GitHub
matchms
Mass spectrometry analysis. Process mzML/MGF/MSP, spectral similarity (cosine, modified cosine), metadata harmonization, compound ID, for metabolomics and MS data processing.
☆ 26View skill
Research AI Skills
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GitHub
datamol
Pythonic wrapper around RDKit with simplified interface and sensible defaults. Preferred for standard drug discovery: SMILES parsing, standardization, descriptors, fingerprints, clustering, 3D conformers, paral...
☆ 26View skill
GitHub
pymatgen
Materials science toolkit. Crystal structures (CIF, POSCAR), phase diagrams, band structure, DOS, Materials Project integration, format conversion, for computational materials science.
☆ 26View skill
GitHub
astropy
Astronomy toolkit. FITS I/O, celestial coordinate transforms, cosmology calculations, time systems, WCS, units, astronomical tables, for astronomical data analysis and imaging.
☆ 26View skill
GitHub
histolab
Digital pathology image processing toolkit for whole slide images (WSI). Use this skill when working with histopathology slides, processing H&E or IHC stained tissue images, extracting tiles from gigapixel path...
☆ 26View skill
GitHub
etetoolkit
Phylogenetic tree toolkit (ETE). Tree manipulation (Newick/NHX), evolutionary event detection, orthology/paralogy, NCBI taxonomy, visualization (PDF/SVG), for phylogenomics.
☆ 26View skill
GitHub
anndata
Manipulate AnnData objects for single-cell genomics. Load/save .h5ad files, manage obs/var metadata, layers, embeddings (PCA/UMAP), concatenate datasets, for scRNA-seq workflows.
☆ 26View skill
GitHub
pathml
Computational pathology toolkit for analyzing whole-slide images (WSI) and multiparametric imaging data. Use this skill when working with histopathology slides, H&E stained images, multiplex immunofluorescence...
☆ 26View skill
GitHub
health-bars
Display health bars above characters using CSS styling.
☆ 26View skill
GitHub
camera-shake
Shake the camera when the player takes damage or on impacts for visual feedback.
☆ 26View skill
GitHub
bone-attachment
Attach meshes to bones of a skinned mesh, such as attaching a sword to a character's hand.
☆ 26View skill
GitHub
b2c-config
View and debug B2C CLI configuration and understand where credentials come from. Use when authentication fails, connection errors occur, wrong instance is used, or you need to verify dw.json settings, environme...
☆ 26View skill
GitHub
r3f-setup
Set up a React Three Fiber project with WebGPU support.
☆ 26View skill
GitHub
miniplex
Use Miniplex for minimalistic Entity Component System with TypeScript support.
☆ 26View skill
GitHub
verekia-setup
Verekia's preferred project setup with Next.js Pages Router, Tailwind 4, Prettier, and TypeScript.
☆ 26View skill
GitHub
zustand-entities
Use Zustand as a simple state store for entity management (not a true ECS).
☆ 26View skill
GitHub
koota
Use Koota for data-oriented Entity Component System architecture with React bindings.
☆ 26View skill
GitHub
reactive-polling
Poll for changes to any value and trigger React re-renders when it changes.
☆ 26View skill
GitHub
ui-useframe
Sync UI elements outside the Canvas with the render loop using R3F v10's external useFrame.
☆ 26View skill
GitHub
weapon-trail
Create a ribbon trail effect that follows a weapon's movement.
☆ 26View skill
GitHub
pushback
Make enemies flash white and rock back and forth when receiving damage.
☆ 26View skill
GitHub
damage-numbers
Display floating damage numbers that animate upward and fade out, with support for critical hits.
☆ 26View skill
GitHub
verekia-architecture
Day-to-day coding style and patterns for R3F game development with Miniplex ECS.
☆ 26View skill
GitHub
smooth-interpolation
Animate values smoothly using exponential decay instead of linear interpolation.
☆ 26View skill
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