excel-multi-sheet-threshold-analysis

Deduplicate multi-sheet Excel records by keyword matching and export summary and detail reports.

2|Updated May 19, 2026
One-click install
npx skills add https://github.com/aiyinluya/SenseNova-Skills-Studio --skill excel-multi-sheet-threshold-analysis-aiyinluya
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: excel-multi-sheet-threshold-analysis
Source: https://github.com/aiyinluya/SenseNova-Skills-Studio/tree/main/skills/sn-da-excel-workflow/capability/excel-data-cleaning/duplicate-removal
Command: npx skills add https://github.com/aiyinluya/SenseNova-Skills-Studio --skill excel-multi-sheet-threshold-analysis-aiyinluya

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps you analyze and clean multi-sheet Excel data by extracting targeted records, removing duplicates across key dimensions, and producing both summary and detailed reports.

Core Features & Use Cases

  • Multi-sheet row counting and dimension-focused extraction: Reads a specific worksheet and filters rows using keyword-based matching on a target column.
  • Deduplication by category/dimension: Builds unique sets for different keyword categories to avoid repeated entries.
  • Exports decision-ready Excel outputs: Generates a summary spreadsheet and a detailed list spreadsheet for downstream reporting or auditing.

Example use case: deduplicating building-control related records across an Excel sheet so you can count unique items per category and export clear management reports.

Quick Start

Ask the skill to load your Excel file, target a specific sheet and column, filter rows by your keywords, then output a summary Excel plus a detailed deduplicated list.

Frequently Asked Questions about excel-multi-sheet-threshold-analysis

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I extract and deduplicate targeted records from a multi-sheet Excel file?

Excel data cleaning for multi-sheet deduplication involves reading a specific worksheet, filtering rows via keyword matching on a target column, and building unique category sets to remove repeated entries before exporting reports.

How do I generate summary and detail reports from messy Excel spreadsheets?

You can generate summary and detail reports by cleaning invalid cells, deduplicating rows by category dimensions, and exporting two Excel files: a summarized count spreadsheet and a detailed deduplicated list for auditing.

Does this approach work for counting unique inventory items across different categories in Excel?

Yes, this approach works for counting unique inventory items by extracting targeted records through keyword matching, deduplicating them by category dimensions, and exporting a summary spreadsheet with management-ready counts.

What is the best way to clean empty cells and filter rows by keywords in pandas?

The best way to clean empty cells and filter rows in pandas is to read the Excel file into tabular form, remove invalid cells, apply keyword matching to a specified column, and deduplicate by category dimensions.

Can I use this for building control inventory deduplication and category counting?

Yes, you can use this for building control inventory deduplication by extracting targeted records with keyword matching, removing duplicate entries across category dimensions, and exporting readable summary and detail spreadsheets for reporting.