80,000+ Skills to Supercharge Claude
The open directory for GitHub-integrated capabilities, tools, and prompts for your AI workflows.
deeptools
by davila7
NGS analysis toolkit. BAM to bigWig conversion, QC (correlation, PCA, fingerprints), heatmaps/profiles (TSS, peaks), for...
receiving-code-review
by davila7
Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or techni...
gget
by davila7
CLI/Python toolkit for rapid bioinformatics queries. Preferred for quick BLAST searches. Access to 20+ databases: gene i...
scvi-tools
by davila7
This skill should be used when working with single-cell omics data analysis using scvi-tools, including scRNA-seq, scATA...
long-context
by davila7
Extend context windows of transformer models using RoPE, YaRN, ALiBi, and position interpolation techniques. Use when pr...
pymc-bayesian-modeling
by davila7
Bayesian modeling with PyMC. Build hierarchical models, MCMC (NUTS), variational inference, LOO/WAIC comparison, posteri...
datamol
by davila7
Pythonic wrapper around RDKit with simplified interface and sensible defaults. Preferred for standard drug discovery: SM...
screenshot-feature-extrac...
by davila7
Analyze product screenshots to extract feature lists and generate development task checklists. Use when: (1) Analyzing c...
neurokit2
by davila7
Comprehensive biosignal processing toolkit for analyzing physiological data including ECG, EEG, EDA, RSP, PPG, EMG, and...
protocolsio-integration
by davila7
Integration with protocols.io API for managing scientific protocols. This skill should be used when working with protoco...
citation-management
by davila7
Comprehensive citation management for academic research. Search Google Scholar and PubMed for papers, extract accurate m...
pyopenms
by davila7
Python interface to OpenMS for mass spectrometry data analysis. Use for LC-MS/MS proteomics and metabolomics workflows i...
hypothesis-generation
by davila7
Generate testable hypotheses. Formulate from observations, design experiments, explore competing explanations, develop p...
brenda-database
by davila7
Access BRENDA enzyme database via SOAP API. Retrieve kinetic parameters (Km, kcat), reaction equations, organism data, a...
serving-llms-vllm
by davila7
Serves LLMs with high throughput using vLLM's PagedAttention and continuous batching. Use when deploying production LLM...
gh-address-comments
by davila7
Help address review/issue comments on the open GitHub PR for the current branch using gh CLI; verify gh auth first and p...
email-composer
by davila7
Draft professional emails for various contexts including business, technical, and customer communication. Use when the u...
clinical-decision-support
by davila7
Generate professional clinical decision support (CDS) documents for pharmaceutical and clinical research settings, inclu...
stable-baselines3
by davila7
Use this skill for reinforcement learning tasks including training RL agents (PPO, SAC, DQN, TD3, DDPG, A2C, etc.), crea...
bioservices
by davila7
Primary Python tool for 40+ bioinformatics services. Preferred for multi-database workflows: UniProt, KEGG, ChEMBL, PubC...
qdrant-vector-search
by davila7
High-performance vector similarity search engine for RAG and semantic search. Use when building production RAG systems r...
training-llms-megatron
by davila7
Trains large language models (2B-462B parameters) using NVIDIA Megatron-Core with advanced parallelism strategies. Use w...
seo-optimizer
by davila7
Search Engine Optimization specialist for content strategy, technical SEO, keyword research, and ranking improvements. U...
weights-and-biases
by davila7
Track ML experiments with automatic logging, visualize training in real-time, optimize hyperparameters with sweeps, and...