Development

Automate SOC 2 audit preparation including evidence gathering, control assessment, and compliance gap identification.Use when you need to prepare for SOC 2 audits, assess Trust Service Criteria compliance, document security controls, or generate readiness reports.Trigger with phrases like "SOC 2 audit preparation", "SOC 2 readiness assessment", "collect SOC 2 evidence", or "Trust Service Criteria compliance".

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 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 "implement database audit logging", "add audit trails","track database changes", or "monitor database activity for compliance".

Provide comprehensive prioritized performance optimization recommendations for frontend, backend, and infrastructure. Use when analyzing bottlenecks or seeking improvement strategies. Trigger with phrases like "optimize performance", "improve speed", or "performance recommendations".

Analyze code coverage metrics and identify untested code paths.Use when analyzing untested code or coverage gaps.Trigger with phrases like "analyze coverage", "check test coverage", or "find untested code".

Setup machine learning experiment tracking using MLflow or Weights & Biases. Configures environment and provides code for logging parameters, metrics, and artifacts. Use when asked to "setup experiment tracking" or "initialize MLflow".

Execute proactive auto-loading: automatically detects and loads agents.md files. Use when appropriate context detected. Trigger with relevant phrases based on skill purpose.

Execute chaos engineering experiments to test system resilience.Use when performing specialized testing.Trigger with phrases like "run chaos tests", "test resilience", or "inject failures".

Detect potential memory leaks and analyze memory usage patterns in code. Use when troubleshooting performance issues related to memory growth or identifying leak sources. Trigger with phrases like "detect memory leaks", "analyze memory usage", or "find memory issues".

Check compliance with OWASP Top 10 security risks and best practices. Use when performing comprehensive security audits. Trigger with 'check OWASP compliance', 'audit web security', or 'validate OWASP'.

Check HIPAA compliance for healthcare data security requirements. Use when auditing healthcare applications. Trigger with 'check HIPAA compliance', 'validate health data security', or 'audit PHI protection'.

Build event-driven APIs with webhooks, Server-Sent Events, and real-time notifications.Use when building event-driven API architectures.Trigger with phrases like "add webhooks", "implement events", or "create event-driven API".

Scan for exposed secrets, API keys, and credentials in code. Use when auditing for secret leaks. Trigger with 'scan for secrets', 'find exposed keys', or 'check credentials'.

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".

Create and execute load tests for performance validation using k6, JMeter, and Artillery. Use when validating application performance under load conditions or identifying bottlenecks. Trigger with phrases like "run load test", "create stress test", or "validate performance under load".

Log API requests with correlation IDs, performance metrics, and security audit trails.Use when auditing API requests and responses.Trigger with phrases like "log API requests", "add API logging", or "track API calls".

Automatic activation for all google cloud agent development kit (adk) Use when appropriate context detected. Trigger with relevant phrases based on skill purpose.

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

Use when you need to work with Docker Compose.This skill provides Docker Compose file generation with comprehensive guidance and automation.Trigger with phrases like "generate docker-compose", "create compose file",or "configure multi-container app".

Execute automatically formats and validates code files using Prettier and other formatting tools. Use when users mention "format my code", "fix formatting", "apply code style", "check formatting", "make code consistent", or "clean up code formatting". Handles JavaScript, TypeScript, JSON, CSS, Markdown, and many other file types. Trigger with relevant phrases based on skill purpose.