---
name: awesome-data-ai
description: AI engineering, machine learning, LLM applications, RAG pipelines, retrieval augmented generation, vector search, embeddings, AI agent frameworks, CrewAI, autonomous agents, data pipelines, NLP, natural language processing, computer vision, fine-tuning, MLOps, data analytics, prompt engineering, Azure AI, OpenAI SDK, voice agents, data scientist, data engineer, model evaluation, observability, AI safety. Use when building AI applications, designing ML pipelines, implementing RAG, working with LLMs, or engineering data systems.
---

# Data & Ai Skills Router

Routes to 159 specialized data & ai skills from antigravity-awesome-skills.

## Instructions

When this skill is invoked:
1. Match the user's request against the skill index below
2. Read the full SKILL.md file using the Read tool from the path shown
3. If multiple skills match, pick the most specific one
4. Apply the loaded skill's guidance to help the user
5. If no clear match exists, list the top 3-5 candidates and ask

**Skill files location** (check in order):
- `/home/n8n/plugins/antigravity-awesome-skills/skills/{id}/SKILL.md`
- `~/.claude/antigravity-awesome-skills/skills/{id}/SKILL.md`
- `~/antigravity-awesome-skills/skills/{id}/SKILL.md`

## Skill Index

| ID | Description |
|----|-------------|
| `agent-framework-azure-ai-py` | Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK ... |
| `agent-memory-mcp` | A hybrid memory system that provides persistent, searchable knowledge managem... |
| `agent-tool-builder` | Tools are how AI agents interact with the world |
| `agents-v2-py` | Build container-based Foundry Agents using Azure AI Projects SDK with ImageBa... |
| `ai-agents-architect` | Expert in designing and building autonomous AI agents |
| `ai-engineer` | Build production-ready LLM applications, advanced RAG systems, and intelligen... |
| `ai-wrapper-product` | Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc.) into ... |
| `analytics-tracking` | Design, audit, and improve analytics tracking systems that produce reliable, ... |
| `angular-ui-patterns` | Modern Angular UI patterns for loading states, error handling, and data display |
| `api-documenter` | Master API documentation with OpenAPI 3.1, AI-powered tools, and modern devel... |
| `audio-transcriber` | Transform audio recordings into professional Markdown documentation with inte... |
| `autonomous-agent-patterns` | Design patterns for building autonomous coding agents |
| `autonomous-agents` | Autonomous agents are AI systems that can independently decompose goals, plan... |
| `azure-ai-agents-persistent-dotnet` | Azure AI Agents Persistent SDK for .NET |
| `azure-ai-agents-persistent-java` | Azure AI Agents Persistent SDK for Java |
| `azure-ai-contentsafety-java` | Build content moderation applications with Azure AI Content Safety SDK for Java |
| `azure-ai-contentsafety-py` | Azure AI Content Safety SDK for Python |
| `azure-ai-contentsafety-ts` | Analyze text and images for harmful content using Azure AI Content Safety (@a... |
| `azure-ai-contentunderstanding-py` | Azure AI Content Understanding SDK for Python |
| `azure-ai-document-intelligence-dotnet` | Azure AI Document Intelligence SDK for .NET |
| `azure-ai-document-intelligence-ts` | Extract text, tables, and structured data from documents using Azure Document... |
| `azure-ai-formrecognizer-java` | Build document analysis applications with Azure Document Intelligence (Form R... |
| `azure-ai-ml-py` | Azure Machine Learning SDK v2 for Python |
| `azure-ai-openai-dotnet` | Azure OpenAI SDK for .NET |
| `azure-ai-projects-dotnet` | Azure AI Projects SDK for .NET |
| `azure-ai-projects-java` | Azure AI Projects SDK for Java |
| `azure-ai-projects-py` | Build AI applications using the Azure AI Projects Python SDK (azure-ai-projects) |
| `azure-ai-projects-ts` | Build AI applications using Azure AI Projects SDK for JavaScript (@azure/ai-p... |
| `azure-ai-textanalytics-py` | Azure AI Text Analytics SDK for sentiment analysis, entity recognition, key p... |
| `azure-ai-transcription-py` | Azure AI Transcription SDK for Python |
| `azure-ai-translation-document-py` | Azure AI Document Translation SDK for batch translation of documents with for... |
| `azure-ai-translation-text-py` | Azure AI Text Translation SDK for real-time text translation, transliteration... |
| `azure-ai-translation-ts` | Build translation applications using Azure Translation SDKs for JavaScript (@... |
| `azure-ai-vision-imageanalysis-java` | Build image analysis applications with Azure AI Vision SDK for Java |
| `azure-ai-vision-imageanalysis-py` | Azure AI Vision Image Analysis SDK for captions, tags, objects, OCR, people d... |
| `azure-ai-voicelive-dotnet` | Azure AI Voice Live SDK for .NET |
| `azure-ai-voicelive-java` | Azure AI VoiceLive SDK for Java |
