Data Science & ML Agent Skills

PySpark Transformer

Simplifies the creation and optimization of PySpark data transformation pipelines for large-scale data processing.

AI Trading Coach

Analyzes stock trading CSV files to provide professional-grade performance reviews and actionable AI-driven insights.

AI Voice Agent

Integrates local speech-to-text and text-to-speech capabilities into Claude Code for seamless voice-driven interactions.

AI Prompt Engineering Optimizer

Enhances AI response quality by integrating contextual knowledge and proven prompt engineering techniques.

Runware AI Media Generation

Generates high-quality images and videos using industry-leading AI models like FLUX, Stable Diffusion, and Kling AI via the Runware API.

Mistral AI Migration Suite

Streamlines the transition of AI-powered applications from providers like OpenAI to Mistral AI using structured adapter patterns and rollout strategies.

Groq Core Workflow A

Streamlines the primary execution path and core feature implementation for Groq AI integrations.

Google ADK Python Agent Toolkit

Builds and orchestrates sophisticated AI agents and multi-agent systems using Google's open-source Agent Development Kit.

AI Multimodal Processing

Processes, analyzes, and generates audio, video, image, and document content using Google Gemini's advanced multimodal API.

Context Engineering for AI Agents

Optimizes LLM performance by curating high-signal token sets, managing memory architectures, and implementing multi-agent coordination patterns.

Mastra AI Agent Framework

Builds sophisticated AI agents with integrated memory, deterministic workflows, RAG, and MCP support using the Mastra TypeScript framework.

Gemini Integration

Integrates Google's Gemini AI models directly into development workflows for advanced reasoning and code analysis.

Mistral AI Local Dev Loop

Establishes a high-velocity local development environment for Mistral AI integrations with hot reloading and comprehensive testing frameworks.

Databricks Error Resolver

Diagnoses and resolves common Databricks exceptions, Spark memory issues, and Delta Lake concurrency errors.

Mistral AI SDK Patterns

Implements production-grade Mistral AI SDK patterns for TypeScript and Python to ensure reliable and type-safe AI integrations.

Mistral AI Core Chat Workflow

Implements high-performance Mistral AI chat completions and streaming capabilities for conversational AI applications.

Databricks Hello World Quickstart

Deploys a minimal Databricks environment including a development cluster and an example notebook to verify workspace configuration.

Databricks Local Development Loop

Configures a high-velocity local development environment for Databricks using Databricks Connect and Asset Bundles.

Report Template Generator

Generates structured report templates and configurations for data analytics and business intelligence workflows.

Databricks Delta Lake ETL Workflow

Automates the creation of production-grade Delta Lake ETL pipelines using the Medallion Architecture pattern.

Mistral AI SDK Migration

Facilitates seamless upgrades of Mistral AI SDKs by detecting breaking changes and automating migration workflows.

Vertex AI Pipeline Creator

Automates the creation and orchestration of machine learning workflows on Google Cloud Platform's Vertex AI.

Flink Job Creator

Streamlines the development of Apache Flink streaming and batch processing jobs with production-ready code generation and pattern guidance.

Vertex AI Deployer

Automates machine learning model deployment, serving, and MLOps pipelines on Google Cloud Vertex AI.

GPU Resource Optimizer

Optimizes GPU utilization and resource allocation for high-performance machine learning deployments and model serving.

Cross Validation Setup

Automates the implementation of robust cross-validation strategies for machine learning models to ensure reliable performance evaluation.

Hyperparameter Tuner

Optimizes machine learning model performance by automating hyperparameter selection and providing expert implementation patterns for ML training.

Kling AI Quickstart

Generates your first AI video using Kling AI to verify integration and demonstrate basic text-to-video request patterns.

Langroid Design Patterns

Provides a comprehensive library of design patterns for building and optimizing multi-agent LLM systems with the Langroid framework.

ToolUniverse Skill Scaffolder

Automates the creation of specialized domain-analysis skills for AI scientists within the ToolUniverse ecosystem.