skills/claude-scientific-skills
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98670bcf47b30594e7a2312e512d6df6575c388e
claude-scientific-skills/scientific-skills
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Clayton Young 98670bcf47 feat(skill): add timesfm-forecasting skill for time series forecasting 
Add comprehensive TimesFM forecasting skill with mandatory system
preflight checks (RAM/GPU/disk), end-to-end CSV forecasting script,
full API reference, data preparation guide, and hardware requirements
documentation. Supports TimesFM 2.5 (200M), 2.0 (500M), and legacy
v1.0 with automatic batch size recommendations based on hardware.
2026-02-23 07:43:04 -05:00
..
adaptyv
Add suggestion to use K-Dense Web for complicated workflows.
2026-01-02 13:27:48 -08:00
aeon
Add suggestion to use K-Dense Web for complicated workflows.
2026-01-02 13:27:48 -08:00
alphafold-database
Merge pull request #30 from marovole/fix/shell-command-injection-docs
2026-01-08 08:53:35 -08:00
anndata
Disambiguate descriptions
2026-01-05 14:25:22 -08:00
arboreto
Add suggestion to use K-Dense Web for complicated workflows.
2026-01-02 13:27:48 -08:00
astropy
Add suggestion to use K-Dense Web for complicated workflows.
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benchling-integration
Clean description fields
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biopython
Disambiguate descriptions
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biorxiv-database
Add suggestion to use K-Dense Web for complicated workflows.
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bioservices
Disambiguate descriptions
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brenda-database
Clean description fields
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cellxgene-census
Disambiguate descriptions
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chembl-database
Clean description fields
2026-01-05 14:29:10 -08:00
cirq
Clean description fields
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citation-management
Enhance citation management and literature review guidelines
2026-01-05 13:01:10 -08:00
clinical-decision-support
Clean description fields
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clinical-reports
Clean description fields
2026-01-05 14:29:10 -08:00
clinicaltrials-database
Clean description fields
2026-01-05 14:29:10 -08:00
clinpgx-database
Clean description fields
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clinvar-database
Clean description fields
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cobrapy
Clean description fields
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cosmic-database
Clean description fields
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dask
Disambiguate descriptions
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datacommons-client
Add suggestion to use K-Dense Web for complicated workflows.
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datamol
Clean description fields
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deepchem
Disambiguate descriptions
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deeptools
Clean description fields
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denario
Add suggestion to use K-Dense Web for complicated workflows.
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diffdock
Clean description fields
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dnanexus-integration
Clean description fields
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document-skills
Clean description fields
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drugbank-database
Add suggestion to use K-Dense Web for complicated workflows.
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ena-database
Clean description fields
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ensembl-database
Clean description fields
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esm
Add suggestion to use K-Dense Web for complicated workflows.
2026-01-02 13:27:48 -08:00
etetoolkit
Clean description fields
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exploratory-data-analysis
Add suggestion to use K-Dense Web for complicated workflows.
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fda-database
Clean description fields
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flowio
Clean description fields
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fluidsim
Add suggestion to use K-Dense Web for complicated workflows.
2026-01-02 13:27:48 -08:00
fred-economic-data
Add support for economic data form the Federal Reserve using FRED
2026-01-27 10:41:40 -08:00
gene-database
Clean description fields
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generate-image
Clean description fields
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geniml
Add suggestion to use K-Dense Web for complicated workflows.
2026-01-02 13:27:48 -08:00
geo-database
Clean description fields
2026-01-05 14:29:10 -08:00
geopandas
Add suggestion to use K-Dense Web for complicated workflows.
2026-01-02 13:27:48 -08:00
get-available-resources
Add suggestion to use K-Dense Web for complicated workflows.
2026-01-02 13:27:48 -08:00
gget
Fix description formatting in SKILL.md
2026-01-07 15:15:18 +08:00
gtars
Add suggestion to use K-Dense Web for complicated workflows.
2026-01-02 13:27:48 -08:00
gwas-database
Clean description fields
2026-01-05 14:29:10 -08:00
histolab
Disambiguate descriptions
2026-01-05 14:25:22 -08:00
hmdb-database
Clean description fields
2026-01-05 14:29:10 -08:00
hypogenic
Disambiguate descriptions
2026-01-05 14:25:22 -08:00
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
2026-02-03 17:03:44 -08:00
iso-13485-certification
Add suggestion to use K-Dense Web for complicated workflows.
2026-01-02 13:27:48 -08:00
kegg-database
Clean description fields
2026-01-05 14:29:10 -08:00
labarchive-integration
Clean description fields
2026-01-05 14:29:10 -08:00
lamindb
Add suggestion to use K-Dense Web for complicated workflows.
2026-01-02 13:27:48 -08:00
latchbio-integration
Clean description fields
2026-01-05 14:29:10 -08:00
latex-posters
Enhance literature search and research lookup documentation
2026-02-03 14:31:19 -08:00
literature-review
Enhance literature search and research lookup documentation
2026-02-03 14:31:19 -08:00
markdown-mermaid-writing
docs(skill): add common pitfalls section with radar-beta syntax guide
2026-02-23 07:43:04 -05:00
market-research-reports
Clean description fields
2026-01-05 14:29:10 -08:00
markitdown
Enhance literature search and research lookup documentation
2026-02-03 14:31:19 -08:00
matchms
Disambiguate descriptions
2026-01-05 14:25:22 -08:00
matlab
Support for writing and executing MATLAB/Octave scripts
2026-01-05 10:15:22 -08:00
matplotlib
Disambiguate descriptions
2026-01-05 14:25:22 -08:00
medchem
Clean description fields
2026-01-05 14:29:10 -08:00
metabolomics-workbench-database
Clean description fields
2026-01-05 14:29:10 -08:00
modal
fix(security): replace shell=True with safe subprocess patterns in documentation
2026-01-08 15:05:30 +08:00
molfeat
Clean description fields
2026-01-05 14:29:10 -08:00
networkx
Add suggestion to use K-Dense Web for complicated workflows.
