Machine learning

Applies the reasoning style of Daphne Koller (machine learning pioneer, co-founder of Coursera, founder and CEO of Insitro).

K-Dense-AI/mimeo

Diagnoses failing ML and AI work, such as OOM, NaN, divergence, crashes, slow throughput, wrong outputs and dependency conflicts, with every claim backed by documentation citations.

Leeroo-AI/superml

Design Django ORM models for Sentry following architectural conventions for silos, replication, relocation, and foreign keys.

getsentry/sentry

Run Python code in the cloud with serverless containers, GPUs, and autoscaling.

davila7/claude-code-templates

Parse FCS (Flow Cytometry Standard) files v2.0-3.1. An agent skill from davila7/claude-code-templates.

davila7/claude-code-templates

how to use the edit command properly

omegaml/omegaml

Molecular featurization for ML (100+ featurizers). An agent skill from davila7/claude-code-templates.

davila7/claude-code-templates

summarize machine learning experiment logs in chinese when the input includes training logs, eval results, hyperparameter changes, user notes, or multiple runs and the user needs a grounded…

chtc66/academic-skills

Turns build, implement or design requests for ML pipelines into validated implementation plans grounded in a knowledge base or fetched framework documentation.

Leeroo-AI/superml

Runs pre-trained Hugging Face models in JavaScript or TypeScript with Transformers.js, in browsers or Node.js, Bun and Deno, for text, vision, audio and multimodal tasks.

huggingface/skills

Think and work like an expert Biogeographer. An agent skill from K-Dense-AI/scientific-agents.

K-Dense-AI/scientific-agents

Build production ML systems with PyTorch 2.x, TensorFlow, and modern ML frameworks.

davila7/claude-code-templates

Prepare, run, and validate LAMMPS molecular dynamics. An agent skill from JCLiuGroup/AI-Computational-Chemist.

JCLiuGroup/AI-Computational-Chemist

Deep expertise in ML/CV model selection, training pipelines, and inference architecture.

alirezarezvani/claude-cto-team

Fit, summarize, plot, and interpret a chosen CausalPy experiment.

pymc-labs/CausalPy

Expert data scientist for advanced analytics, machine learning, and statistical modeling.

davila7/claude-code-templates

Run the ADR-151 per-room calibration pipeline — baseline → enroll → extract → train → a bank of small specialists…

ruvnet/RuView

Quantitative strategy frameworks: pairs trading/cointegration, volatility regime strategies, seasonality/calendar effects, multi-factor models (IC/IR), factor research and screening, correlation…

helsome/folio

ICML (International Conference on Machine Learning) paper formatting — activate when the user wants to submit to ICML, follow ICML template, or fix ICML format issues.

nanoAgentTeam/research-claw

Designs ML pipeline infrastructure: experiment tracking with MLflow or Weights & Biases, Kubeflow and Airflow orchestration, Feast feature stores and model validation gates.

Jeffallan/claude-skills

Build and train variational quantum algorithms (VQE, QAOA, QML, QNN) with MindQuantum.

mindspore-ai/mindquantum

World-class ML engineering skill for productionizing ML models, MLOps, and building scalable ML systems.

davila7/claude-code-templates

Shows how to log ML runs, configs, metrics and media with SwanLab and view them in cloud, local or self-hosted dashboards.

Orchestra-Research/AI-Research-SKILLs

Trains scikit-learn models with walk-forward validation on features from OHLCV data to predict return direction and turn the predictions into trading signals.

HKUDS/Vibe-Trading

Looks up precomputed AlphaGenome Atlas effects for any GRCh38 single-nucleotide variant (AVI score with Phred and 18 SHAP feature attributions, plus raw and quantile scores for RNA-seq, DNase, ATAC…

K-Dense-AI/scientific-agent-skills

Explain and audit machine-learning predictions with SHAP. An agent skill from K-Dense-AI/scientific-agent-skills.

K-Dense-AI/scientific-agent-skills

Turn a plain-English description ("a node that runs on the kernel and does XGBoost predictions", "a node that trims whitespace", "an ML clustering node") into a correct single-file Flowfile custom…

Edwardvaneechoud/Flowfile

Generate an Abaqus FEA training dataset for surrogate / ML models.

theneoai/awesome-skills

Builds the code for a frozen research experiment test-first, with leakage controls, seed handling and saved evidence so results can be rerun and audited.

Light0305/Light-skills

Model interpretability via SHAP (Shapley values from game theory).

jaechang-hits/SciAgent-Skills

A standardized CLI wrapper for Uni-Mol molecular ML workflows that handles representation extraction (embeddings), model training (regression/classification), and property prediction with built-in…

jinzhezenggroup/computational-chemistry-agent-skills

Builds and validates PyHealth clinical machine-learning pipelines for EHR, signals, imaging, and medical codes.

K-Dense-AI/scientific-agent-skills

Research computing toolkit for optoelectronic information science and engineering, MATLAB/Octave, Python scientific analysis, signal processing, image processing, statistics, simulation…

zLanqing/codex-claude-academic-skills

Modal is a serverless cloud platform for running Python on demand, including on-demand GPUs.

K-Dense-AI/scientific-agent-skills

GPU-accelerates scientific Python on NVIDIA hardware and verifies that the result is correct and faster.

K-Dense-AI/scientific-agent-skills

Supports machine learning in Python with scikit-learn. An agent skill from K-Dense-AI/scientific-agent-skills.

K-Dense-AI/scientific-agent-skills

A skill your agent uses when the contestant wants to submit a model evaluation job to the Simulation Challenge — POST /api/challenge/job.

AgibotTech/genie_sim

OCI Data Science service patterns including Jobs, Pipelines, Model Catalog, authentication, and the ADS SDK beyond AQUA.

oracle/accelerated-data-science

World-class senior data scientist skill specialising in statistical modeling, experiment design, causal inference, and predictive analytics.

alirezarezvani/claude-skills

The scheduled model sweep. An agent skill from Kiln-AI/Kiln.

Kiln-AI/Kiln

Guidance for implementing neural network inference (like GPT-2) under extreme code size constraints.

lazyFrogLOL/Harness_Engineering

Agent skill for data-ml-model - invoke with $agent-data-ml-model

ruvnet/ruflo

Automated pipeline for retraining ML models with new construction data.

datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction

Production machine-learning engineering workflow for data contracts, reproducible training, model evaluation, deployment, monitoring, and rollback.

affaan-m/ECC

Data science and analytics expertise for statistical analysis, machine learning pipelines, data governance, business intelligence, predictive modeling, and analytics strategy.

travisjneuman/.claude

Machine learning engineer expert for PyTorch, scikit-learn, model evaluation, and MLOps

RightNow-AI/openfang

End-to-end methodology for AI agents and software engineers to add machine learning algorithms to existing non-ML codebases.

affaan-m/ECC

A skill your agent uses when reasoning about generative AI, adversarial machine learning, neural network security, algorithmic fairness, or deep learning fundamentals.

K-Dense-AI/mimeo