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MLflow
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Testing framework for evaluating Databricks skills. An agent skill from databricks-solutions/ai-dev-kit. | databricks-solutions/ | 1.9k | — | ~1.9k | Automated safety check: Pass | Unknown | 1 mo ago |
| 2 | 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/ | 129 | 1 repo | ~2.5k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 3 | Build DSPy evaluation harnesses with rich-feedback metrics that are essential for GEPA optimization. | intertwine/ | 278 | — | ~1.5k | Automated safety check: Pass | MIT | 1 mo ago |
| 4 | 4.Compare Same-epoch comparison of training runs across wandb, neptune, tensorboard, or mlflow. | fcakyon/ | 415 | — | ~1.2k | Automated safety check: Pass | MIT | 24 days ago |
| 5 | 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/ | 126 | — | ~3.8k | Automated safety check: Notes | MIT | yesterday |
| 6 | Databricks Model Serving endpoint lifecycle and ops. An agent skill from databricks/databricks-agent-skills. | databricks/ | 345 | 1 repo | ~3.4k | Automated safety check: Pass | Unknown | today |
| 7 | Manages biological datasets with LaminDB: versioned artifacts, run lineage, ontology-based annotation, schema validation and links to workflow managers and ML tools. | davila7/ | 33k | 12 repos | ~3.6k | Automated safety check: Pass | MIT | today |
| 8 | A skill your agent uses when composing the Search(...) call and calling .start(). | NVIDIA/ | 138 | — | ~2.2k | Automated safety check: Notes | Apache-2.0 | 17 days ago |
| 9 | Tracks ML experiments, versions models in the MLflow registry and covers deployment and reproducibility, with autologging for common frameworks. | Orchestra-Research/ | 13k | 2 repos | ~3.9k | Automated safety check: Pass | MIT | 3 mo ago |
| 10 | Deep expertise in ML/CV model selection, training pipelines, and inference architecture. | alirezarezvani/ | 117 | — | ~3.1k | Automated safety check: Pass | MIT | 9 mo ago |
| 11 | Enhancement-overlay skill — the DECISION + WIRING layer for LM observability that the single-backend skills [[langsmith]], [[phoenix]], [[mlflow]] do NOT cover. | agentsope/ | 436 | — | ~4.4k | Automated safety check: Pass | MIT | 2 days ago |
| 12 | Designs ML pipeline infrastructure: experiment tracking with MLflow or Weights & Biases, Kubeflow and Airflow orchestration, Feast feature stores and model validation gates. | Jeffallan/ | 12k | — | ~1.9k | Automated safety check: Pass | MIT | 7 days ago |
| 13 | Deep learning framework (PyTorch Lightning / lightning package). | K-Dense-AI/ | 48k | 1 repo | ~2.6k | Automated safety check: Notes | Apache-2.0 | 5 days ago |
| 14 | World-class senior data scientist skill specialising in statistical modeling, experiment design, causal inference, and predictive analytics. | alirezarezvani/ | 28k | 1 repo | ~2.3k | Automated safety check: Pass | MIT | 1 mo ago |
| 15 | ML engineering skill for productionizing models, building MLOps pipelines, and integrating LLMs. | alirezarezvani/ | 28k | 1 repo | ~2.4k | Automated safety check: Pass | MIT | 1 mo ago |
| 16 | Copy skore reports between local, Hub, and MLflow with skore sync, and optionally switch the recorded upload destination. | probabl-ai/ | 138 | — | ~1.6k | Automated safety check: Pass | BSD-3-Clause | yesterday |
| 17 | Data pipelines, feature stores, and embedding generation for AI/ML systems. | ancoleman/ | 525 | — | ~3.5k | Automated safety check: Pass | MIT | 10 mo ago |
| 18 | Build comprehensive ML pipelines, experiment tracking, and model registries with MLflow, Kubeflow, and modern MLOps tools. | aiskillstore/ | 433 | 7 repos | ~2.8k | Automated safety check: Pass | No licence | yesterday |
| 19 | Strategic guidance for operationalizing machine learning models from experimentation to production. | ancoleman/ | 525 | — | ~9.2k | Automated safety check: Pass | MIT | 10 mo ago |
