Data & Analytics · MLOps

Declare the pipeline from data source to predictor as a skrub DataOps graph.

probabl-ai/skills

Guides an agent through designing an MLOps pipeline that covers data preparation, training, validation and deployment, with DAG orchestration and reference guides.

wshobson/agents

Covers logging and viewing training metrics, histograms, model graphs, embeddings and profiles with TensorBoard in PyTorch and TensorFlow projects.

Orchestra-Research/AI-Research-SKILLs

Tracks ML experiments, versions models in the MLflow registry and covers deployment and reproducibility, with autologging for common frameworks.

Orchestra-Research/AI-Research-SKILLs

how to use the edit command properly

omegaml/omegaml

Read-only audit of one persisted skore report: audit/NN<stem.py (jupytext percent), 1:1 with experiments/ and journal/.

probabl-ai/skills

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

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

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

RightNow-AI/openfang

Data pipelines, feature stores, and embedding generation for AI/ML systems.

ancoleman/ai-design-components

Agent Platform Model Registry Management. An agent skill from google/skills.

google/skills

Curate LLM training data: dedupe, filter, PII redaction. An agent skill from Luciole-Studio/Misaka-Agent.

Luciole-Studio/Misaka-Agent

Design and implement a complete ML pipeline for: $ARGUMENTS. An agent skill from aiskillstore/marketplace.

aiskillstore/marketplace

Train ML models on Databricks. An agent skill from databricks/databricks-agent-skills.

databricks/databricks-agent-skills

Pick how to write a figure before custom plot code. An agent skill from probabl-ai/skills.

probabl-ai/skills

Literature and web research for an ML methodology concern (EDA extra measurements, leakage, transforms, feature engineering, learner family), or an EDA extra-analysis survey from JOURNAL plus…

probabl-ai/skills

A skill your agent uses when the user asks to "design an experiment", "build a predictive model", "run A/B test analysis", "perform causal inference", "engineer features", "evaluate model…

borghei/Claude-Skills

Canonical backlog loop step. An agent skill from probabl-ai/skills.

probabl-ai/skills

Guide for experiment tracking tool setup (MLflow, Weights & Biases, etc.), reproducibility assurance, model registry, and experiment comparison methodology.

revfactory/harness-100

Build an ML pipeline — from data to trained model to serving endpoint.

jeremylongshore/tons-of-skills-marketplace

Automate ML workflows with Airflow, Kubeflow, MLflow. An agent skill from secondsky/claude-skills.

secondsky/claude-skills

MANDATORY whenever a task involves training, fine-tuning, tuning, or evaluating a machine-learning model on data (tabular, time series, text, images — any modality).

hashgraph-online/awesome-codex-plugins

A full ML pipeline where an agent team collaborates to perform data preparation, model design, training, evaluation, and deployment readiness.

revfactory/harness-100