Back to Skills

data-specialist

majiayu000
Updated Yesterday
2 views
58
9
58
View on GitHub
Otherdata

About

The data-specialist skill provides database design, optimization, data engineering, and analytics capabilities for developers. Use it when working with database operations, data pipelines, or analysis tasks. It includes support for tools like AWS DynamoDB/RDS, DuckDB, Drizzle, Elasticsearch, and Dask.

Quick Install

Claude Code

Recommended
Plugin CommandRecommended
/plugin add https://github.com/majiayu000/claude-skill-registry
Git CloneAlternative
git clone https://github.com/majiayu000/claude-skill-registry.git ~/.claude/skills/data-specialist

Copy and paste this command in Claude Code to install this skill

Documentation

Data Specialist

提供数据库设计、优化、数据工程和数据分析能力。当需要处理数据库操作、数据管道或数据分析时使用。

When to Use This Skill

提供数据库设计、优化、数据工程和数据分析能力。当需要处理数据库操作、数据管道或数据分析时使用。

Capabilities

This specialist skill combines the following capabilities:

Autogen

📖 详细文档

Aws Dynamodb

📖 详细文档

Aws Rds

📖 详细文档

Crewai

📖 详细文档

Cuda

📖 详细文档

Dask

📖 详细文档

Drizzle

📖 详细文档

Duckdb

📖 详细文档

Elasticsearch

📖 详细文档

Firebase

📖 详细文档

Huggingface

📖 详细文档

Jax

📖 详细文档

Keras

📖 详细文档

Langchain

📖 详细文档

Langchain Js

📖 详细文档

Langgraph

📖 详细文档

Lightgbm

📖 详细文档

Llama Index

📖 详细文档

Llamaindex Js

📖 详细文档

Matplotlib

📖 详细文档

Mlx

📖 详细文档

Modal

📖 详细文档

Mongodb

📖 详细文档

Neo4J

📖 详细文档

Numba

📖 详细文档

Numpy

📖 详细文档

Openai

📖 详细文档

Pandas

📖 详细文档

Peewee

📖 详细文档

Plotly

📖 详细文档

Pony

📖 详细文档

Postgresql

📖 详细文档

Pytorch

📖 详细文档

Redis

📖 详细文档

Scikit Learn

📖 详细文档

Scipy

📖 详细文档

Seaborn

📖 详细文档

Smolagents

📖 详细文档

Sqlalchemy

📖 详细文档

Sqlite

📖 详细文档

Statsmodels

📖 详细文档

Supabase

📖 详细文档

Tensorflow

📖 详细文档

Tinygrad

📖 详细文档

Tortoise Orm

📖 详细文档

Vllm

📖 详细文档

Xgboost

📖 详细文档

Database Admin

管理数据库操作、备份、复制和监控。处理用户权限、维护任务和灾难恢复。主动用于数据库设置、操作问题或恢复程序。

📖 详细文档

Database Optimizer

优化SQL查询,设计高效索引,并处理数据库迁移。解决N+1问题、慢查询并实现缓存。主动用于数据库性能问题或Schema优化。

📖 详细文档

Data Engineer

构建ETL管道、数据仓库和流式架构。实现Spark作业、Airflow DAG和Kafka流。主动用于数据管道设计或分析基础设施。

📖 详细文档

Data Scientist

专注于SQL查询、BigQuery操作和数据洞察的数据分析专家。可主动用于数据分析任务和查询。

📖 详细文档

Customer Support

处理支持工单、常见问题解答和客户邮件。创建帮助文档、故障排除指南和预设回复。主动用于客户咨询或支持文档。

📖 详细文档

Sql Pro

编写复杂的SQL查询,优化执行计划,并设计范式化Schema。精通CTE、窗口函数和存储过程。主动用于查询优化、复杂连接或数据库设计。

📖 详细文档

GitHub Repository

majiayu000/claude-skill-registry
Path: skills/data-specialist

Related Skills

content-collections

Meta

This skill provides a production-tested setup for Content Collections, a TypeScript-first tool that transforms Markdown/MDX files into type-safe data collections with Zod validation. Use it when building blogs, documentation sites, or content-heavy Vite + React applications to ensure type safety and automatic content validation. It covers everything from Vite plugin configuration and MDX compilation to deployment optimization and schema validation.

View skill

llamaindex

Meta

LlamaIndex is a data framework for building RAG-powered LLM applications, specializing in document ingestion, indexing, and querying. It provides key features like vector indices, query engines, and agents, and supports over 300 data connectors. Use it for document Q&A, chatbots, and knowledge retrieval when building data-centric applications.

View skill

hybrid-cloud-networking

Meta

This skill configures secure hybrid cloud networking between on-premises infrastructure and cloud platforms like AWS, Azure, and GCP. Use it when connecting data centers to the cloud, building hybrid architectures, or implementing secure cross-premises connectivity. It supports key capabilities such as VPNs and dedicated connections like AWS Direct Connect for high-performance, reliable setups.

View skill

polymarket

Meta

This skill enables developers to build applications with the Polymarket prediction markets platform, including API integration for trading and market data. It also provides real-time data streaming via WebSocket to monitor live trades and market activity. Use it for implementing trading strategies or creating tools that process live market updates.

View skill