An AI-powered spreadsheet assistant designed to clean, transform, and merge complex Excel and CSV datasets with professional-grade precision.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install excel-csv-master
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install excel-csv-master using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Excel/CSV Master?
Excel/CSV Master is a comprehensive skill designed to eliminate the manual drudgery associated with spreadsheet management. By leveraging this tool within the ecosystem of Openclaw Skills, users can automate sophisticated data processing tasks that typically require advanced Python knowledge or complex Excel macros. Whether you are dealing with broken formatting, missing entries, or the need to consolidate hundreds of files, this skill provides a robust, AI-driven framework to ensure data integrity and actionable insights.
This skill bridges the gap between raw data and business intelligence by providing specialized modules for cleaning, reshaping, and merging datasets. It is an essential asset for professionals who want to enhance their productivity using Openclaw Skills to handle millions of rows without breaking a sweat.
Excel/CSV Master Use Cases
- Automated data cleaning for messy CSV exports containing duplicates and missing values.
- Merging multiple monthly financial reports into a single consolidated master sheet.
- Generating complex Excel formulas for conditional sums and lookups using AI prompts.
- Batch processing large directories of spreadsheets to apply uniform styling and formatting.
- Converting long-format datasets into pivot tables for quick business analysis.
How Excel/CSV Master Works
- Input your Excel or CSV file into the AI agent interface.
- Describe the desired outcome, such as cleaning duplicates or merging specific columns.
- The skill analyzes the data schema and identifies data types like dates, currency, and IDs.
- It executes Python-based transformations or generates optimized Excel formulas based on the context.
- Review the processing report detailing exactly how many rows were modified or cleaned.
- Export the final, polished dataset in your preferred format.
Excel/CSV Master Setup
To get started with this skill in your environment, follow these steps:
# Install the necessary data processing dependencies
pip install pandas openpyxl scipy
After installation, enable the Excel/CSV Master module within your agent settings to begin using these Openclaw Skills for your data workflows.
Excel/CSV Master Data Schema & Taxonomy
The skill handles various data structures and provides metadata on every operation to maintain transparency.
| Component | Description |
|---|---|
| Input Formats | .xlsx, .csv, .xls, .tsv |
| Data Structures | DataFrames, Pivot Tables, Multi-index Tables |
| Metadata | Row/Column counts, null-value distribution, duplicate flags |
| Output | Cleaned files, processing logs, AI-generated formula snippets |
Excel/CSV Master Advanced Features
- Smart data type identification for automatic recognition of phone numbers, emails, and global currency formats.
- High-performance batch processing capable of handling 100+ files or millions of rows simultaneously.
- Automated error detection for circular references, formula inconsistencies, and data outliers.
- VLOOKUP replacement using high-speed Python join operations for superior performance on large datasets.
- Custom styling hooks to apply corporate branding and conditional formatting to generated Excel files automatically.
SKILL.md
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