數據與 AI

Automate API endpoint testing including request generation, validation, and comprehensive test coverage for REST and GraphQL APIs.Use when testing API contracts, validating OpenAPI specifications, or ensuring endpoint reliability.Trigger with phrases like "test the API", "generate API tests", or "validate API contracts".

Build production-ready AI agents using Google's Agent Development Kit with AI assistant integration, React patterns, multi-agent orchestration, and comprehensive tool libraries. Use when appropriate context detected. Trigger with relevant phrases based on skill purpose.

Build and deploy production-ready generative AI agents using Vertex AI, Gemini models, and Google Cloud infrastructure with RAG, function calling, and multi-modal capabilities. Use when appropriate context detected. Trigger with relevant phrases based on skill purpose.

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 partitioning",or "optimize large tables".

Collect comprehensive infrastructure performance metrics across compute, storage, network, containers, load balancers, and databases. Use when monitoring system performance or troubleshooting infrastructure issues. Trigger with phrases like "collect infrastructure metrics", "monitor server performance", or "track system resources".

Validate AI/ML models and datasets for bias, fairness, and ethical concerns.Use when auditing AI systems for ethical compliance, fairness assessment, or bias detection.Trigger with phrases like "evaluate model fairness", "check for bias", or "validate AI ethics".

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".

Backtest crypto trading strategies against historical data with performance metrics.Use when validating trading strategies with historical data.Trigger with phrases like "backtest strategy", "test trading signals", or "validate approach".

Identify profitable arbitrage opportunities across exchanges and DEXs in real-time.Use when discovering profitable arbitrage across exchanges.Trigger with phrases like "find arbitrage", "scan for arb opportunities", or "check arbitrage".

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".

Scan for GDPR compliance issues in data handling and privacy practices. Use when ensuring EU data protection compliance. Trigger with 'scan GDPR compliance', 'check data privacy', or 'validate GDPR'.

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'.

Use when you need to work with security and compliance.This skill provides security scanning and vulnerability detection with comprehensive guidance and automation.Trigger with phrases like "scan for vulnerabilities", "implement security controls",or "audit security".

Predict optimal gas prices and transaction timing to minimize blockchain transaction costs.Use when optimizing blockchain transaction costs.Trigger with phrases like "optimize gas", "check gas prices", or "minimize fees".

Validate API schemas against OpenAPI, JSON Schema, and GraphQL specifications.Use when validating API schemas and contracts.Trigger with phrases like "validate API schema", "check OpenAPI spec", or "verify schema".

Execute firebase platform expert with Vertex AI Gemini integration for Authentication, Firestore, Storage, Functions, Hosting, and AI-powered features. Use when asked to "setup firebase", "deploy to firebase", or "integrate vertex ai with firebase". Trigger with relevant phrases based on skill purpose.

Manage use when you need to work with backup and recovery. This skill provides backup automation and disaster recovery with comprehensive guidance and automation. Trigger with phrases like "create backups", "automate backups", or "implement disaster recovery".

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".

Orchestrate multi-agent systems with handoffs, routing, and workflows across AI providers.Use when building complex AI systems requiring agent collaboration, task delegation, or workflow coordination.Trigger with phrases like "create multi-agent system", "orchestrate agents", or "coordinate agent workflows".

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 "manage schema versions".