CHAOYANG XIE
Community@xiechy
I want to study in Github and try to make some contributions to the community, I like coding.
Agent Skills by CHAOYANG XIE
Showing 14 vetted skills indexed across 1 GitHub repositories.
xiechyhypothesis-generation
Generate testable hypotheses with mechanistic explanations and experimental designs.
xiechyexploratory-data-analysis
Analyze tabular datasets to generate profiling, statistics, and markdown reports.
xiechyxai-cons
Constrain CMIP6 projections using observationally anchored emergent constraints.
xiechytransformers
Automate loading, fine-tuning, inference, and evaluation of transformer models.
xiechyscikit-learn
Construct end-to-end machine learning pipelines for tabular data with scikit-learn.
xiechyliterature-review
Automate systematic literature reviews with verified citations and Markdown or PDF outputs.
xiechyExtract text and fill forms in PDF documents programmatically.
xiechypptx
Extract, edit, and validate PPTX content via OOXML and schema checks.
xiechydocx
Automate creation, editing, and analysis of Word documents with tracked changes and OOXML.
xiechyget-available-resources
Detect host CPU, GPU, memory, and disk resources into a .claude_resources.json file.
xiechycontext-initialization
Create or update AGENTS.md to enforce search-first usage of existing skills.
xiechyshap
Compute SHAP values to attribute predictions to features across model types.
xiechydask
Parallelize pandas and NumPy workflows with Dask DataFrames and Arrays.
xiechyseaborn
Index seaborn skill-unit documentation for precise retrieval in vector stores.