Browse Skills

a5c-ai/model-card-generator

Verified by SkillsAuth

development

Model documentation skill for generating model cards following Google's model card framework.

a5c-ai/mlflow-experiment-tracker

Verified by SkillsAuth

development

MLflow integration skill for experiment tracking, model registry, and artifact management. Enables LLMs to log experiments, compare runs, manage model lifecycle, and retrieve artifacts through the MLflow API.

a5c-ai/lime-explainer

Verified by SkillsAuth

data-ai

LIME-based local explanation skill for individual predictions across tabular, text, and image data.

a5c-ai/kubeflow-pipeline-executor

Verified by SkillsAuth

devops

Kubeflow Pipelines skill for ML workflow orchestration, component management, and Kubernetes-native ML.

a5c-ai/jupyter-notebook-executor

Verified by SkillsAuth

tools

Jupyter notebook execution skill for running notebooks programmatically and extracting outputs.

a5c-ai/great-expectations-validator

Verified by SkillsAuth

testing

Data quality validation skill using Great Expectations for schema validation, expectation suites, data documentation, and automated data quality checks in ML pipelines.

a5c-ai/feast-feature-store

Verified by SkillsAuth

data-ai

Feature store management skill for online/offline feature serving, feature registration, and training-serving consistency.

a5c-ai/fairlearn-bias-detector

Verified by SkillsAuth

data-ai

Fairness assessment skill using Fairlearn for bias detection, mitigation, and compliance reporting.

a5c-ai/evidently-drift-detector

Verified by SkillsAuth

data-ai

Evidently AI skill for data drift detection, model performance monitoring, target drift analysis, and automated reporting for ML systems in production.

a5c-ai/dvc-dataset-versioning

Verified by SkillsAuth

testing

Dataset versioning skill using DVC for tracking data changes, managing data pipelines, and ensuring reproducibility.

a5c-ai/bentoml-model-packager

Verified by SkillsAuth

data-ai

BentoML skill for model packaging, serving, and containerization.

a5c-ai/arize-observability

Verified by SkillsAuth

data-ai

Arize AI skill for production ML monitoring, embedding drift, and performance analysis.

a5c-ai/alibi-explainer

Verified by SkillsAuth

development

Alibi explainability skill for counterfactual explanations, anchors, and trust scores.

a5c-ai/Stream Processing Windowing Designer

Verified by SkillsAuth

content-media

Designs optimal windowing strategies for stream processing

a5c-ai/sql-query-optimizer

Verified by SkillsAuth

testing

Analyzes and optimizes SQL queries across different data warehouse platforms (Snowflake, BigQuery, Redshift, Databricks) with platform-specific recommendations.

a5c-ai/Schema Evolution Manager

Verified by SkillsAuth

data-ai

Manages schema evolution and compatibility across data systems

a5c-ai/SCD Implementation Generator

Verified by SkillsAuth

tools

Generates Slowly Changing Dimension implementations across platforms

a5c-ai/OBT Design Optimizer

Verified by SkillsAuth

content-media

Designs and optimizes One Big Table (OBT) patterns

a5c-ai/Kafka Topic Designer

Verified by SkillsAuth

content-media

Designs and optimizes Apache Kafka topics and configurations

a5c-ai/Incremental Model Strategy Selector

Verified by SkillsAuth

data-ai

Selects and configures optimal incremental model strategies