Michael
Community@michaelyang-lyx · Shen Zhen
AI · Web3 · Big Data
Agent Skills by Michael
Showing 44 vetted skills indexed across 1 GitHub repositories.
MichaelYang-lyxsn-da-large-file-analysis
Converts large Excel files to Parquet using streaming reads and memory optimization.
MichaelYang-lyxsn-da-excel-workflow
Orchestrate multi-sheet Excel data workflows with Parquet optimization.
MichaelYang-lyxsn-da-image-caption
Caption charts, tables, UI screenshots, and diagrams into structured data.
MichaelYang-lyxexcel-multi-sheet-threshold-analysis
Count rows across Excel sheets, deduplicate dimensions, and export summary and detail reports.
MichaelYang-lyxinvalid-data-cleaning
Clean large Excel data with conditional Parquet conversion and regex text cleaning.
MichaelYang-lyxexcel-smart-analysis-and-cleaning
Clean and reconcile multisheet Excel data with pandas and openpyxl.
MichaelYang-lyxtext-normalization-and-large-file-processing
Normalize numeric prefixes and extract Chinese characters from Excel data.
MichaelYang-lyxnumeric-format-normalization
Normalize numeric columns in Excel workbooks and verify totals against a Summary sheet.
MichaelYang-lyxoutlier-detection-and-quality-assessment
Detect outliers and assess data quality in non-normal tabular datasets.
MichaelYang-lyxexcel-bar-chart-visualization
Consolidate multi-sheet Excel data, clean merged cells, and generate bilingual bar charts.
MichaelYang-lyxstacked-chart-visualization
Convert percentage strings into numeric values and render stacked bar charts.
MichaelYang-lyxpie-chart-data-analysis
Analyze multi-sheet Excel and CSV data and generate a downloadable pie-chart report.
MichaelYang-lyxstatistical-distribution-and-outlier-analysis
Analyzes numeric datasets to reveal distributions and detect outliers.
MichaelYang-lyxline-chart-visualization
Cluster Excel data and generate multi-dimensional trend and distribution charts.
MichaelYang-lyxexcel-statistical-viz-large-file
Analyze large Excel datasets with pandas, numpy, matplotlib, and scipy.
MichaelYang-lyxexcel-conditional-comparison-and-large-file-processing
Compare labeled coefficients across Excel sheets and highlight anomalies in red.
MichaelYang-lyxlarge-file-parquet-analysis-and-highlight
Convert large Excel workbooks to Parquet and highlight maximum metric rows.
MichaelYang-lyxtop-value-coloring
Merge Excel sheets, compute top-N values, and format highlights with openpyxl.
MichaelYang-lyxexcel-outlier-detection-and-highlighting
Detect Excel cells exceeding thresholds and highlight errors red.
MichaelYang-lyxlarge-file-conditional-formatting
Switch large Excel files to Parquet-based reading for faster data ingestion.
MichaelYang-lyxformatted-export-with-parquet
Scan Excel workbook sheets, apply criteria, and export red-highlighted matching rows.
MichaelYang-lyxchart-embedded-export
Extract classification distributions, clean text, and compute cross-tabulated statistics for analysis reports.
MichaelYang-lyxexcel-sheet-filter-export
Filter multi-sheet Excel records and export results to a new file.
MichaelYang-lyxexcel-data-analysis-and-report-generation
Extract multi-type Excel data and generate analysis reports with charts.