Machine learning
Spreadsheets, databases and analysis. 95 skills
#1pytorch-patterns
Helps your agent use PyTorch for machine learning models. It applies best practices for efficient model training and ensures reproducible results.
affaan-m/ECC
#2evm-token-decimals
Helps your agent avoid errors with decimal numbers across different blockchain networks. It ensures token values are accurate in transactions and calculations.
affaan-m/ECC
#3knowledge-agent
Creates and queries knowledge bases using AI. It allows asking questions about past work or compiling expertise on a topic.
thedotmack/claude-mem
#4Snowflake Automation
Makes your agent interact with Snowflake. It can list data, run SQL commands, and manage data workflows.
ComposioHQ/awesome-claude-skills
#5alphagenome
Looks up precomputed genomic effects for genetic variants. It provides scores and explanations to understand the impact of variants on the genome.
K-Dense-AI/scientific-agent-skills
#6arboreto
Lets your agent discover how genes regulate each other from expression data. It's useful for understanding gene relationships in biological studies.
K-Dense-AI/scientific-agent-skills
#7cobrapy
Performs metabolic modeling using COBRApy. It allows simulating flows in biological systems and optimizing metabolic pathways for engineering.
K-Dense-AI/scientific-agent-skills
#8datamol
Allows your agent to work with chemical data in a simplified way. It's ideal for common drug discovery tasks. Useful for analyzing and manipulating molecular structures.
K-Dense-AI/scientific-agent-skills
#9deepchem
Helps your agent predict molecular properties and perform chemistry workflows. It uses machine learning models to predict important characteristics. Useful for chemistry research and drug discovery.
K-Dense-AI/scientific-agent-skills
#10geniml
Lets your agent work with genomic data locally. It validates information and prepares models for genetic sequence analysis.
K-Dense-AI/scientific-agent-skills
#11gtars
Helps your agent work with genomic data. It supports genomic interval models, set algebra, and fragment processing across multiple languages.
K-Dense-AI/scientific-agent-skills
#12lamindb
Helps your agent manage biological data and models with LaminDB. It tracks data lineage and ensures schema validation for reproducibility.
K-Dense-AI/scientific-agent-skills
#13mageck
Helps your agent analyze CRISPR genetic sequencing data. It identifies important genes and assesses the quality of gene libraries.
K-Dense-AI/scientific-agent-skills
#14molecular-dynamics
Lets your agent run and analyze molecular dynamics simulations. It's useful for studying protein-molecule interactions and biophysics.
K-Dense-AI/scientific-agent-skills
#15molfeat
Helps your agent generate representations for small molecules. It's useful for machine learning in chemistry, like predicting properties or searching molecules.
K-Dense-AI/scientific-agent-skills
#16polars-bio
Helps your agent perform operations on genomic intervals and read/write bioinformatics data formats. It's useful for genomic analyses and data joins.
K-Dense-AI/scientific-agent-skills
#17pydeseq2
Lets your agent analyze genetic data to find important differences in experiments. It's useful for researchers studying genes and their variations.
K-Dense-AI/scientific-agent-skills
#18pyhealth
Lets your agent create machine learning models with health data. It's useful for predicting diseases or patient outcomes in hospitals.
K-Dense-AI/scientific-agent-skills
#19pymatgen
Lets your agent analyze and convert data about material structures. It's useful for scientists working with materials physics and chemistry.
K-Dense-AI/scientific-agent-skills
#20pymc
Helps your agent build and check Bayesian models. It's useful for understanding uncertainties in complex data.
K-Dense-AI/scientific-agent-skills
#21pymoo
Lets your agent solve optimization problems with multiple goals. It's good for finding the best solutions in engineering and research.
K-Dense-AI/scientific-agent-skills
#22pytdc
Lets your agent use datasets and benchmarks for drug discovery. It's useful for health and biology research.
K-Dense-AI/scientific-agent-skills
#23qutip
Lets your agent simulate quantum systems. It's useful for studying quantum dynamics in physics and chemistry.
K-Dense-AI/scientific-agent-skills
#24rdkit
Helps your agent work with molecules. It can read information about them, calculate properties, and find similar molecules. It's useful for those working with chemistry who want to analyze or create new substances.
K-Dense-AI/scientific-agent-skills
#25rowan
Lets your agent work with molecular modeling and medicinal chemistry. It can predict molecule properties and simulate interactions. It's ideal for those working on discovering new drugs or materials.