| 20 | Train ML models on Databricks. An agent skill from databricks/databricks-agent-skills. | databricks/ | 345 | — | ~4.6k | Automated safety check: Pass | Unknown | today |
| 21 | Implement machine learning experiment tracking using MLflow or Weights & Biases. | jeremylongshore/ | 2.8k | — | ~954 | Automated safety check: Pass | MIT | yesterday |
| 22 | Build this skill enables AI assistant to track and manage ai/ml model versions using the model-versioning-tracker plugin. | jeremylongshore/ | 2.8k | — | ~1.3k | Automated safety check: Pass | MIT | yesterday |
| 23 | 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/ | 3.6k | — | ~4.2k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 24 | Exports sanitized metadata, parameters, reproducibility details, quality metrics, and optional review artifacts from Medical AI inference runs or evidence packs to MLflow. | NVIDIA/ | 3.6k | — | ~1.3k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 25 | Selects, deploys, and customizes AI models on Amazon SageMaker. | aws/ | 2.8k | — | ~2.1k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 26 | A skill your agent uses for debugging DSPy programs, inspecthistory, tracing LLM calls, custom callbacks, observability, monitoring, and cost tracking. | OmidZamani/ | 123 | — | ~2.1k | Automated safety check: Warn | MIT | 3 mo ago |
| 27 | MLOps across model deployment, ML pipelines, monitoring, and feature stores. | borghei/ | 891 | — | ~3.5k | Automated safety check: Pass | MIT | 3 days ago |
| 28 | 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/ | 215 | — | ~1.9k | Automated safety check: Pass | MIT | 1 mo ago |
| 29 | MLflow 3 GenAI agent evaluation. An agent skill from databricks/databricks-agent-skills. | databricks/ | 345 | — | ~2.7k | Automated safety check: Pass | Unknown | today |
| 30 | 30.Lamindb This skill is applicable when using LaminDB. An agent skill from aipoch/medical-research-skills. | aipoch/ | 1.9k | — | ~4.8k | Automated safety check: Pass | MIT | 23 days ago |
| 31 | Guide for experiment tracking tool setup (MLflow, Weights & Biases, etc.), reproducibility assurance, model registry, and experiment comparison methodology. | revfactory/ | 1.3k | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | 6 mo ago |
| 32 | Configure mlflow tracking setup operations. An agent skill from jeremylongshore/tons-of-skills-marketplace. | jeremylongshore/ | 2.8k | — | ~570 | Automated safety check: Pass | MIT | yesterday |
| 33 | Automate ML workflows with Airflow, Kubeflow, MLflow. An agent skill from secondsky/claude-skills. | secondsky/ | 227 | — | ~3.2k | Automated safety check: Pass | MIT | 12 days ago |
| 34 | 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/ | 331 | — | ~726 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 35 | Use this sub-skill for MLflow Models, pyfunc, flavor APIs, signatures, input examples, dependencies, local serving/prediction, and mlflow.evaluate workflows. | VectorSpaceLab/ | 331 | — | ~675 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 36 | 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/ | 190 | — | ~3.2k | Automated safety check: Pass | Apache-2.0 | 12 days ago |
| 37 | Searches and retrieves MLflow documentation from the official docs site. | Kilo-Org/ | 190 | — | ~666 | Automated safety check: Pass | Apache-2.0 | 12 days ago |
| 38 | Expert knowledge for Azure Data Science Virtual Machines development including troubleshooting, decision making, architecture & design patterns, security, configuration, integrations & coding… | MicrosoftDocs/ | 776 | — | ~1.8k | Automated safety check: Pass | CC-BY-4.0 | 5 days ago |
| 39 | MLflow, Weights & Biases 등 실험 추적 도구 설정, 재현성 보장, 모델 레지스트리, 실험 비교 방법론 가이드. | revfactory/ | 1.3k | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | 6 mo ago |