數據與 AI

Track progress toward 3-year, yearly, monthly, and weekly goals. Calculate completion percentages, surface stalled goals, connect daily tasks to objectives. Use for goal reviews and progress tracking.

Use when you need to implement multi-tier caching to improve database performance.This skill sets up Redis, in-memory caching, and CDN layers to reduce database load.Trigger with phrases like "implement database caching", "add Redis cache layer","improve query performance with caching", or "reduce database load".

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 "improve query performance".

Guide security incident response, investigation, and remediation processes.Use when you need to handle security breaches, classify incidents, develop response playbooks, gather forensic evidence, or coordinate remediation efforts.Trigger with phrases like "security incident response", "ransomware attack response", "data breach investigation", "incident playbook", or "security forensics".

Generate mock API servers for testing and development with realistic response data.Use when creating mock APIs for development and testing.Trigger with phrases like "create mock API", "generate API mock", or "setup mock server".

Use when you need to work with monitoring and observability.This skill provides health monitoring and alerting with comprehensive guidance and automation.Trigger with phrases like "monitor system health", "set up alerts",or "track metrics".

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

Database testing including fixtures, transactions, and rollback management.Use when performing specialized testing.Trigger with phrases like "test the database", "run database tests", or "validate data integrity".

Monitor blockchain mempools for pending transactions, front-running, and MEV opportunities.Use when monitoring pending blockchain transactions.Trigger with phrases like "check mempool", "scan pending txs", or "find MEV".

Track and manage regression test suites across releases.Use when performing specialized testing.Trigger with phrases like "track regressions", "manage regression suite", or "validate against baseline".

Automate data cleaning, transformation, and validation for ML tasks. Use when requesting "preprocess data", "clean data", "ETL pipeline", or "data transformation".

Build production Firebase Genkit applications including RAG systems, multi-step flows, and tool calling for Node.js/Python/Go. Deploy to Firebase Functions or Cloud Run with AI monitoring. Use when asked to "create genkit flow" or "implement RAG". Trigger with relevant phrases based on skill purpose.

Automatically validates claude code plugin structure, schemas, and compliance when user mentions validate plugin, check plugin, or plugin errors. runs comprehensive validation specific to claude-code-plugins repository standards.

Automatically generate comprehensive unit tests from source code covering happy paths, edge cases, and error conditions.Use when creating test coverage for functions, classes, or modules.Trigger with phrases like "generate unit tests", "create tests for", or "add test coverage".

Analyze HTTP security headers of web domains to identify vulnerabilities and misconfigurations.Use when you need to audit website security headers, assess header compliance, or get security recommendations for web applications.Trigger with phrases like "analyze security headers", "check HTTP headers", "audit website security headers", or "evaluate CSP and HSTS configuration".

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 regression", "compare performance metrics", or "analyze performance degradation".

Monitor and analyze application error rates to improve reliability. Use when tracking errors in applications including HTTP errors, exceptions, and database issues. Trigger with phrases like "monitor error rates", "track application errors", or "analyze error patterns".

Track real-time cryptocurrency prices across exchanges with historical data and alerts.Use when monitoring real-time cryptocurrency prices.Trigger with phrases like "check price", "track prices", or "get price alert".

Use when you need to work with NoSQL data modeling.This skill provides NoSQL database design with comprehensive guidance and automation.Trigger with phrases like "model NoSQL data", "design document structure",or "optimize NoSQL schema".

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".