vini
Community@viniruggeri · São Paulo - Brasil
AI research engineer / Scientific AI and AI Systems
Agent Skills by vini
Showing 39 vetted skills indexed across 1 GitHub repositories.
viniruggerinetworkx
Create and analyze complex graphs in Python with NetworkX.
viniruggeripymc
Build, fit, and compare Bayesian models with PyMC and ArviZ.
viniruggeriresearch-lookup
Route research queries across Parallel Chat API, Perplexity sonar-pro-search, and parallel-cli web search.
viniruggeriumap-learn
Find low-dimensional embeddings of high-dimensional data using UMAP.
viniruggerisympy
Perform symbolic algebra, calculus, and equation solving with SymPy in Python.
viniruggeridask
Distribute large pandas and NumPy workloads across clusters for parallel processing.
viniruggeriget-available-resources
Detects CPU, GPU, memory, and disk resources and writes .claude_resources.json with strategy recommendations.
viniruggeriparallel-web
Search the web for academic sources and extract content from pages and PDFs.
viniruggeriscientific-schematics
Generate publication-ready scientific diagrams from natural language prompts.
viniruggeriseaborn
Create publication-quality statistical visuals from Pandas DataFrames.
viniruggerifluidsim
Configure and run scalable CFD simulations in Python with MPI parallelization.
viniruggericitation-management
Parse and validate scholarly citations into BibTeX or JSON from identifiers.
viniruggeriscientific-critical-thinking
Evaluate scientific claims using GRADE and Cochrane ROB frameworks.
viniruggerimarkitdown
Convert PDFs, DOCX, PPTX, XLSX, HTML, CSV, JSON, XML, ZIP, images, and audio into Markdown.
viniruggeriRead, merge, split, and extract content from PDF documents.
viniruggeristatistical-analysis
Guide statistical analysis workflows with test selection and APA-style reporting.
viniruggeriscientific-writing
Convert research notes into IMRAD-structured manuscripts with citation guidelines.
viniruggeritorch-geometric
Build and optimize Graph Neural Network models with PyG for node classification, link prediction, and graph classification.
viniruggeripaper-lookup
Aggregate scholarly literature results across multiple academic databases via API calls.
viniruggeriliterature-review
Search multiple databases, screen results, and synthesize literature reviews into Markdown and PDF.
viniruggeritransformers
Load, run, and fine-tune pre-trained transformer models across NLP, vision, and audio tasks.
viniruggerischolar-evaluation
Assess scholarly work across eight ScholarEval dimensions with scoring and feedback.
viniruggerimatlab
Automate MATLAB/Octave numerical computing tasks including matrix operations and plotting.
viniruggerilatex-posters
Generate print-ready LaTeX posters from BeamerPoster, TikZ Poster, or baposter templates.