數據與 AI

Track large crypto transactions and whale wallet movements across blockchains.Use when tracking large holder movements.Trigger with phrases like "track whales", "monitor large transfers", or "check whale activity".

Scan for data privacy issues and sensitive information exposure. Use when reviewing data handling practices. Trigger with 'scan privacy issues', 'check sensitive data', or 'validate data protection'.

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".

Identify anomalies and outliers in datasets using machine learning algorithms.Use when analyzing data for unusual patterns, outliers, or unexpected deviations from normal behavior.Trigger with phrases like "detect anomalies", "find outliers", or "identify unusual patterns".

Monitor new token launches, IDOs, and fair launches with contract verification.Use when discovering new token launches.Trigger with phrases like "track launches", "find new tokens", or "monitor IDOs".

Execute proactive YAML intelligence: automatically activates when working with YAML files. Use when appropriate context detected. Trigger with relevant phrases based on skill purpose.

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.

Generate realistic test data including edge cases and boundary conditions.Use when creating realistic fixtures or edge case test data.Trigger with phrases like "generate test data", "create fixtures", or "setup test database".

Validate production readiness of Vertex AI Agent Engine deployments across security, monitoring, performance, compliance, and best practices. Generates weighted scores (0-100%) with actionable recommendations. Use when asked to "validate deploymen... Trigger with phrases like 'validate', 'check', or 'verify'.

Setup synthetic monitoring for proactive performance tracking including uptime checks, transaction monitoring, and API health. Use when implementing availability monitoring or tracking critical user journeys. Trigger with phrases like "setup synthetic monitoring", "monitor uptime", or "configure health checks".

Simulate flash loan arbitrage strategies and profitability across DeFi protocols.Use when performing crypto analysis.Trigger with phrases like "analyze crypto", "check blockchain", or "monitor market".

Validate API responses against schemas to ensure contract compliance and data integrity.Use when ensuring API response correctness.Trigger with phrases like "validate responses", "check API responses", or "verify response format".

Aggregate and centralize performance metrics from applications, systems, databases, caches, and services. Use when consolidating monitoring data from multiple sources. Trigger with phrases like "aggregate metrics", "centralize monitoring", or "collect performance data".

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.

Track multi-chain crypto portfolio with real-time valuations and performance metrics.Use when managing multi-chain crypto holdings.Trigger with phrases like "track my portfolio", "check holdings", or "analyze positions".

Create, select, and transform features to improve machine learning model performance. Handles feature scaling, encoding, and importance analysis. Use when asked to "engineer features" or "select features".

Scan APIs for security vulnerabilities including injection, broken auth, and data exposure.Use when scanning APIs for security vulnerabilities.Trigger with phrases like "scan API security", "check for vulnerabilities", or "audit API security".

Generate complete REST API implementations from OpenAPI specifications or database schemas.Use when generating RESTful API implementations.Trigger with phrases like "generate REST API", "create RESTful API", or "build REST endpoints".

Optimize machine learning model hyperparameters using grid search, random search, or Bayesian optimization. Finds best parameter configurations to maximize performance. Use when asked to "tune hyperparameters" or "optimize model".