Data Science &amp; ML Agent Skills

Streamlines the process of exporting, optimizing, and deploying TensorFlow models using the industry-standard SavedModel format.

Feature Importance Analyzer

Analyzes and identifies the most impactful variables in machine learning models to improve interpretability and performance.

TensorFlow Model Trainer

Streamlines the creation, training, and optimization of TensorFlow machine learning models with production-grade code and automated best practices.

ML Feature Engineering Helper

Automates the transformation, scaling, and selection of data features to optimize machine learning model performance and accuracy.

Crypto Trading Strategy Backtester

Validates cryptocurrency and traditional trading strategies against historical data to calculate risk-adjusted performance metrics.

Lindy Agent Hello World

1,056

Bootstraps minimal Lindy AI agent integrations to verify API connectivity and learn core SDK patterns.

DART Python Physics Simulation

1,046

Simplifies the development and integration of DART physics engine simulations using Python bindings.

Kling AI Text to Video

Generates high-quality cinematic videos from text descriptions using Kling AI's advanced generative models.

ROC Curve Plotter

Generates professional ROC curves and calculates AUC metrics to evaluate machine learning classification model performance.

Time Series Forecaster

Analyzes historical time-dependent data to predict future trends and patterns using advanced statistical models.

LangChain Chains & Prompts

Architects production-ready LangChain workflows using LCEL, dynamic prompt templates, and complex composition patterns.

Regression Analysis Helper

Streamlines the creation, validation, and implementation of regression models for advanced statistical data analysis.

LangChain Error Diagnosis

Diagnoses and resolves common LangChain errors, exceptions, and integration issues to streamline AI application development.

Triton Inference Configuration

Automates the generation and optimization of NVIDIA Triton Inference Server configurations for high-performance ML model serving.

Dagster Pipeline Creator

Generates and optimizes production-ready Dagster data pipelines for orchestration, ETL, and data transformation workflows.

Data Augmentation Pipeline

999

Automates the creation and optimization of data augmentation pipelines to improve machine learning model performance and robustness.

Statistical Significance Calculator

Calculates and interprets statistical significance for experimental data and A/B testing directly within the Claude Code environment.

Deepgram Quick Start

Generates a minimal, functional Deepgram speech-to-text implementation for rapid prototyping and API testing.

LangChain Rate Limiter

Manages API quotas and request throughput for LangChain applications using advanced rate limiting and backoff strategies.

Model Explainability Tool

Streamlines machine learning model interpretation by providing automated guidance and code for advanced explainability techniques.

Plotly Chart Generator

Generates interactive, production-ready Plotly visualizations and data dashboards directly within your development workflow.

Chart Type Recommender

Recommends and implements the most effective data visualizations based on your dataset's structure and analytical goals.

ML Model Version Tracker

Automates the tracking, versioning, and performance logging of machine learning models to ensure reproducible and organized AI development.

LangChain Migration Deep Dive

Provides comprehensive strategies and code patterns for migrating legacy LLM applications to the LangChain framework.

Model Checkpoint Manager

Automates the implementation of robust model checkpointing strategies to ensure resilient and reproducible machine learning training workflows.

MLflow Tracking Setup

Automates the configuration and implementation of MLflow experiment tracking for machine learning workflows.

Early Stopping Callback