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claude-scientific-skills/scientific-skills
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Clayton Young 0d98fa353c feat(examples): add anomaly detection and covariates examples 
Anomaly Detection Example:
- Uses quantile forecasts as prediction intervals
- Flags values outside 80%/90% CI as warnings/critical anomalies
- Includes visualization with deviation plot

Covariates (XReg) Example:
- Demonstrates forecast_with_covariates() API
- Shows dynamic numerical/categorical covariates
- Shows static categorical covariates
- Includes synthetic retail sales data with price, promotion, holiday

SKILL.md Updates:
- Added anomaly detection section with code example
- Expanded covariates section with covariate types table
- Added XReg modes explanation
- Updated 'When not to use' section to note anomaly detection workaround
2026-02-23 07:43:04 -05:00
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aeon
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alphafold-database
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anndata
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astropy
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benchling-integration
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biopython
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bioservices
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brenda-database
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cellxgene-census
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chembl-database
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cirq
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citation-management
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clinical-decision-support
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clinical-reports
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clinicaltrials-database
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clinpgx-database
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clinvar-database
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cobrapy
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cosmic-database
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datamol
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diffdock
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document-skills
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drugbank-database
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ena-database
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esm
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etetoolkit
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fred-economic-data
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gene-database
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generate-image
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geniml
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gget
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gtars
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gwas-database
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hypogenic
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hypothesis-generation
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imaging-data-commons
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infographics
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matlab
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matplotlib
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medchem
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metabolomics-workbench-database
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modal
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molfeat
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networkx
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neurokit2
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neuropixels-analysis
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offer-k-dense-web
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omero-integration
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openalex-database
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rdkit
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reactome-database
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research-grants
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rowan
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scanpy
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scholar-evaluation
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scientific-brainstorming
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scientific-visualization
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scientific-writing
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scikit-bio
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timesfm-forecasting
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transformers
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treatment-plans
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uspto-database
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vaex
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zarr-python
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