Data Science & ML Claude 스킬

Schwab Market Data Snapshot

Synchronizes and caches comprehensive Charles Schwab market data, including account status, real-time quotes, and option chains for trading agents.

Koog AI Agent Framework

Builds sophisticated AI agents with tool-calling capabilities and multi-provider LLM integration using a Kotlin-native framework.

Strategy Translator

Translates trading strategy documentation into production-ready Python backtesting code and TradingView Pine Script.

Data Visualization Expert

Transforms complex datasets into clear, actionable visual insights and professional dashboard designs.

Dynamic Budget Orchestrator SBI

Orchestrates AI execution phases to ensure deterministic outputs and efficient resource management within AGI environments.

RAG Systems Development

Builds robust Retrieval-Augmented Generation (RAG) pipelines for grounded AI responses using vector stores and embeddings.

KINTSUGI Project Data Handler

Manages KINTSUGI project initialization by distinguishing between raw and processed data while automating SLURM configuration.

KINTSUGI SLURM Workflow Guide

Guides users through a comprehensive 10-step pipeline for processing multiplex imaging data on SLURM-managed HPC clusters.

Slurm Concurrent GPU+CPU Processing

Maximizes HPC throughput by orchestrating concurrent GPU and CPU batch processing across multiple SLURM accounts.

Slipstream LLM Finetuning

Optimizes large language models to communicate natively through the Slipstream inter-agent protocol using efficient finetuning workflows.

Cook County Data Portal

Enables seamless querying and extraction of datasets from the Cook County Open Data Portal using SODA and SoQL.

Chicago Data Portal Explorer

Facilitates seamless querying and downloading of City of Chicago municipal datasets using the Socrata Open Data API and SoQL.

US Census Data Query

Streamlines the retrieval of demographic, economic, and housing data from the US Census Bureau API.

AILANG Development Kit

Streamlines AILANG programming for AI agents by providing real-time syntax rules, capability-based execution, and a searchable library of 90+ code examples.

Synapse Upload Workflow

Streamlines complex file uploads and metadata mapping to Synapse data collections across local and cloud storage providers.

Synapse Specialized Actions

Streamlines Machine Learning workflows with specialized base classes for training, inference, data export, and deployment.

Synapse File Conversion

Converts incompatible image, video, and audio formats into supported extensions for seamless data collection uploads.

Synapse Plugin Execution

Facilitates the programmatic execution and discovery of Synapse plugins across local and distributed environments.

OpenAlgo Market Data

Retrieves real-time quotes, historical OHLCV data, and comprehensive option chains from 25+ Indian brokers using the OpenAlgo Python SDK.

Synapse Config YAML Guide

Guides developers in configuring Synapse plugin metadata, action definitions, and runtime environments for seamless tool integration.

ML Feature Stores

Architects and implements robust ML feature stores using Feast, Great Expectations, and DVC for production-grade machine learning pipelines.

AI & LLM Integration

Builds production-ready AI applications including RAG systems, vector search, and multi-provider LLM orchestrations.

Multi-Agent Systems Builder

Orchestrates complex multi-agent workflows and distributed AI architectures for specialized task execution.

Synapse Action Development

Streamlines the creation of Synapse plugin actions using function-based and class-based patterns with built-in Pydantic validation.

LLM Integration & Chat Completions

Implements advanced large language model chat completions and conversational context management using the z-ai-web-dev-sdk.

Hugging Face Dataset Creator

Streamlines the creation, configuration, and management of diverse datasets on the Hugging Face Hub directly from your development environment.

ArXiv Paper Reader

Downloads, parses, and summarizes ArXiv research papers by analyzing their raw LaTeX source code for deep technical insights.

Functional Introspection Principle

Applies structured self-analysis and governance protocols to evaluate and validate AI decision-making processes.

RDKit Cheminformatics

Enables advanced molecular analysis, chemical property calculation, and 3D coordinate generation using the RDKit toolkit.

Synapse Result Schemas

Provides standardized, type-safe result schemas for Synapse SDK plugin actions to ensure consistent data output and validation.