AI model or service

MLflow agent skills for Claude Code, Codex and other agents.

Open-source platform for managing the ML lifecycle, from experiment tracking to deployment.
skills
39
official
9
Type
AI model or service
Website
mlflow.org
Official GitHub
mlflow
Reviews
See MLflow on Enlisted

MLflow skills, ranked

Ranked by score. Sort bymost stars,trending,newest,recently updated

Official (9 skills)

Official MLflow skills
#SkillRepositoryStarsUsed inTokensAuto-checkLicenceUpdated
1

Submit, monitor, analyze, and evaluate LeRobot imitation learning training jobs on OSMO with Azure ML MLflow integration and inference evaluation - Brought to you by microsoft/physical-ai-toolchain

microsoft/physical-ai-toolchain123—~3.8kAutomated safety check: NotesMITtoday
2

Databricks Model Serving endpoint lifecycle and ops. An agent skill from databricks/databricks-agent-skills.

databricks/databricks-agent-skills3451 repo~3.4kAutomated safety check: PassUnknowntoday
3

A skill your agent uses when composing the Search(...) call and calling .start().

NVIDIA/CompileIQ138—~2.2kAutomated safety check: NotesApache-2.015 days ago
4

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

databricks/databricks-agent-skills345—~4.6kAutomated safety check: PassUnknowntoday
5

Runs standard or fixed-channel softmax finetuning of NV-Segment-CT VISTA3D on CT NIfTI image/label datasets, with optional MONAI-native MLflow tracking and checkpoint evidence.

NVIDIA/skills3.5k—~4.2kAutomated safety check: NotesApache-2.0today
6

Exports sanitized metadata, parameters, reproducibility details, quality metrics, and optional review artifacts from Medical AI inference runs or evidence packs to MLflow.

NVIDIA/skills3.5k—~1.3kAutomated safety check: NotesApache-2.0today
7
7.AWS AI MLOfficial

Selects, deploys, and customizes AI models on Amazon SageMaker.

aws/agent-toolkit-for-aws2.8k—~1.7kAutomated safety check: PassApache-2.0today
8

MLflow 3 GenAI agent evaluation. An agent skill from databricks/databricks-agent-skills.

databricks/databricks-agent-skills345—~2.7kAutomated safety check: PassUnknowntoday
9

Expert knowledge for Azure Data Science Virtual Machines development including troubleshooting, decision making, architecture & design patterns, security, configuration, integrations & coding…

MicrosoftDocs/Agent-Skills777—~1.8kAutomated safety check: PassCC-BY-4.03 days ago

Community

Community MLflow skills
#SkillRepositoryStarsUsed inTokensAuto-checkLicenceUpdated
10

Testing framework for evaluating Databricks skills. An agent skill from databricks-solutions/ai-dev-kit.

databricks-solutions/ai-dev-kit1.9k—~1.9kAutomated safety check: PassUnknown1 mo ago
11

This skill should be used when the user wants to "set up tracing", "monitor my ADK agent", "configure logging", "add observability", "debug production traffic", or needs guidance on monitoring…

pifferologo/cloud-agents-cli1291 repo~2.5kAutomated safety check: PassApache-2.01 mo ago
12

Build DSPy evaluation harnesses with rich-feedback metrics that are essential for GEPA optimization.

intertwine/dspy-agent-skills278—~1.5kAutomated safety check: PassMIT1 mo ago
13

Same-epoch comparison of training runs across wandb, neptune, tensorboard, or mlflow.

fcakyon/phd-skills415—~1.2kAutomated safety check: PassMIT23 days ago
14

Manages biological datasets with LaminDB: versioned artifacts, run lineage, ontology-based annotation, schema validation and links to workflow managers and ML tools.

davila7/claude-code-templates32k12 repos~3.6kAutomated safety check: PassMITtoday
15

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

Orchestra-Research/AI-Research-SKILLs13k2 repos~3.9kAutomated safety check: PassMIT3 mo ago
16

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

alirezarezvani/claude-cto-team117—~3.1kAutomated safety check: PassMIT9 mo ago
17

Enhancement-overlay skill — the DECISION + WIRING layer for LM observability that the single-backend skills [[langsmith]], [[phoenix]], [[mlflow]] do NOT cover.

agentsope/SkillAlchemy466—~4.4kAutomated safety check: PassMITtoday
18

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

Jeffallan/claude-skills12k—~1.9kAutomated safety check: PassMIT5 days ago
19

Deep learning framework (PyTorch Lightning / lightning package).

