數據與 AI
機器學習、數據科學和人工智慧開發技能
22656 skills in this category
analyzing-text-with-nlp
Execute this skill enables AI assistant to perform natural language processing and text analysis using the nlp-text-analyzer plugin. it should be used when the user requests analysis of text, including sentiment analysis, keyword extraction, topic modeling, or ... Use when analyzing code or data. Trigger with phrases like 'analyze', 'review', or 'examine'.
klingai-performance-tuning
Optimize Kling AI performance for speed and quality. Use when improving generation times, reducing costs, or enhancing output quality. Trigger with phrases like 'klingai performance', 'kling ai optimization', 'faster klingai', 'klingai quality settings'.
mermaid-er-diagram-creator
Mermaid Er Diagram Creator - Auto-activating skill for Visual Content. Triggers on: mermaid er diagram creator, mermaid er diagram creator Part of the Visual Content skill category.
openrouter-caching-strategy
Implement response caching for OpenRouter efficiency. Use when optimizing costs or reducing latency for repeated queries. Trigger with phrases like 'openrouter cache', 'cache llm responses', 'openrouter redis', 'semantic caching'.
schema-optimization-orchestrator
Multi-phase schema optimization workflow orchestrator. Creates session directories, spawns phase agents sequentially, validates outputs, aggregates results. Trigger: "run schema optimization", "optimize schema workflow", "execute schema phases"
sentry-data-handling
Manage sensitive data properly in Sentry. Use when configuring PII scrubbing, data retention, GDPR compliance, or data security settings. Trigger with phrases like "sentry pii", "sentry gdpr", "sentry data privacy", "scrub sensitive data sentry".
sql-query-optimizer
Sql Query Optimizer - Auto-activating skill for Data Analytics. Triggers on: sql query optimizer, sql query optimizer Part of the Data Analytics skill category.
flink-job-creator
Flink Job Creator - Auto-activating skill for Data Pipelines. Triggers on: flink job creator, flink job creator Part of the Data Pipelines skill category.
optimizing-prompts
Execute this skill optimizes prompts for large language models (llms) to reduce token usage, lower costs, and improve performance. it analyzes the prompt, identifies areas for simplification and redundancy removal, and rewrites the prompt to be more conci... Use when optimizing performance. Trigger with phrases like 'optimize', 'performance', or 'speed up'.
genkit-infra-expert
Execute use when deploying Genkit applications to production with Terraform. Trigger with phrases like "deploy genkit terraform", "provision genkit infrastructure", "firebase functions terraform", "cloud run deployment", or "genkit production infrastructure". Provisions Firebase Functions, Cloud Run services, GKE clusters, monitoring dashboards, and CI/CD for AI workflows.
cursor-ai-chat
Manage master Cursor AI chat interface for code assistance. Triggers on "cursor chat", "cursor ai chat", "ask cursor", "cursor conversation", "chat with cursor". Use when working with cursor ai chat functionality. Trigger with phrases like "cursor ai chat", "cursor chat", "cursor".
openrouter-audit-logging
Implement audit logging for OpenRouter compliance. Use when meeting regulatory requirements or security audits. Trigger with phrases like 'openrouter audit', 'openrouter compliance log', 'openrouter security log', 'audit trail'.
performing-security-code-review
Execute this skill enables AI assistant to conduct a security-focused code review using the security-agent plugin. it analyzes code for potential vulnerabilities like sql injection, xss, authentication flaws, and insecure dependencies. AI assistant uses this skill wh... Use when assessing security or running audits. Trigger with phrases like 'security scan', 'audit', or 'vulnerability'.
modeling-nosql-data
Build 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".
analyzing-mempool
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".
pytorch-model-trainer
Pytorch Model Trainer - Auto-activating skill for ML Training. Triggers on: pytorch model trainer, pytorch model trainer Part of the ML Training skill category.
compression-optimizer
Compression Optimizer - Auto-activating skill for Data Pipelines. Triggers on: compression optimizer, compression optimizer Part of the Data Pipelines skill category.
firebase-vertex-ai
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.
database-schema-visualizer
Database Schema Visualizer - Auto-activating skill for Visual Content. Triggers on: database schema visualizer, database schema visualizer Part of the Visual Content skill category.
validating-api-responses
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".