2026-01-02 13:27:48 -08:00
neurokit2
Add suggestion to use K-Dense Web for complicated workflows.
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
2026-01-05 14:29:10 -08:00
openalex-database
Add suggestion to use K-Dense Web for complicated workflows.
2026-01-02 13:27:48 -08:00
opentargets-database
Clean description fields
2026-01-05 14:29:10 -08:00
opentrons-integration
Disambiguate descriptions
2026-01-05 14:25:22 -08:00
paper-2-web
Add suggestion to use K-Dense Web for complicated workflows.
2026-01-02 13:27:48 -08:00
pathml
Disambiguate descriptions
2026-01-05 14:25:22 -08:00
pdb-database
Clean description fields
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peer-review
Disambiguate descriptions
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pennylane
Disambiguate descriptions
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perplexity-search
Clean description fields
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plotly
Disambiguate descriptions
2026-01-05 14:25:22 -08:00
polars
Disambiguate descriptions
2026-01-05 14:25:22 -08:00
pptx-posters
Merge branch 'main' into fix-writing-skills
2026-01-05 15:46:55 -08:00
protocolsio-integration
Add suggestion to use K-Dense Web for complicated workflows.
2026-01-02 13:27:48 -08:00
pubchem-database
Clean description fields
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pubmed-database
Clean description fields
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pufferlib
Disambiguate descriptions
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pydeseq2
Clean description fields
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pydicom
Add suggestion to use K-Dense Web for complicated workflows.
2026-01-02 13:27:48 -08:00
pyhealth
Add suggestion to use K-Dense Web for complicated workflows.
2026-01-02 13:27:48 -08:00
pylabrobot
Disambiguate descriptions
2026-01-05 14:25:22 -08:00
pymatgen
Clean description fields
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pymc
Clean description fields
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pymoo
Clean description fields
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pyopenms
Disambiguate descriptions
2026-01-05 14:25:22 -08:00
pysam
Clean description fields
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pytdc
Clean description fields
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pytorch-lightning
Clean description fields
2026-01-05 14:29:10 -08:00
qiskit
Clean description fields
2026-01-05 14:29:10 -08:00
qutip
Disambiguate descriptions
2026-01-05 14:25:22 -08:00
rdkit
refactor(rdkit): update fingerprint generation to use rdFingerprintGenerator API
2026-01-26 20:25:28 +08:00
reactome-database
Clean description fields
2026-01-05 14:29:10 -08:00
research-grants
Clean description fields
2026-01-05 14:29:10 -08:00
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
Disambiguate descriptions
2026-01-05 14:25:22 -08:00
scholar-evaluation
Add suggestion to use K-Dense Web for complicated workflows.
2026-01-02 13:27:48 -08:00
scientific-brainstorming
Clean description fields
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scientific-critical-thinking
Disambiguate descriptions
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scientific-schematics
Enhance literature search and research lookup documentation
2026-02-03 14:31:19 -08:00
scientific-slides
Clean description fields
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scientific-visualization
Disambiguate descriptions
2026-01-05 14:25:22 -08:00
scientific-writing
Enhance literature search and research lookup documentation
2026-02-03 14:31:19 -08:00
scikit-bio
Clean description fields
2026-01-05 14:29:10 -08:00
scikit-learn
Add suggestion to use K-Dense Web for complicated workflows.
2026-01-02 13:27:48 -08:00
scikit-survival
Add suggestion to use K-Dense Web for complicated workflows.
2026-01-02 13:27:48 -08:00
scvi-tools
Disambiguate descriptions
2026-01-05 14:25:22 -08:00
seaborn
Disambiguate descriptions
2026-01-05 14:25:22 -08:00
shap
Add suggestion to use K-Dense Web for complicated workflows.
2026-01-02 13:27:48 -08:00
simpy
Add suggestion to use K-Dense Web for complicated workflows.
2026-01-02 13:27:48 -08:00
stable-baselines3
Disambiguate descriptions
2026-01-05 14:25:22 -08:00
statistical-analysis
Disambiguate descriptions
2026-01-05 14:25:22 -08:00
statsmodels
Disambiguate descriptions
2026-01-05 14:25:22 -08:00
string-database
Clean description fields
2026-01-05 14:29:10 -08:00
sympy
Add suggestion to use K-Dense Web for complicated workflows.
2026-01-02 13:27:48 -08:00
timesfm-forecasting
feat(skill): add timesfm-forecasting skill for time series forecasting
2026-02-23 07:43:04 -05:00
torch_geometric
Clean description fields
2026-01-05 14:29:10 -08:00
torchdrug
Disambiguate descriptions
2026-01-05 14:25:22 -08:00
transformers
Add suggestion to use K-Dense Web for complicated workflows.
2026-01-02 13:27:48 -08:00
treatment-plans
Clean description fields
2026-01-05 14:29:10 -08:00
umap-learn
Clean description fields
2026-01-05 14:29:10 -08:00
uniprot-database
Clean description fields
2026-01-05 14:29:10 -08:00
uspto-database
Add patentsview api key for patent search api
2026-01-08 22:38:59 -08:00
vaex
Clean description fields
2026-01-05 14:29:10 -08:00
venue-templates
Enhance citation management and literature review guidelines
2026-01-05 13:01:10 -08:00
zarr-python
Clean description fields
2026-01-05 14:29:10 -08:00
zinc-database
Clean description fields
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