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](./references/cursorrulesautogen.md)

Aws Dynamodb

📖 [详细文档](./references/cursorrulesaws-dynamodb.md)

Aws Rds

📖 [详细文档](./references/cursorrulesaws-rds.md)

Crewai

📖 [详细文档](./references/cursorrulescrewai.md)

Cuda

📖 [详细文档](./references/cursorrulescuda.md)

Dask

📖 [详细文档](./references/cursorrulesdask.md)

Drizzle

📖 [详细文档](./references/cursorrulesdrizzle.md)

Duckdb

📖 [详细文档](./references/cursorrulesduckdb.md)

Elasticsearch

📖 [详细文档](./references/cursorruleselasticsearch.md)

Firebase

📖 [详细文档](./references/cursorrulesfirebase.md)

Huggingface

📖 [详细文档](./references/cursorruleshuggingface.md)

Jax

📖 [详细文档](./references/cursorrulesjax.md)

Keras

📖 [详细文档](./references/cursorruleskeras.md)

Langchain

📖 [详细文档](./references/cursorruleslangchain.md)

Langchain Js

📖 [详细文档](./references/cursorruleslangchain-js.md)

Langgraph

📖 [详细文档](./references/cursorruleslanggraph.md)

Lightgbm

📖 [详细文档](./references/cursorruleslightgbm.md)

Llama Index

📖 [详细文档](./references/cursorrulesllama-index.md)

Llamaindex Js

📖 [详细文档](./references/cursorrulesllamaindex-js.md)

Matplotlib

📖 [详细文档](./references/cursorrulesmatplotlib.md)

Mlx

📖 [详细文档](./references/cursorrulesmlx.md)

Modal

📖 [详细文档](./references/cursorrulesmodal.md)

Mongodb

📖 [详细文档](./references/cursorrulesmongodb.md)

Neo4J

📖 [详细文档](./references/cursorrulesneo4j.md)

Numba

📖 [详细文档](./references/cursorrulesnumba.md)

Numpy

📖 [详细文档](./references/cursorrulesnumpy.md)

Openai

📖 [详细文档](./references/cursorrulesopenai.md)

Pandas

📖 [详细文档](./references/cursorrulespandas.md)

Peewee

📖 [详细文档](./references/cursorrulespeewee.md)

Plotly

📖 [详细文档](./references/cursorrulesplotly.md)

Pony

📖 [详细文档](./references/cursorrulespony.md)

Postgresql

📖 [详细文档](./references/cursorrulespostgresql.md)

Pytorch

📖 [详细文档](./references/cursorrulespytorch.md)

Redis

📖 [详细文档](./references/cursorrulesredis.md)

Scikit Learn

📖 [详细文档](./references/cursorrulesscikit-learn.md)

Scipy

📖 [详细文档](./references/cursorrulesscipy.md)

Seaborn

📖 [详细文档](./references/cursorrulesseaborn.md)

Smolagents

📖 [详细文档](./references/cursorrulessmolagents.md)

Sqlalchemy

📖 [详细文档](./references/cursorrulessqlalchemy.md)

Sqlite

📖 [详细文档](./references/cursorrulessqlite.md)

Statsmodels

📖 [详细文档](./references/cursorrulesstatsmodels.md)

Supabase

📖 [详细文档](./references/cursorrulessupabase.md)

Tensorflow

📖 [详细文档](./references/cursorrulestensorflow.md)

Tinygrad

📖 [详细文档](./references/cursorrulestinygrad.md)

Tortoise Orm

📖 [详细文档](./references/cursorrulestortoise-orm.md)

Vllm

📖 [详细文档](./references/cursorrulesvllm.md)

Xgboost

📖 [详细文档](./references/cursorrulesxgboost.md)

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](./references/databases_database-admin.md)

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](./references/databases_database-optimizer.md)

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](./references/databases_data-engineer.md)

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](./references/databases_data-scientist.md)

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](./references/databases_customer-support.md)

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](./references/specializeddatabasessql-pro.md)