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Comprehensive collection of 128+ ready-to-use scientific skills for Claude enabling research across biology, chemistry, medicine, genomics, and advanced analysis domains.
Passed 22 of 22 test cases with the skill, and 19 of 22 without it.
3 fixed19 passed either way0 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 3 test cases the skill fixed. Same model, same prompt, with and without the skill.
When processing multi-slice CT scan series for 3D volume reconstruction, should we convert images to standard JPEG files and discard headers, or parse spatial metadata headers like Image Position Patient and Pixel Spacing using pydicom?
| Checked | Without skill | With skill |
|---|---|---|
| Uses pydicom to parse DICOM spatial header metadata | Missed | Passed |
The instructions your model reads when the skill loads.
A comprehensive collection of 128+ ready-to-use scientific skills that transforms Claude into an AI research assistant capable of executing complex multi-step scientific workflows.
Sequence analysis, single-cell RNA-seq, gene regulatory networks, variant annotation, phylogenetic analysis
Molecular property prediction, virtual screening, ADMET analysis, molecular docking, lead optimization
LC-MS/MS processing, peptide identification, spectral matching, protein quantification
Clinical trials, pharmacogenomics, variant interpretation, drug safety, precision therapeutics
EHR analysis, physiological signal processing, medical imaging, clinical prediction models
DICOM processing, whole slide image analysis, computational pathology, radiology workflows
Deep learning, reinforcement learning, time series analysis, model interpretability, Bayesian methods
Crystal structure analysis, phase diagrams, metabolic modeling, computational chemistry
Astronomical data analysis, cosmological calculations, symbolic mathematics, physics computations
Discrete-event simulation, optimization, metabolic engineering, systems modeling
test cases passed, vs 19 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.