數據與 AI

Execute this skill should be used when the user asks about "writing specs", "specs.md format", "how to write specifications", "sprint requirements", "testing configuration", "scope definition", or needs guidance on creating effective sprint specifications for agentic development. Use when appropriate context detected. Trigger with relevant phrases based on skill purpose.

Model Drift Detector - Auto-activating skill for ML Deployment. Triggers on: model drift detector, model drift detector Part of the ML Deployment skill category.

Configure Kling AI for team and organization use. Use when setting up shared access, managing team API keys, or organizing projects. Trigger with phrases like 'klingai team', 'kling ai organization', 'klingai multi-user', 'shared klingai access'.

Mermaid State Diagram Creator - Auto-activating skill for Visual Content. Triggers on: mermaid state diagram creator, mermaid state diagram creator Part of the Visual Content skill category.

Detect significant price movements and unusual volume across crypto markets. Use when tracking significant price movements. Trigger with phrases like "scan market movers", "check biggest gainers", or "find pumps".

Execute integrate Kling AI video output with cloud storage providers. Use when storing generated videos in S3, GCS, or Azure Blob. Trigger with phrases like 'klingai storage', 'save klingai video', 'kling ai cloud storage', 'klingai s3 upload'.

Streaming Inference Setup - Auto-activating skill for ML Deployment. Triggers on: streaming inference setup, streaming inference setup Part of the ML Deployment skill category.

Canary Deployment Setup - Auto-activating skill for ML Deployment. Triggers on: canary deployment setup, canary deployment setup Part of the ML Deployment skill category.

Data Story Outliner - Auto-activating skill for Data Analytics. Triggers on: data story outliner, data story outliner Part of the Data Analytics skill category.

Manage avoid common mistakes when using Kling AI. Use when troubleshooting issues or learning best practices to prevent problems. Trigger with phrases like 'klingai pitfalls', 'kling ai mistakes', 'klingai gotchas', 'klingai best practices'.

Configure Cascade AI agent for new team projects. Activate when users mention "setup cascade", "configure windsurf ai", "initialize cascade agent", "new windsurf project", or "onboard team to windsurf". Handles agent configuration, context settings, and team defaults. Use when working with windsurf cascade onboarding functionality. Trigger with phrases like "windsurf cascade onboarding", "windsurf onboarding", "windsurf".

Early Stopping Callback - Auto-activating skill for ML Training. Triggers on: early stopping callback, early stopping callback Part of the ML Training skill category.

Analyze team AI usage patterns and productivity metrics. Activate when users mention "usage analytics", "ai metrics", "productivity tracking", "usage reports", or "roi analysis". Handles analytics and reporting configuration. Use when working with windsurf usage analytics functionality. Trigger with phrases like "windsurf usage analytics", "windsurf analytics", "windsurf".

Statistical Significance Calculator - Auto-activating skill for Data Analytics. Triggers on: statistical significance calculator, statistical significance calculator Part of the Data Analytics skill category.

Configure and select AI models in Cursor. Triggers on "cursor model", "cursor gpt", "cursor claude", "change cursor model", "cursor ai model". Use when working with cursor model selection functionality. Trigger with phrases like "cursor model selection", "cursor selection", "cursor".

Validate encryption implementations and cryptographic practices. Use when reviewing data security measures. Trigger with 'check encryption', 'validate crypto', or 'review security keys'.

Build this skill automates the adaptation of pre-trained machine learning models using transfer learning techniques. it is triggered when the user requests assistance with fine-tuning a model, adapting a pre-trained model to a new dataset, or performing... Use when appropriate context detected. Trigger with relevant phrases based on skill purpose.

Configure SSO and enterprise authentication in Cursor. Triggers on "cursor sso", "cursor saml", "cursor oauth", "enterprise cursor auth", "cursor okta". Use when working with cursor sso integration functionality. Trigger with phrases like "cursor sso integration", "cursor integration", "cursor".

Cross Validation Setup - Auto-activating skill for ML Training. Triggers on: cross validation setup, cross validation setup Part of the ML Training skill category.

Execute Supabase incident response procedures with triage, mitigation, and postmortem. Use when responding to Supabase-related outages, investigating errors, or running post-incident reviews for Supabase integration failures. Trigger with phrases like "supabase incident", "supabase outage", "supabase down", "supabase on-call", "supabase emergency", "supabase broken".