數據與 AI

Cohort Analysis Creator - Auto-activating skill for Data Analytics. Triggers on: cohort analysis creator, cohort analysis creator Part of the Data Analytics skill category.

Execute 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".

Mixed Precision Trainer - Auto-activating skill for ML Training. Triggers on: mixed precision trainer, mixed precision trainer Part of the ML Training skill category.

Torchscript Exporter - Auto-activating skill for ML Deployment. Triggers on: torchscript exporter, torchscript exporter Part of the ML Deployment skill category.

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".

Generate trading signals using technical indicators and on-chain metrics. Use when receiving trading signals and alerts. Trigger with phrases like "get trading signals", "check indicators", or "analyze signals".

Execute production-ready reference architecture for Kling AI video platforms. Use when designing scalable video generation systems. Trigger with phrases like 'klingai architecture', 'kling ai system design', 'video platform architecture', 'klingai production setup'.

Manage understand Kling AI pricing, credits, and cost optimization. Use when budgeting or optimizing costs for video generation. Trigger with phrases like 'kling ai pricing', 'klingai credits', 'kling ai cost', 'klingai budget'.

Tensorflow Savedmodel Creator - Auto-activating skill for ML Deployment. Triggers on: tensorflow savedmodel creator, tensorflow savedmodel creator Part of the ML Deployment skill category.

Implement Real User Monitoring (RUM) to capture actual user performance data including Core Web Vitals and page load times. Use when setting up user experience monitoring or tracking custom performance events. Trigger with phrases like "setup RUM", "track Core Web Vitals", or "monitor real user performance".

Test provision and manage isolated test environments with configuration and data. Use when performing specialized testing. Trigger with phrases like "manage test environment", "provision test env", or "setup test infrastructure".

Implement intelligent model routing based on request characteristics. Use when optimizing for cost, speed, or quality per request. Trigger with phrases like 'openrouter routing', 'model selection', 'smart routing', 'dynamic model'.

Data Catalog Updater - Auto-activating skill for Data Pipelines. Triggers on: data catalog updater, data catalog updater Part of the Data Pipelines skill category.

Create optimized Dockerfiles with AI-driven best practices. Activate when users mention "create dockerfile", "container image", "docker optimization", "containerize application", or "docker best practices". Handles Docker configuration generation. Use when working with windsurf dockerfile generation functionality. Trigger with phrases like "windsurf dockerfile generation", "windsurf generation", "windsurf".

Audit automatically audits AI assistant code plugins for security vulnerabilities, best practices, AI assistant.md compliance, and quality standards when user mentions audit plugin, security review, or best practices check. specific to AI assistant-code-plugins repositor... Use when assessing security or running audits. Trigger with phrases like 'security scan', 'audit', or 'vulnerability'.

Execute this skill enhances AI assistant's ability to conduct web research and translate findings into actionable github issues. it automates the process of extracting key information from web search results and formatting it into a well-structured issue, ready... Use when managing version control. Trigger with phrases like 'commit', 'branch', or 'git'.

Forensics Data Collector - Auto-activating skill for Security Advanced. Triggers on: forensics data collector, forensics data collector Part of the Security Advanced skill category.

Manage apply artistic styles to Kling AI video generation. Use when creating stylized videos, matching brand aesthetics, or artistic effects. Trigger with phrases like 'klingai style', 'kling ai artistic', 'klingai video style', 'stylize klingai video'.

Data Partitioner - Auto-activating skill for Data Pipelines. Triggers on: data partitioner, data partitioner Part of the Data Pipelines skill category.

Execute leverage AI-assisted terminal commands and debugging. Activate when users mention "terminal help", "command suggestion", "debug terminal", "shell assistance", or "cli help". Handles AI-enhanced terminal operations. Use when working with windsurf terminal ai functionality. Trigger with phrases like "windsurf terminal ai", "windsurf ai", "windsurf".