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。

This specialist skill combines the following capabilities:

Autogen

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

Aws Dynamodb

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

Aws Rds

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

Crewai

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

Cuda

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

Dask

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

Drizzle

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

Duckdb

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

Elasticsearch

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

Firebase

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

Huggingface

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

Jax

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

Keras

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

Langchain

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

Langchain Js

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

Langgraph

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

Lightgbm

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

Llama Index

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

Llamaindex Js

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

Matplotlib

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

Mlx

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

Modal

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

Mongodb

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

Neo4J

📖 [详细文档](./references/cursor_rules_neo4j.md)

Numba

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

Numpy

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

Openai

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

Pandas

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

Peewee

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

Plotly

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

Pony

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

Postgresql

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

Pytorch

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

Redis

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

Scikit Learn

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

Scipy

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

Seaborn

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

Smolagents

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

Sqlalchemy

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

Sqlite

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

Statsmodels

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

Supabase

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

Tensorflow

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

Tinygrad

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

Tortoise Orm

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

Vllm

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

Xgboost

📖 [详细文档](./references/cursor_rules_xgboost.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/specialized_databases_sql-pro.md)