K-Dense-AI/scientific-agent-skills48k1 repo~2.6kAutomated safety check: NotesApache-2.04 days ago
20

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

alirezarezvani/claude-skills28k1 repo~2.3kAutomated safety check: PassMIT1 mo ago
21

ML engineering skill for productionizing models, building MLOps pipelines, and integrating LLMs.

alirezarezvani/claude-skills28k1 repo~2.4kAutomated safety check: PassMIT1 mo ago
22

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

ancoleman/ai-design-components526—~3.5kAutomated safety check: PassMIT10 mo ago
23

Build comprehensive ML pipelines, experiment tracking, and model registries with MLflow, Kubeflow, and modern MLOps tools.

aiskillstore/marketplace4307 repos~2.8kAutomated safety check: PassNo licencetoday
24

Copy skore reports between local, Hub, and MLflow with skore sync, and optionally switch the recorded upload destination.

probabl-ai/skills138—~1.6kAutomated safety check: PassBSD-3-Clausetoday
25

Strategic guidance for operationalizing machine learning models from experimentation to production.

ancoleman/ai-design-components526—~9.2kAutomated safety check: PassMIT10 mo ago
26

Implement machine learning experiment tracking using MLflow or Weights & Biases.

jeremylongshore/tons-of-skills-marketplace2.8k—~954Automated safety check: PassMITtoday
27

Build this skill enables AI assistant to track and manage ai/ml model versions using the model-versioning-tracker plugin.

jeremylongshore/tons-of-skills-marketplace2.8k—~1.3kAutomated safety check: PassMITtoday
28

A skill your agent uses for debugging DSPy programs, inspecthistory, tracing LLM calls, custom callbacks, observability, monitoring, and cost tracking.

OmidZamani/dspy-skills124—~2.1kAutomated safety check: WarnMIT3 mo ago
29

MLOps across model deployment, ML pipelines, monitoring, and feature stores.

borghei/Claude-Skills886—~3.5kAutomated safety check: PassMIT2 days ago
30

Guided workflow for taking any ML codebase — including one with no experiment tracking at all, or one full of MLflow 2-era idioms — to a production-grade open-source MLflow 3 setup with…

pproenca/dot-skills215—~1.9kAutomated safety check: PassMIT1 mo ago
31

This skill is applicable when using LaminDB. An agent skill from aipoch/medical-research-skills.

aipoch/medical-research-skills2k—~4.8kAutomated safety check: PassMIT22 days ago
32

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

revfactory/harness-1001.3k—~1.4kAutomated safety check: PassApache-2.06 mo ago
33

Configure mlflow tracking setup operations. An agent skill from jeremylongshore/tons-of-skills-marketplace.

jeremylongshore/tons-of-skills-marketplace2.8k—~570Automated safety check: PassMITtoday
34

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

secondsky/claude-skills227—~3.2kAutomated safety check: PassMIT11 days ago
35

A skill your agent uses for MLflow GenAI observability work: tracing, trace search/export, OpenTelemetry, prompts, GenAI datasets/evaluation, scorers/judges, review queues, assessments, and provider…

VectorSpaceLab/AREX-Skill330—~726Automated safety check: PassApache-2.01 mo ago
36

Use this sub-skill for MLflow Models, pyfunc, flavor APIs, signatures, input examples, dependencies, local serving/prediction, and mlflow.evaluate workflows.

VectorSpaceLab/AREX-Skill330—~675Automated safety check: PassApache-2.01 mo ago
37

Onboards users to MLflow by determining their use case (GenAI agents/apps or traditional ML/deep learning) and guiding them through relevant quickstart tutorials and initial integration.

Kilo-Org/kilo-marketplace190—~3.2kAutomated safety check: PassApache-2.010 days ago
38

Searches and retrieves MLflow documentation from the official docs site.

Kilo-Org/kilo-marketplace190—~666Automated safety check: PassApache-2.010 days ago
39

MLflow, Weights & Biases 등 실험 추적 도구 설정, 재현성 보장, 모델 레지스트리, 실험 비교 방법론 가이드.

revfactory/harness-1001.3k—~1.2kAutomated safety check: PassApache-2.06 mo ago

Questions, answered from the data.

What is the best MLflow skill?

Osmo Lerobot Training (official) from microsoft/physical-ai-toolchain ranks first of the 39 MLflow skills listed here, with the highest score: its repository has 123 GitHub stars, its SKILL.md loads about 3.8k tokens and it has informational notes only in the automated safety check. Next come Databricks Model Serving and Compileiq Run Search.

Is there an official MLflow skill?

9 of the 39 MLflow skills are official, published by the vendor's own GitHub organization: Osmo Lerobot Training, Databricks Model Serving, Compileiq Run Search, Databricks ML Training, Nv Segment Ct Finetune and 4 more.

How are these skills ranked?

By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.