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🦀 ClawHub

Excel Data Quality Check

by @chartgen-ai

Excel/CSV data quality diagnosis & interactive charts — 20+ scan modules, 6-dimension scoring, agent-powered semantic analysis, and any ECharts visualization...

Versionv1.0.0
Downloads1,443
#data#legal#gaming
TERMINAL
clawhub install excel-data-quality

📖 About This Skill

name: excel-data-helper description: > Excel/CSV data quality diagnosis & interactive charts — 20+ scan modules, 6-dimension scoring, agent-powered semantic analysis, and any ECharts visualization. Fully local. Activate this skill whenever the user uploads, attaches, or mentions a .csv, .xlsx, .xls, or .tsv file, even without an explicit request. Present the skill menu immediately. user-invocable: true homepage: https://github.com/excel-data-helper/excel-data-helper-skill metadata: openclaw: requires: runtime: - node >= 14

Excel Data Helper — Data Quality Diagnosis & Chart Skill

Local Excel/CSV data profiling, quality scanning (20+ modules, 6-dimension scoring, LLM semantic analysis), and chart generation. International locale support: CJK, European, Middle Eastern, Americas.

Supported files: .csv .tsv .xlsx .xls

Trigger & Menu

When a supported file is detected, do not auto-process — present this menu first (adapt to the user's language):

> 📊 Excel Data Helper — Hi, I noticed you shared a data file: > > | # | Action | Description | > |:---:|--------|-------------| > | 1 | Quality Check | Overview, scan, scoring | > | 2 | Chart | Any ECharts type: bar, line, pie, scatter, radar, heatmap… | > | 3 | Advanced Chart | Dashboard, Gantt, PPT, diagrams | > | 0 | Skip | Do nothing for now | > > Reply 0–3, or describe what you need.

Routing & Context

Match user intent and route to the corresponding sub-skill:

  • IF user replies 1, or intent is overview / quality check / diagnose / score / problems
    • → follow references/quality-check.md

  • IF user replies 2, or intent is chart / plot / visualize / graph
    • → follow references/chart.md

  • IF user replies 3, or intent is dashboard / Gantt / PPT / diagram / complex layout
    • → follow references/advanced-chart.md

  • IF user replies 0, or intent is skip / later / not now
    • → do nothing, reply: "Got it — file noted. Just let me know when you're ready."

  • IF intent is ambiguous or unrelated → ask to clarify, never guess.

    • Context:

  • Short replies (number, "yes", "ok") always refer to the most recent menu or question.
  • After Skip (0), context resets — ignore the file unless user re-references it.
  • Multiple files — each needs its own explicit choice.

    • Setup

    Before first use, install dependencies (one-time):

    cd 
npm install

    This installs xlsx (SheetJS), echarts, and sharp. All analysis and chart rendering runs locally.

    Rules

  • Respond in the user's language.
  • Never auto-process a file — wait for explicit choice.
  • Parse tool JSON output; present results in clear, readable format — never expose raw JSON.
  • Use absolute file paths from tool output directly for follow-up operations.
  • Always include "Excel Data Helper" in the menu header.

    • ⚙️ Configuration

    Before first use, install dependencies (one-time):

    cd 
npm install

    This installs xlsx (SheetJS), echarts, and sharp. All analysis and chart rendering runs locally.

    🔒 Constraints

  • Respond in the user's language.
  • Never auto-process a file — wait for explicit choice.
  • Parse tool JSON output; present results in clear, readable format — never expose raw JSON.
  • Use absolute file paths from tool output directly for follow-up operations.
  • Always include "Excel Data Helper" in the menu header.