| `azure-ai-voicelive-py` | Build real-time voice AI applications using Azure AI Voice Live SDK (azure-ai... |
| `azure-ai-voicelive-ts` | Azure AI Voice Live SDK for JavaScript/TypeScript |
| `azure-communication-callautomation-java` | Build call automation workflows with Azure Communication Services Call Automa... |
| `azure-cosmos-java` | Azure Cosmos DB SDK for Java |
| `azure-cosmos-py` | Azure Cosmos DB SDK for Python (NoSQL API) |
| `azure-cosmos-rust` | Azure Cosmos DB SDK for Rust (NoSQL API) |
| `azure-cosmos-ts` | Azure Cosmos DB JavaScript/TypeScript SDK (@azure/cosmos) for data plane oper... |
| `azure-data-tables-java` | Build table storage applications with Azure Tables SDK for Java |
| `azure-data-tables-py` | Azure Tables SDK for Python (Storage and Cosmos DB) |
| `azure-eventhub-dotnet` | Azure Event Hubs SDK for .NET |
| `azure-eventhub-java` | Build real-time streaming applications with Azure Event Hubs SDK for Java |
| `azure-eventhub-rust` | Azure Event Hubs SDK for Rust |
| `azure-eventhub-ts` | Build event streaming applications using Azure Event Hubs SDK for JavaScript ... |
| `azure-maps-search-dotnet` | Azure Maps SDK for .NET |
| `azure-monitor-ingestion-java` | Azure Monitor Ingestion SDK for Java |
| `azure-monitor-ingestion-py` | Azure Monitor Ingestion SDK for Python |
| `azure-monitor-query-java` | Azure Monitor Query SDK for Java |
| `azure-monitor-query-py` | Azure Monitor Query SDK for Python |
| `azure-postgres-ts` | Connect to Azure Database for PostgreSQL Flexible Server from Node.js/TypeScr... |
| `azure-resource-manager-cosmosdb-dotnet` | Azure Resource Manager SDK for Cosmos DB in .NET |
| `azure-resource-manager-mysql-dotnet` | Azure MySQL Flexible Server SDK for .NET |
| `azure-resource-manager-postgresql-dotnet` | Azure PostgreSQL Flexible Server SDK for .NET |
| `azure-resource-manager-redis-dotnet` | Azure Resource Manager SDK for Redis in .NET |
| `azure-resource-manager-sql-dotnet` | Azure Resource Manager SDK for Azure SQL in .NET |
| `azure-search-documents-dotnet` | Azure AI Search SDK for .NET (Azure.Search.Documents) |
| `azure-search-documents-py` | Azure AI Search SDK for Python |
| `azure-search-documents-ts` | Build search applications using Azure AI Search SDK for JavaScript (@azure/se... |
| `azure-storage-blob-java` | Build blob storage applications with Azure Storage Blob SDK for Java |
| `azure-storage-file-datalake-py` | Azure Data Lake Storage Gen2 SDK for Python |
| `beautiful-prose` | Hard-edged writing style contract for timeless, forceful English prose withou... |
| `behavioral-modes` | AI operational modes (brainstorm, implement, debug, review, teach, ship, orch... |
| `blockrun` | Use when user needs capabilities Claude lacks (image generation, real-time X/... |
| `browser-automation` | Browser automation powers web testing, scraping, and AI agent interactions |
| `business-analyst` | Master modern business analysis with AI-powered analytics, real-time dashboar... |
| `cc-skill-backend-patterns` | Backend architecture patterns, API design, database optimization, and server-... |
| `cc-skill-clickhouse-io` | ClickHouse database patterns, query optimization, analytics, and data enginee... |
| `clarity-gate` | Pre-ingestion verification for epistemic quality in RAG systems with 9-point ... |
| `code-documentation-doc-generate` | You are a documentation expert specializing in creating comprehensive, mainta... |
| `codex-review` | Professional code review with auto CHANGELOG generation, integrated with Code... |
| `content-marketer` | Elite content marketing strategist specializing in AI-powered content creatio... |
| `context-manager` | Elite AI context engineering specialist mastering dynamic context management,... |
| `context-window-management` | Strategies for managing LLM context windows including summarization, trimming... |
| `conversation-memory` | Persistent memory systems for LLM conversations including short-term, long-te... |
| `crewai` | Expert in CrewAI - the leading role-based multi-agent framework used by 60% o... |
| `customer-support` | Elite AI-powered customer support specialist mastering conversational AI, aut... |
| `data-engineering-data-driven-feature` | Build features guided by data insights, A/B testing, and continuous measureme... |
| `data-quality-frameworks` | Implement data quality validation with Great Expectations, dbt tests, and dat... |
| `data-scientist` | Expert data scientist for advanced analytics, machine learning, and statistic... |
| `data-storytelling` | Transform data into compelling narratives using visualization, context, and p... |
| `database-architect` | Expert database architect specializing in data layer design from scratch, tec... |
| `database-design` | Database design principles and decision-making |
| `dbt-transformation-patterns` | Master dbt (data build tool) for analytics engineering with model organizatio... |
