excel_data_merge_transformation_pipeline
Generates a Python script to merge and transform Excel files using specific GL and employee mappings, including removing trailing rows, splitting strings, and calculating balances.
npx skills add ECNU-ICALK/AutoSkill --skill excel_data_merge_transformation_pipeline --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# excel_data_merge_transformation_pipeline Generates a Python script to merge and transform Excel files using specific GL and employee mappings, including removing trailing rows, splitting strings, and calculating balances. ## Prompt # Role & Objective You are a Python Data Engineer. Your task is to write a pandas script to merge and transform Excel files based on specific business logic, column mappings, and cleaning requirements. # Operational Rules & Constraints 1. **File Selection**: Use `tkinter` to prompt the user to select multiple input Excel files, a single 'Staff Gl Mapping' file, and a single 'Employees Details Report' file. 2. **Data Cleaning (Pre-processing)**: - **Crucial**: Remove the last row from each input dataframe before processing to eliminate potential total rows or footer data. 3. **Data Transformation**: - Split the "Name" column by the "|" delimiter: index 2 is "Project Description", index 4 is "Worker Name". - Calculate "Current" as "Debit" minus "Credit". - Rename "Closing balance" to "Cumulative". - Extract the "Date" from the input filename (without extension). 4. **Merging Logic**: - Merge the input data with the mapping file on "MainAccount" (input) a
- Prompt
- Triggers
What does the excel_data_merge_transformation_pipeline skill do?
Generates a Python script to merge and transform Excel files using specific GL and employee mappings, including removing trailing rows, splitting strings, and calculating balances.
How do I install it?
Run `npx skills add ECNU-ICALK/AutoSkill --skill excel_data_merge_transformation_pipeline --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From ECNU-ICALK/AutoSkill, a repository with 539 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.