Tools

Build automated machine learning pipelines with feature engineering, model selection, and hyperparameter tuning.Use when automating ML workflows from data preparation through model deployment.Trigger with phrases like "build automl pipeline", "automate ml workflow", or "create automated training pipeline".

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",or "model database".

Use when you need to work with cloud cost optimization.This skill provides cost analysis and optimization with comprehensive guidance and automation.Trigger with phrases like "optimize costs", "analyze spending",or "reduce costs".

Use when you need to work with deployment and CI/CD.This skill provides deployment automation and pipeline orchestration with comprehensive guidance and automation.Trigger with phrases like "deploy application", "create pipeline",or "automate deployment".

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 database",or "configure database".

Use when you need to work with ORM code generation.This skill provides ORM model and code generation with comprehensive guidance and automation.Trigger with phrases like "generate ORM models", "create entity classes",or "scaffold database models".

Validate messaging consistency across website, GitHub repos, and local documentation generating read-only discrepancy reports. Use when checking content alignment or finding mixed messaging. Trigger with phrases like "check consistency", "validate documentation", or "audit messaging".

Use when you need to work with connection management.This skill provides connection pooling and management with comprehensive guidance and automation.Trigger with phrases like "manage connections", "configure pooling",or "optimize connection usage".

Use when you need to work with database scalability.This skill provides replication and sharding with comprehensive guidance and automation.Trigger with phrases like "set up replication", "implement sharding",or "scale database".

Use when you need to work with containerization.This skill provides container management and orchestration with comprehensive guidance and automation.Trigger with phrases like "containerize app", "manage containers",or "orchestrate deployment".

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 "automate database backups", "schedule database dumps","create backup scripts", or "implement disaster recovery for database".

Generate client SDKs in multiple languages from OpenAPI specifications.Use when generating client libraries for API consumption.Trigger with phrases like "generate SDK", "create client library", or "build API SDK".

Generate production-ready Google Cloud code examples from official repositories including ADK samples, Genkit templates, Vertex AI notebooks, and Gemini patterns. Use when asked to "show ADK example" or "provide GCP starter kit". Trigger with relevant phrases based on skill purpose.

Automatically creates new claude code plugins with proper structure, validation, and marketplace integration when user mentions creating a plugin, new plugin, or plugin from template. specific to claude-code-plugins repository workflow.

Use when you need to work with environment configuration.This skill provides environment and configuration management with comprehensive guidance and automation.Trigger with phrases like "manage environments", "configure environments",or "sync configurations".

Use when you need to work with Ansible automation.This skill provides Ansible playbook creation with comprehensive guidance and automation.Trigger with phrases like "create Ansible playbook", "automate with Ansible",or "configure with Ansible".

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",or "improve query speed".

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",or "improve query speed".

Automates software development overnight using git hooks to enforce test-driven Use when appropriate context detected. Trigger with relevant phrases based on skill purpose.

Migrate APIs between versions, platforms, or frameworks with minimal downtime.Use when upgrading APIs between versions.Trigger with phrases like "migrate the API", "upgrade API version", or "migrate to new API".