K-Dense-AI/scientific-agent-skills
#26scanpy
Helps your agent analyze single-cell RNA sequencing data. It performs tasks from quality control to visualizing results. It's useful for biologists studying cells individually.
K-Dense-AI/scientific-agent-skills
#27scikit-bio
Helps your agent analyze biological data, like sequences and phylogenetic trees. It's useful for microbiome studies and diversity analysis.
K-Dense-AI/scientific-agent-skills
#28scikit-learn
Has your agent apply machine learning in Python using scikit-learn. It's useful for classification, regression, clustering, and building ML pipelines.
K-Dense-AI/scientific-agent-skills
#29scikit-survival
Helps your agent build and evaluate survival workflows with censored data. It's useful for predicting outcomes in clinical or reliability studies.
K-Dense-AI/scientific-agent-skills
#30scvelo
Has your agent analyze RNA velocity in single cells. It's useful for understanding cell development direction and gene kinetics.
K-Dense-AI/scientific-agent-skills
#31scvi-tools
Helps your agent fit probabilistic models for single-cell data. It's useful for integrating data from different experiments or analyzing multimodal data.
K-Dense-AI/scientific-agent-skills
#32seaborn
Has your agent create statistical visualizations with Seaborn. It's useful for exploring distributions, relationships, and comparisons in data, integrating well with pandas.
K-Dense-AI/scientific-agent-skills
#33shap
Helps your agent understand and audit machine learning predictions. It explains which factors were most important for a decision and how they influenced the outcome.
K-Dense-AI/scientific-agent-skills
#34statsmodels
Allows your agent to fit and diagnose statistical models in Python. It's used for econometric analysis, time series forecasting, and coefficient inference.
K-Dense-AI/scientific-agent-skills
#35sympy
Helps your agent perform exact symbolic mathematics. It's useful for algebra, calculus, and solving equations, generating precise results.
K-Dense-AI/scientific-agent-skills
#36tellurium
Enables your agent to simulate biochemical kinetic models. It's used to analyze the behavior of chemical reactions in biological systems and export results.
K-Dense-AI/scientific-agent-skills
#37timesfm-forecasting
Helps your agent predict future trends in data. It's useful for anticipating sales or demand, allowing for better planning.
K-Dense-AI/scientific-agent-skills
#38torch-geometric
Lets your agent work with neural networks on graphs. It's useful for analyzing connected data, like social networks or molecules.
K-Dense-AI/scientific-agent-skills
#39torchdrug
Helps your agent use tools for working with molecules and proteins. It's useful for chemistry and biology research, like discovering new drugs.
K-Dense-AI/scientific-agent-skills
#40umap-learn
Lets your agent reduce data complexity for visualization. It's useful for understanding patterns in large datasets, making analysis easier.
K-Dense-AI/scientific-agent-skills
#41airflow-dag-patterns
Has your agent build robust data pipelines using Airflow. It's useful for organizing repetitive tasks or complex processes. It ensures your workflows are reliable and efficient.
sickn33/agentic-awesome-skills
#42azure-monitor-opentelemetry-exporter-java
Helps your agent send tracing data, metrics, and logs to Azure Monitor. Useful for monitoring Java application performance on Azure.
sickn33/agentic-awesome-skills
#43azure-monitor-opentelemetry-exporter-py
Lets your agent send tracing data, metrics, and logs to Azure Monitor using Python. Useful for exporting OpenTelemetry data to Application Insights.
sickn33/agentic-awesome-skills
#44azure-monitor-opentelemetry-py
Makes setting up Application Insights in Python easy with a single line of code. Helps your agent configure automatic application monitoring.
sickn33/agentic-awesome-skills
#45azure-monitor-opentelemetry-ts
Helps your agent add distributed tracing, metrics, and logs to Node.js applications. Useful for monitoring application performance in real-time.
sickn33/agentic-awesome-skills
#46backtesting-frameworks
Helps your agent create systems to test investment strategies. It ensures tests are reliable and show real performance.
sickn33/agentic-awesome-skills
#47biopython
Provides Python tools for biological computation. Helps with sequences, databases, structural bioinformatics, and other complex tasks.
sickn33/agentic-awesome-skills
#48claude-d3js-skill
Helps your agent create complex, interactive data visualizations using the d3.js library.
sickn33/agentic-awesome-skills