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a5c-ai

a5c-ai

1427 Skills published on GitHub.

solidity-dev

Deep expertise in Solidity language features, patterns, and best practices for secure smart contract development. Covers ERC standards, gas optimization, upgradeable contracts, and security patterns.

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subgraph-indexing

Subgraph development for The Graph protocol. Includes manifest configuration, GraphQL schema design, AssemblyScript handlers, entity relationships, and deployment to hosted and decentralized networks.

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tokenomics

Token economics simulation and analysis. Supports supply modeling, staking mechanisms, liquidity mining, governance dynamics, agent-based simulations, and cadCAD integration.

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wallet-integration

Wallet connection and transaction management for dApps using wagmi and viem. Supports multiple connectors, chain switching, EIP-712 signing, and hardware wallet integration.

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zk-circuits

Zero-knowledge circuit development using Circom and Noir languages. Supports constraint optimization, ZK-friendly cryptographic primitives, proof generation (Groth16, PLONK), and Merkle tree implementations.

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A/B Test Statistical Analyzer

Performs statistical analysis for A/B testing experiments

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airflow-dag-analyzer

Analyzes, validates, and optimizes Apache Airflow DAGs for reliability, performance, and best practices adherence.

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Apache Spark Optimizer

Analyzes and optimizes Apache Spark jobs for performance, cost, and resource utilization

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BI Semantic Layer Generator

Generates semantic layer definitions for BI tools from dimensional models

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CDC Pattern Implementer

Implements Change Data Capture patterns for real-time data integration

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Cost Optimizer (Cloud Data Platforms)

Analyzes and optimizes costs for cloud data platforms

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Data Catalog Enricher

Enriches data catalog entries with automated metadata

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data-lineage-mapper

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

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data-quality-profiler

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

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dbt-project-analyzer

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

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Dimensional Model Validator

Validates dimensional models against Kimball methodology best practices

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Feature Engineering Optimizer

Optimizes feature engineering pipelines and feature store configurations

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Great Expectations Generator

Generates Great Expectations suites from data profiles and business rules

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Incremental Model Strategy Selector

Selects and configures optimal incremental model strategies

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Kafka Topic Designer

Designs and optimizes Apache Kafka topics and configurations

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OBT Design Optimizer

Designs and optimizes One Big Table (OBT) patterns

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SCD Implementation Generator

Generates Slowly Changing Dimension implementations across platforms

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Schema Evolution Manager

Manages schema evolution and compatibility across data systems

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sql-query-optimizer

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

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Stream Processing Windowing Designer

Designs optimal windowing strategies for stream processing

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alibi-explainer

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

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arize-observability

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

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bentoml-model-packager

BentoML skill for model packaging, serving, and containerization.

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dvc-dataset-versioning

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

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evidently-drift-detector

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

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fairlearn-bias-detector

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

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feast-feature-store

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

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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.

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jupyter-notebook-executor

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

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kubeflow-pipeline-executor

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

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lime-explainer

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

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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.

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model-card-generator

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

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optuna-hyperparameter-tuner

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

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pandas-dataframe-analyzer

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

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pytest-ml-tester

ML-specific testing skill using pytest with fixtures for data, models, and predictions.

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pytorch-trainer

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

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ray-distributed-trainer

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

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seldon-model-deployer

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

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shap-explainer

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

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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.

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tensorflow-trainer

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

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wandb-experiment-tracker

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

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whylabs-monitor

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

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accessibility-test-runner

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

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