# ml-pipeline

> Designs and implements production-grade ML pipeline infrastructure: configures experiment tracking with MLflow or Weigh…

Designs and implements production-grade ML pipeline infrastructure: configures experiment tracking with MLflow or Weights & Biases, creates Kubeflow or Airflow DAGs for training orchestration, builds feature store schemas with Feast, deploys model registries, and automates retraining and validation workflows. Use when building ML pipelines, orchestrating training workflows, automating model lifecycle, implementing feature stores, managing experiment tracking systems, setting up DVC for data versioning, tuning hyperparameters, or configuring MLOps tooling like Kubeflow, Airflow, MLflow, or Prefect.

- Type: Skill
- Made by: Jeffallan
- Formats: Skills
- Version: 1.1.0
- Source: https://github.com/jeffallan/claude-skills/tree/HEAD/skills/ml-pipeline
- Page: https://pluginboard.ai/skills/ml-pipeline

## Works with

- ChatGPT
- Claude
- Gemini
- GitHub Copilot
- Cursor
- Claude Code
- Codex
- Antigravity
- Gemini CLI
- Replit
- OpenClaw
- OpenCode
- Hermes Agent

## Install

### ChatGPT

In ChatGPT: Download the ml-pipeline folder and zip it, then Plugins → Skills → Create → Upload from your computer. Business and Enterprise plans.

View the folder on GitHub: https://github.com/Jeffallan/claude-skills/tree/HEAD/skills/ml-pipeline

### Claude

In Claude (web or desktop): Download the ml-pipeline folder and zip the folder itself, then upload it in Customize → Skills.

View the folder on GitHub: https://github.com/Jeffallan/claude-skills/tree/HEAD/skills/ml-pipeline

### Gemini

In Gemini: Download the ml-pipeline folder, then at gemini.google.com click Customize → Skills → Create → Upload and pick the folder (or a .zip of it).

View the folder on GitHub: https://github.com/Jeffallan/claude-skills/tree/HEAD/skills/ml-pipeline

### GitHub Copilot

Run in your terminal:

```shell
npx -y degit Jeffallan/claude-skills/skills/ml-pipeline ~/.copilot/skills/ml-pipeline
```

View the folder on GitHub: https://github.com/Jeffallan/claude-skills/tree/HEAD/skills/ml-pipeline

### Cursor

Run in your terminal:

```shell
npx -y degit Jeffallan/claude-skills/skills/ml-pipeline ~/.cursor/skills/ml-pipeline
```

View the folder on GitHub: https://github.com/Jeffallan/claude-skills/tree/HEAD/skills/ml-pipeline

### Claude Code

Run in your terminal:

```shell
npx -y degit Jeffallan/claude-skills/skills/ml-pipeline ~/.claude/skills/ml-pipeline
```

View the folder on GitHub: https://github.com/Jeffallan/claude-skills/tree/HEAD/skills/ml-pipeline

Or all of Fullstack Dev Skills, in Claude Code:

```text
/plugin marketplace add Jeffallan/claude-skills
/plugin install fullstack-dev-skills@fullstack-dev-skills
```

### Codex

Run in your terminal:

```shell
npx -y degit Jeffallan/claude-skills/skills/ml-pipeline ~/.agents/skills/ml-pipeline
```

View the folder on GitHub: https://github.com/Jeffallan/claude-skills/tree/HEAD/skills/ml-pipeline

### Antigravity

In Antigravity: Copy the ml-pipeline folder into ~/.gemini/config/skills (Antigravity app and IDE) or ~/.gemini/antigravity-cli/skills (Antigravity CLI).

View the folder on GitHub: https://github.com/Jeffallan/claude-skills/tree/HEAD/skills/ml-pipeline

### Gemini CLI

Run in your terminal:

```shell
npx -y degit Jeffallan/claude-skills/skills/ml-pipeline ~/.gemini/skills/ml-pipeline
```

View the folder on GitHub: https://github.com/Jeffallan/claude-skills/tree/HEAD/skills/ml-pipeline

### Replit

Run in your terminal:

```shell
npx -y degit Jeffallan/claude-skills/skills/ml-pipeline .agents/skills/ml-pipeline
```

View the folder on GitHub: https://github.com/Jeffallan/claude-skills/tree/HEAD/skills/ml-pipeline

### OpenClaw

Run in your terminal:

```shell
npx -y degit Jeffallan/claude-skills/skills/ml-pipeline ~/.openclaw/skills/ml-pipeline
```

View the folder on GitHub: https://github.com/Jeffallan/claude-skills/tree/HEAD/skills/ml-pipeline

### OpenCode

Run in your terminal:

```shell
npx -y degit Jeffallan/claude-skills/skills/ml-pipeline ~/.config/opencode/skills/ml-pipeline
```

View the folder on GitHub: https://github.com/Jeffallan/claude-skills/tree/HEAD/skills/ml-pipeline

### Hermes Agent

Run in your terminal:

```shell
npx -y degit Jeffallan/claude-skills/skills/ml-pipeline ~/.hermes/skills/ml-pipeline
```

View the folder on GitHub: https://github.com/Jeffallan/claude-skills/tree/HEAD/skills/ml-pipeline

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From Pluginboard (https://pluginboard.ai).