skills/claude-scientific-skills
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1506a60993889ca40f3b825f64cf07b69cf1d497
claude-scientific-skills/scientific-skills
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Clayton Young 1506a60993 feat(example): add interactive forecast animation with slider 
Create an all-out demonstration showing how TimesFM forecasts evolve
as more historical data is added:

- generate_animation_data.py: Runs 25 incremental forecasts (12→36 points)
- interactive_forecast.html: Single-file HTML with Chart.js slider
  - Play/Pause animation control
  - Shows historical data, forecast, 80%/90% CIs, and actual future data
  - Live stats: forecast mean, max, min, CI width
- generate_gif.py: Creates animated GIF for embedding in markdown
- forecast_animation.gif: 25-frame animation (896 KB)

Interactive features:
- Slider to manually step through forecast evolution
- Auto-play with 500ms per frame
- Shows how each additional data point changes the forecast
- Confidence intervals narrow as more data is added
2026-02-23 07:43:04 -05:00
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adaptyv
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aeon
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alphafold-database
Merge pull request #30 from marovole/fix/shell-command-injection-docs
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anndata
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arboreto
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astropy
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benchling-integration
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biopython
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biorxiv-database
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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
Enhance citation management and literature review guidelines
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clinical-decision-support
Clean description fields
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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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dask
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datacommons-client
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datamol
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deepchem
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deeptools
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denario
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diffdock
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dnanexus-integration
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document-skills
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drugbank-database
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ena-database
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ensembl-database
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esm
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etetoolkit
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exploratory-data-analysis
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fda-database
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flowio
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fluidsim
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fred-economic-data
Add support for economic data form the Federal Reserve using FRED
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gene-database
Clean description fields
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generate-image
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geniml
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geo-database
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geopandas
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get-available-resources
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gget
Fix description formatting in SKILL.md
2026-01-07 15:15:18 +08:00
gtars
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gwas-database
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histolab
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hmdb-database
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hypogenic
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hypothesis-generation
Enhance literature search and research lookup documentation
2026-02-03 14:31:19 -08:00
imaging-data-commons
update to v1.3.1
2026-02-11 09:42:22 -05:00
infographics
Add infographics skill for creating visual data representations
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iso-13485-certification
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kegg-database
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labarchive-integration
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lamindb
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latchbio-integration
Clean description fields
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latex-posters
Enhance literature search and research lookup documentation
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literature-review
Enhance literature search and research lookup documentation
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market-research-reports
Clean description fields
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markitdown
Enhance literature search and research lookup documentation
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matchms
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matlab
Support for writing and executing MATLAB/Octave scripts
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matplotlib
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medchem
Clean description fields
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metabolomics-workbench-database
Clean description fields
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modal
fix(security): replace shell=True with safe subprocess patterns in documentation
2026-01-08 15:05:30 +08:00
molfeat
Clean description fields
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networkx
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neurokit2
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2026-01-02 13:27:48 -08:00
neuropixels-analysis
Replace all instances of Sonnet to Opus
2026-01-21 09:16:34 -05:00
offer-k-dense-web
Add K-Dense Web skill
2026-01-05 18:20:10 -08:00
omero-integration
Clean description fields
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openalex-database
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opentargets-database
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opentrons-integration
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paper-2-web
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pathml
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pdb-database
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peer-review
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pennylane
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perplexity-search
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plotly
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polars
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pptx-posters
Merge branch 'main' into fix-writing-skills
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protocolsio-integration
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pubchem-database
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pubmed-database
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pufferlib
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pydeseq2
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pydicom
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pyhealth
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pylabrobot
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pymatgen
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pymc
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pymoo
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pyopenms
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pysam
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pytdc
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pytorch-lightning
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qiskit
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qutip
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rdkit
refactor(rdkit): update fingerprint generation to use rdFingerprintGenerator API
2026-01-26 20:25:28 +08:00
reactome-database
Clean description fields
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research-grants
Clean description fields
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research-lookup
Enhance literature search and research lookup documentation
2026-02-03 14:31:19 -08:00
rowan
Add support for Rowan computational platform that provides a suite of design and simulation tools for chemical R&D
2026-01-12 13:22:43 -08:00
scanpy
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scholar-evaluation
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scientific-brainstorming
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scientific-critical-thinking
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scientific-schematics
Enhance literature search and research lookup documentation
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scientific-slides
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scientific-visualization
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scientific-writing
Enhance literature search and research lookup documentation
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scikit-bio
Clean description fields
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scikit-learn
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scikit-survival
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scvi-tools
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seaborn
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shap
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simpy
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stable-baselines3
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statistical-analysis
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statsmodels
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string-database
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sympy
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timesfm-forecasting
feat(example): add interactive forecast animation with slider
2026-02-23 07:43:04 -05:00
torch_geometric
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torchdrug
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transformers
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treatment-plans
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umap-learn
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uniprot-database
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uspto-database
Add patentsview api key for patent search api
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vaex
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venue-templates
Enhance citation management and literature review guidelines
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zarr-python
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zinc-database
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