a5c-ai/babysitter - Página 8

cdc-pattern-implementer

Implements Change Data Capture patterns for real-time data integration

Idioma del texto original: inglés

cost-optimizer-cloud-data-platforms

Analyzes and optimizes costs for cloud data platforms

Idioma del texto original: inglés

data-catalog-enricher

Enriches data catalog entries with automated metadata

Idioma del texto original: inglés

data-lineage-mapper

Extracts and maps data lineage from various sources including SQL, dbt, Airflow, and Spark, generating comprehensive lineage graphs for impact analysis.

Idioma del texto original: inglés

data-quality-profiler

Profiles data assets to assess quality dimensions, detect anomalies, and generate comprehensive data quality reports with actionable recommendations.

Idioma del texto original: inglés

dbt-project-analyzer

Analyzes dbt projects for best practices, performance, maintainability, and generates actionable recommendations for improvement.

Idioma del texto original: inglés

dimensional-model-validator

Validates dimensional models against Kimball methodology best practices

Idioma del texto original: inglés

feature-engineering-optimizer

Optimizes feature engineering pipelines and feature store configurations

Idioma del texto original: inglés

great-expectations-generator

Generates Great Expectations suites from data profiles and business rules

Idioma del texto original: inglés

incremental-model-strategy-selector

Selects and configures optimal incremental model strategies

Idioma del texto original: inglés

kafka-topic-designer

Designs and optimizes Apache Kafka topics and configurations

Idioma del texto original: inglés

obt-design-optimizer

Designs and optimizes One Big Table (OBT) patterns

Idioma del texto original: inglés

scd-implementation-generator

Generates Slowly Changing Dimension implementations across platforms

Idioma del texto original: inglés

schema-evolution-manager

Manages schema evolution and compatibility across data systems

Idioma del texto original: inglés

sql-query-optimizer

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

Idioma del texto original: inglés

stream-processing-windowing-designer

Designs optimal windowing strategies for stream processing

Idioma del texto original: inglés

alibi-explainer

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

Idioma del texto original: inglés

arize-observability

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

Idioma del texto original: inglés

bentoml-model-packager

BentoML skill for model packaging, serving, and containerization.

Idioma del texto original: inglés

dvc-dataset-versioning

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

Idioma del texto original: inglés

evidently-drift-detector

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

Idioma del texto original: inglés

fairlearn-bias-detector

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

Idioma del texto original: inglés

feast-feature-store

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

Idioma del texto original: inglés

great-expectations-validator

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

Idioma del texto original: inglés

jupyter-notebook-executor

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

Idioma del texto original: inglés

kubeflow-pipeline-executor

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

Idioma del texto original: inglés

lime-explainer

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

Idioma del texto original: inglés

mlflow-experiment-tracker

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.

Idioma del texto original: inglés

model-card-generator

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

Idioma del texto original: inglés

optuna-hyperparameter-tuner

Optuna integration skill for automated hyperparameter optimization with advanced search strategies, pruning, multi-objective optimization, and visualization capabilities.

Idioma del texto original: inglés

pandas-dataframe-analyzer

Automated DataFrame analysis skill for statistical summaries, missing value detection, data type inference, and memory optimization recommendations.

Idioma del texto original: inglés

pytorch-trainer

PyTorch model training skill with custom training loops, gradient management, and GPU optimization.

Idioma del texto original: inglés

ray-distributed-trainer

Distributed computing skill using Ray for parallel training, hyperparameter search, and resource management.

Idioma del texto original: inglés

seldon-model-deployer

Seldon Core deployment skill for model serving, A/B testing, and canary deployments on Kubernetes.

Idioma del texto original: inglés

shap-explainer

SHAP-based model explainability skill for feature attribution, summary plots, and interaction analysis.

Idioma del texto original: inglés

sklearn-model-trainer

Scikit-learn model training skill with cross-validation, hyperparameter tuning, pipeline construction, and model serialization. Enables automated ML model development using scikit-learn's comprehensive toolkit.

Idioma del texto original: inglés

tensorflow-trainer

TensorFlow/Keras model training skill with callbacks, distributed strategies, and TensorBoard integration.

Idioma del texto original: inglés

wandb-experiment-tracker

Weights & Biases integration skill for experiment tracking, hyperparameter sweeps, and artifact versioning.

Idioma del texto original: inglés

whylabs-monitor

WhyLabs integration skill for ML observability, profile logging, and anomaly detection.

Idioma del texto original: inglés

accessibility-test-runner

Run accessibility audits with axe-core and screen reader testing for desktop applications

Idioma del texto original: inglés