery. Requires Python environment with pandas, openpyxl, tabulate, and chardet installed.

When NOT to use

  • Single-chart generation — use d3js-skill or claud3 instead
  • Real-time streaming data dashboards
  • When Python dependencies cannot be installed in the environment
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