Agent Skills by Wei Mao
Showing 62 vetted skills indexed across 1 GitHub repositories.
Weiwei-Maocontent-research-writer
Research topics, add citations, and provide section feedback for content writing.
Weiwei-Maonetworkx
Create, manipulate, analyze, and visualize complex networks and graphs in Python.
Weiwei-Maoscientific-brainstorming
Generate novel research hypotheses through conversational brainstorming sessions.
Weiwei-Maopymc-bayesian-modeling
Builds and validates Bayesian models using the PyMC library.
Weiwei-Maopaper-2-web
Convert LaTeX and PDF academic papers into websites, videos, and posters.
Weiwei-Maoperplexity-search
Search the web via Perplexity models through LiteLLM and OpenRouter.
Weiwei-Maoresearch-lookup
Search academic papers and technical documentation with citations via Perplexity Sonar models.
Weiwei-Maoshap
Compute SHAP feature attributions and generate explanation plots for machine learning models.
Weiwei-Maoumap-learn
Reduce high-dimensional datasets to lower dimensions using UMAP manifold learning.
Weiwei-Maosympy
Perform symbolic mathematics computations using the SymPy library in Python.
Weiwei-Maovaex
Process and visualize tabular datasets exceeding available RAM with out-of-core DataFrames.
Weiwei-Maodask
Provide distributed and parallel computing for Python data processing.
Weiwei-Maoget-available-resources
Detect CPU, GPU, memory, and disk resources across macOS, Linux, and Windows.
Weiwei-Maoexploratory-data-analysis
Analyze scientific data files across 200+ formats and generate Markdown reports.
Weiwei-Maofred-economic-data
Retrieve economic time series data from the FRED API.
Weiwei-Maoscientific-schematics
Generate publication-quality scientific diagrams from natural language descriptions.
Weiwei-Maogeopandas
Manipulate and analyze geospatial vector data with Python.
Weiwei-Maoseaborn
Create statistical visualizations with Python's seaborn library.
Weiwei-Maofluidsim
Run 2D/3D Navier-Stokes and stratified flow simulations with pseudospectral methods.
Weiwei-Maocitation-management
Automate citation management by searching Google Scholar and PubMed and generating BibTeX entries.
Weiwei-Maoscientific-critical-thinking
Evaluate scientific claims, research methodologies, and evidence quality using frameworks like GRADE.
Weiwei-Maomarkitdown
Convert documents, images, and audio files into Markdown.
Weiwei-Maoxlsx
Create, edit, and analyze Excel spreadsheets with pandas and openpyxl.
Weiwei-MaoExtract text and structured data from PDF documents using pypdf and pdfplumber.