80,000+ Skills to Supercharge Claude
The open directory for GitHub-integrated capabilities, tools, and prompts for your AI workflows.
molfeat
by davila7
Molecular featurization for ML (100+ featurizers). ECFP, MACCS, descriptors, pretrained models (ChemBERTa), convert SMIL...
skypilot-multi-cloud-orch...
by davila7
Multi-cloud orchestration for ML workloads with automatic cost optimization. Use when you need to run training or batch...
fda-database
by davila7
Query openFDA API for drugs, devices, adverse events, recalls, regulatory submissions (510k, PMA), substance identificat...
implementing-llms-litgpt
by davila7
Implements and trains LLMs using Lightning AI's LitGPT with 20+ pretrained architectures (Llama, Gemma, Phi, Qwen, Mistr...
research-grants
by davila7
Write competitive research proposals for NSF, NIH, DOE, and DARPA. Agency-specific formatting, review criteria, budget p...
pytdc
by davila7
Therapeutics Data Commons. AI-ready drug discovery datasets (ADME, toxicity, DTI), benchmarks, scaffold splits, molecula...
deslop
by davila7
Remove AI-generated code slop from a branch. Use when cleaning up AI-generated code, removing unnecessary comments, defe...
kegg-database
by davila7
Direct REST API access to KEGG (academic use only). Pathway analysis, gene-pathway mapping, metabolic pathways, drug int...
simpo-training
by davila7
Simple Preference Optimization for LLM alignment. Reference-free alternative to DPO with better performance (+6.4 points...
gguf-quantization
by davila7
GGUF format and llama.cpp quantization for efficient CPU/GPU inference. Use when deploying models on consumer hardware,...
find-bugs
by davila7
Find bugs, security vulnerabilities, and code quality issues in local branch changes. Use when asked to review changes,...
torchdrug
by davila7
Graph-based drug discovery toolkit. Molecular property prediction (ADMET), protein modeling, knowledge graph reasoning,...
obsidian-markdown
by davila7
Create and edit Obsidian Flavored Markdown with wikilinks, embeds, callouts, properties, and other Obsidian-specific syn...
notion-research-documenta...
by davila7
Research across Notion and synthesize into structured documentation; use when gathering info from multiple Notion source...
faiss
by davila7
Facebook's library for efficient similarity search and clustering of dense vectors. Supports billions of vectors, GPU ac...
plotly
by davila7
Interactive scientific and statistical data visualization library for Python. Use when creating charts, plots, or visual...
umap-learn
by davila7
UMAP dimensionality reduction. Fast nonlinear manifold learning for 2D/3D visualization, clustering preprocessing (HDBSC...
commit
by davila7
Create commit messages following Sentry conventions. Use when committing code changes, writing commit messages, or forma...
model-pruning
by davila7
Reduce LLM size and accelerate inference using pruning techniques like Wanda and SparseGPT. Use when compressing models...
zarr-python
by davila7
Chunked N-D arrays for cloud storage. Compressed arrays, parallel I/O, S3/GCS integration, NumPy/Dask/Xarray compatible,...
matchms
by davila7
Mass spectrometry analysis. Process mzML/MGF/MSP, spectral similarity (cosine, modified cosine), metadata harmonization,...
docx
by davila7
Document toolkit (.docx). Create/edit documents, tracked changes, comments, formatting preservation, text extraction, fo...
audiocraft-audio-generati...
by davila7
PyTorch library for audio generation including text-to-music (MusicGen) and text-to-sound (AudioGen). Use when you need...
get-available-resources
by davila7
This skill should be used at the start of any computationally intensive scientific task to detect and report available s...