Ritabrata Chakraborty
Community@ritabrata-chakraborty
Agent Skills by Ritabrata Chakraborty
Showing 63 vetted skills indexed across 1 GitHub repositories.
Ritabrata-Chakrabortynetworkx
Create, analyze, and visualize complex networks and graphs in Python.
Ritabrata-Chakrabortyscientific-brainstorming
Generate research hypotheses and identify gaps through structured brainstorming.
Ritabrata-Chakrabortypymc
Build and analyze Bayesian models with PyMC's MCMC sampling and variational inference.
Ritabrata-Chakrabortyshap
Computes SHAP values to interpret ML model predictions and feature importance.
Ritabrata-Chakrabortyumap-learn
Reduce high-dimensional data to 2D or 3D embeddings using UMAP.
Ritabrata-Chakrabortysympy
Perform symbolic algebra, calculus, and linear algebra with SymPy.
Ritabrata-Chakrabortyvaex
Process large tabular datasets exceeding RAM with lazy evaluation and memory-mapped files.
Ritabrata-Chakrabortydask
Scale pandas and NumPy workflows across clusters for larger-than-memory data processing.
Ritabrata-Chakrabortyget-available-resources
Detect CPU, GPU, memory, and disk space for scientific computing recommendations.
Ritabrata-Chakrabortyexploratory-data-analysis
Automate exploratory data analysis on scientific data files and generate markdown reports.
Ritabrata-Chakrabortyscientific-schematics
Generate scientific diagrams from natural language descriptions using Nano Banana 2 AI.
Ritabrata-Chakrabortypyzotero
Automate Zotero Web API interactions for bibliographic reference management in Python.
Ritabrata-Chakrabortyseaborn
Generate statistical visualizations like scatter plots and heatmaps with Matplotlib and Pandas.
Ritabrata-Chakrabortycitation-management
Search Google Scholar and PubMed, extract metadata, and format BibTeX citations.
Ritabrata-Chakrabortyscientific-critical-thinking
Analyze scientific rigor and evidence quality using GRADE and Cochrane ROB frameworks.
Ritabrata-Chakrabortymarkitdown
Convert PDF, DOCX, PPTX, XLSX, and other files to Markdown.
Ritabrata-Chakrabortyxlsx
Create, edit, analyze, and convert Excel spreadsheets using Python and LibreOffice.
Ritabrata-ChakrabortyExtract text, tables, and forms from PDFs using pypdf, pdfplumber, reportlab, and pytesseract.
Ritabrata-Chakrabortyexa-search
Search scientific and technical web content with scholarly source filtering.
Ritabrata-Chakrabortyautoskill
Detect and classify user workflows from screen capture data.
Ritabrata-Chakrabortytimesfm-forecasting
Generate zero-shot probabilistic forecasts for univariate time series with TimesFM.
Ritabrata-Chakrabortyinfographics
Generates infographics with Nano Banana Pro AI and validates them via Gemini 3 Pro.
Ritabrata-Chakrabortypptx-posters
Generate research posters in PPTX format using HTML templates and AI visuals.
Ritabrata-Chakrabortyresearch-grants
Guide research grant proposals for NSF, NIH, DOE, DARPA, and NSTC.