GitHub
sql-workflow
SQL workflow guidelines. Activate when working with SQL files (.sql), database queries, migrations, or SQLFluff.
☆ 7查看技能
devops data engineering AI 技能
发现 devops data engineering 相关 Skills，比较来源仓库和用途，查看适合你工作流的技能说明。
分类目录: devops data engineering
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GitHub
creating-workflows
Use this skill when creating automated multi-phase workflows for development tasks using claude-flow orchestration. Implements patterns for implementation kickoff, verification, retry loops, and failure recover...
☆ 7查看技能
GitHub
python-fastapi-ai
Python FastAPI patterns, Alembic migrations, Pydantic v2, and AI Engineering (raw patterns, LangChain, Google ADK). This skill should be used when working with Python APIs, database migrations, or AI/LLM applic...
☆ 7查看技能
GitHub
preprocessing-data-with-automated-pipelines
Automate data cleaning, transformation, and validation for ML tasks. Use when requesting "preprocess data", "clean data", "ETL pipeline", or "data transformation".
☆ 7查看技能
GitHub
designing-database-schemas
Use when you need to work with database schema design. This skill provides schema design and migrations with comprehensive guidance and automation. Trigger with phrases like "design schema", "create migration",...
☆ 7查看技能
GitHub
comparing-database-schemas
Use when you need to work with schema comparison. This skill provides database schema diff and sync with comprehensive guidance and automation. Trigger with phrases like "compare schemas", "diff databases", or...
☆ 7查看技能
GitHub
automating-database-backups
Use when you need to automate database backup processes with scheduling and encryption. This skill creates backup scripts for PostgreSQL, MySQL, MongoDB, and SQLite with compression. Trigger with phrases like "...
☆ 7查看技能
GitHub
managing-database-sharding
Use when you need to work with database sharding. This skill provides horizontal sharding strategies with comprehensive guidance and automation. Trigger with phrases like "implement sharding", "shard database",...
☆ 7查看技能
GitHub
optimizing-sql-queries
Use when you need to work with query optimization. This skill provides query performance analysis with comprehensive guidance and automation. Trigger with phrases like "optimize queries", "analyze performance",...
☆ 7查看技能
GitHub
archiving-databases
Use when you need to archive historical database records to reduce primary database size. This skill automates moving old data to archive tables or cold storage (S3, Azure Blob, GCS). Trigger with phrases like...
☆ 7查看技能
GitHub
analyzing-database-indexes
Use when you need to work with database indexing. This skill provides index design and optimization with comprehensive guidance and automation. Trigger with phrases like "create indexes", "optimize indexes", or...
☆ 7查看技能
GitHub
managing-database-recovery
Use when you need to work with database operations. This skill provides database management and optimization with comprehensive guidance and automation. Trigger with phrases like "manage database", "optimize da...
☆ 7查看技能
GitHub
managing-database-migrations
Use when you need to work with database migrations. This skill provides schema migration management with comprehensive guidance and automation. Trigger with phrases like "create migration", "run migrations", or...
☆ 7查看技能
GitHub
managing-database-partitions
Use when you need to work with database partitioning. This skill provides table partitioning strategies with comprehensive guidance and automation. Trigger with phrases like "partition tables", "implement parti...
☆ 7查看技能
GitHub
detecting-performance-regressions
Automatically detect performance regressions in CI/CD pipelines by comparing metrics against baselines. Use when validating builds or analyzing performance trends. Trigger with phrases like "detect performance...
☆ 7查看技能
GitHub
analyzing-query-performance
Use when you need to work with query optimization. This skill provides query performance analysis with comprehensive guidance and automation. Trigger with phrases like "optimize queries", "analyze performance",...
☆ 7查看技能
GitHub
validating-database-integrity
Use when you need to ensure database integrity through comprehensive data validation. This skill validates data types, ranges, formats, referential integrity, and business rules. Trigger with phrases like "vali...
☆ 7查看技能
GitHub
implementing-database-audit-logging
Use when you need to track database changes for compliance and security monitoring. This skill implements audit logging using triggers, application-level logging, CDC, or native logs. Trigger with phrases like...
☆ 7查看技能
GitHub
dbt-transformation-patterns
Master dbt (data build tool) for analytics engineering with model organization, testing, documentation, and incremental strategies. Use when building data transformations, creating data models, or implementing...
☆ 7查看技能
GitHub
airflow-dag-patterns
Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use when creating data pipelines, orchestrating workflows, or scheduling batch jobs.
☆ 7查看技能
GitHub
data-storytelling
Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or building executive presentations.
☆ 7查看技能
GitHub
kpi-dashboard-design
Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use when building business dashboards, selecting metrics, or designing data visualization...
☆ 7查看技能
GitHub
projection-patterns
Build read models and projections from event streams. Use when implementing CQRS read sides, building materialized views, or optimizing query performance in event-sourced systems.
☆ 7查看技能
GitHub
data-quality-frameworks
Implement data quality validation with Great Expectations, dbt tests, and data contracts. Use when building data quality pipelines, implementing validation rules, or establishing data contracts.
☆ 7查看技能
默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库，同一仓库的多个技能可能共享相同数值；它反映仓库关注度，不代表单个技能的安装量或质量评分。