# MLflow AI Agent Skills

MLflow publishes official AI agent skills for its tools, services, and developer workflows. The open source AI engineering platform for agents, LLMs, and ML models.

Browse 14 official AI agent skills across 2 MLflow repositories, with install commands and source links.

Official page: https://skillscout.sh/official/mlflow/
Markdown page: https://skillscout.sh/official/mlflow/mlflow_skills_skillscout.md
Vendor website: https://www.mlflow.org/

## Prompt for your agent

Fetch this Markdown manifest as plain text: https://skillscout.sh/official/mlflow/mlflow_skills_skillscout.md. If your browser cannot display the Markdown directly, use curl or another text fetcher. Recommend the relevant MLflow skills package or packages for my goal, explain which individual skills matter, and wait for my approval. After I approve, install with the npx command. If no project is open, install it as an agent skill I can use later.

## Skills packages

### mlflow/skills

Includes 12 official skills: searching-mlflow-docs, mlflow-onboarding, agent-evaluation, instrumenting-with-mlflow-tracing, retrieving-mlflow-traces, querying-mlflow-metrics.

Install:

```bash
npx skills add mlflow/skills -y
```

Source: https://github.com/mlflow/skills

### mlflow/mlflow

Includes 2 official skills: setup, status.

Install:

```bash
npx skills add mlflow/mlflow -y
```

Source: https://github.com/mlflow/mlflow

## Individual skills

### searching-mlflow-docs

Official MLflow skill from mlflow/skills.

Install:

```bash
npx skills add mlflow/skills@searching-mlflow-docs -y
```

Package: mlflow/skills
Source: https://github.com/mlflow/skills/tree/HEAD/searching-mlflow-docs

### mlflow-onboarding

Official MLflow skill from mlflow/skills.

Install:

```bash
npx skills add mlflow/skills@mlflow-onboarding -y
```

Package: mlflow/skills
Source: https://github.com/mlflow/skills/tree/HEAD/mlflow-onboarding

### agent-evaluation

Official MLflow skill from mlflow/skills.

Install:

```bash
npx skills add mlflow/skills@agent-evaluation -y
```

Package: mlflow/skills
Source: https://github.com/mlflow/skills/tree/HEAD/agent-evaluation

### instrumenting-with-mlflow-tracing

Official MLflow skill from mlflow/skills.

Install:

```bash
npx skills add mlflow/skills@instrumenting-with-mlflow-tracing -y
```

Package: mlflow/skills
Source: https://github.com/mlflow/skills/tree/HEAD/instrumenting-with-mlflow-tracing

### retrieving-mlflow-traces

Official MLflow skill from mlflow/skills.

Install:

```bash
npx skills add mlflow/skills@retrieving-mlflow-traces -y
```

Package: mlflow/skills
Source: https://github.com/mlflow/skills/tree/HEAD/retrieving-mlflow-traces

### querying-mlflow-metrics

Official MLflow skill from mlflow/skills.

Install:

```bash
npx skills add mlflow/skills@querying-mlflow-metrics -y
```

Package: mlflow/skills
Source: https://github.com/mlflow/skills/tree/HEAD/querying-mlflow-metrics

### mlflow-agent

Official MLflow skill from mlflow/skills.

Install:

```bash
npx skills add mlflow/skills@mlflow-agent -y
```

Package: mlflow/skills
Source: https://github.com/mlflow/skills/tree/HEAD/mlflow-agent

### sagemaker-mlflow

Official MLflow skill from mlflow/skills.

Install:

```bash
npx skills add mlflow/skills@sagemaker-mlflow -y
```

Package: mlflow/skills
Source: https://github.com/mlflow/skills/tree/HEAD/sagemaker-mlflow

### fix-agent-issue

Official MLflow skill from mlflow/skills.

Install:

```bash
npx skills add mlflow/skills@fix-agent-issue -y
```

Package: mlflow/skills
Source: https://github.com/mlflow/skills/tree/HEAD/fix-agent-issue

### build-a-scorer

Official MLflow skill from mlflow/skills.

Install:

```bash
npx skills add mlflow/skills@build-a-scorer -y
```

Package: mlflow/skills
Source: https://github.com/mlflow/skills/tree/HEAD/build-a-scorer

### analyze-mlflow-chat-session

Official MLflow skill from mlflow/skills.

Install:

```bash
npx skills add mlflow/skills@analyze-mlflow-chat-session -y
```

Package: mlflow/skills
Source: https://github.com/mlflow/skills/tree/HEAD/analyze-mlflow-chat-session

### analyze-mlflow-trace

Official MLflow skill from mlflow/skills.

Install:

```bash
npx skills add mlflow/skills@analyze-mlflow-trace -y
```

Package: mlflow/skills
Source: https://github.com/mlflow/skills/tree/HEAD/analyze-mlflow-trace

### setup

Official MLflow skill from mlflow/mlflow.

Install:

```bash
npx skills add mlflow/mlflow@setup -y
```

Package: mlflow/mlflow
Source: https://github.com/mlflow/mlflow/tree/HEAD/libs/typescript/integrations/claude-code/skills/setup

### status

Official MLflow skill from mlflow/mlflow.

Install:

```bash
npx skills add mlflow/mlflow@status -y
```

Package: mlflow/mlflow
Source: https://github.com/mlflow/mlflow/tree/HEAD/libs/typescript/integrations/claude-code/skills/status

## mlflow/skills package overview

Includes 12 official skills: searching-mlflow-docs, mlflow-onboarding, agent-evaluation, instrumenting-with-mlflow-tracing, retrieving-mlflow-traces, querying-mlflow-metrics.

### Top skills in this package

- searching-mlflow-docs: Official MLflow skill from mlflow/skills.
- mlflow-onboarding: Official MLflow skill from mlflow/skills.
- agent-evaluation: Official MLflow skill from mlflow/skills.
- instrumenting-with-mlflow-tracing: Official MLflow skill from mlflow/skills.
- retrieving-mlflow-traces: Official MLflow skill from mlflow/skills.
- querying-mlflow-metrics: Official MLflow skill from mlflow/skills.
- mlflow-agent: Official MLflow skill from mlflow/skills.
- sagemaker-mlflow: Official MLflow skill from mlflow/skills.

### Install

Install the full package:

```bash
npx skills add mlflow/skills -y
```

Install a specific skill:

```bash
npx skills add mlflow/skills@searching-mlflow-docs -y
```

Use the package when you want your agent to choose the relevant skill from this official repository.

Source: https://github.com/mlflow/skills#readme