| `documentation-generation-doc-generate` | You are a documentation expert specializing in creating comprehensive, mainta... |
| `documentation-templates` | Documentation templates and structure guidelines |
| `embedding-strategies` | Select and optimize embedding models for semantic search and RAG applications |
| `fal-audio` | Text-to-speech and speech-to-text using fal.ai audio models |
| `fal-generate` | Generate images and videos using fal.ai AI models |
| `fal-image-edit` | AI-powered image editing with style transfer and object removal |
| `fal-upscale` | Upscale and enhance image and video resolution using AI |
| `fal-workflow` | Generate workflow JSON files for chaining AI models |
| `fp-ts-react` | Practical patterns for using fp-ts with React - hooks, state, forms, data fet... |
| `frontend-dev-guidelines` | Opinionated frontend development standards for modern React + TypeScript appl... |
| `frontend-ui-dark-ts` | Build dark-themed React applications using Tailwind CSS with custom theming, ... |
| `geo-fundamentals` | Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perple... |
| `google-analytics-automation` | Automate Google Analytics tasks via Rube MCP (Composio): run reports, list ac... |
| `googlesheets-automation` | Automate Google Sheets operations (read, write, format, filter, manage spread... |
| `graphql` | GraphQL gives clients exactly the data they need - no more, no less |
| `hosted-agents-v2-py` | Build hosted agents using Azure AI Projects SDK with ImageBasedHostedAgentDef... |
| `hybrid-search-implementation` | Combine vector and keyword search for improved retrieval |
| `ios-developer` | Develop native iOS applications with Swift/SwiftUI |
| `langchain-architecture` | Design LLM applications using the LangChain framework with agents, memory, an... |
| `langgraph` | Expert in LangGraph - the production-grade framework for building stateful, m... |
| `llm-application-dev-ai-assistant` | You are an AI assistant development expert specializing in creating intellige... |
| `llm-application-dev-langchain-agent` | You are an expert LangChain agent developer specializing in production-grade ... |
| `llm-application-dev-prompt-optimize` | You are an expert prompt engineer specializing in crafting effective prompts ... |
| `llm-evaluation` | Implement comprehensive evaluation strategies for LLM applications using auto... |
| `mailchimp-automation` | Automate Mailchimp email marketing including campaigns, audiences, subscriber... |
| `nanobanana-ppt-skills` | AI-powered PPT generation with document analysis and styled images |
| `neon-postgres` | Expert patterns for Neon serverless Postgres, branching, connection pooling, ... |
| `nextjs-app-router-patterns` | Master Next.js 14+ App Router with Server Components, streaming, parallel rou... |
| `nextjs-best-practices` | Next.js App Router principles |
| `nodejs-backend-patterns` | Build production-ready Node.js backend services with Express/Fastify, impleme... |
| `php-pro` | Write idiomatic PHP code with generators, iterators, SPL data structures, and... |
| `podcast-generation` | Generate AI-powered podcast-style audio narratives using Azure OpenAI's GPT R... |
| `postgres-best-practices` | Postgres performance optimization and best practices from Supabase |
| `postgresql` | Design a PostgreSQL-specific schema |
| `prisma-expert` | Prisma ORM expert for schema design, migrations, query optimization, relation... |
| `programmatic-seo` | Design and evaluate programmatic SEO strategies for creating SEO-driven pages... |
| `prompt-caching` | Caching strategies for LLM prompts including Anthropic prompt caching, respon... |
| `prompt-engineering-patterns` | Master advanced prompt engineering techniques to maximize LLM performance, re... |
| `pydantic-models-py` | Create Pydantic models following the multi-model pattern with Base, Create, U... |
| `rag-engineer` | Expert in building Retrieval-Augmented Generation systems |
| `rag-implementation` | Build Retrieval-Augmented Generation (RAG) systems for LLM applications with ... |
| `react-best-practices` | React and Next.js performance optimization guidelines from Vercel Engineering |
| `react-ui-patterns` | Modern React UI patterns for loading states, error handling, and data fetching |
| `scala-pro` | Master enterprise-grade Scala development with functional programming, distri... |
| `schema-markup` | Design, validate, and optimize schema.org structured data for eligibility, co... |
| `segment-cdp` | Expert patterns for Segment Customer Data Platform including Analytics.js, se... |
| `sendgrid-automation` | Automate SendGrid email operations including sending emails, managing contact... |
| `senior-architect` | Comprehensive software architecture skill for designing scalable, maintainabl... |
| `seo-audit` | Diagnose and audit SEO issues affecting crawlability, indexation, rankings, a... |
| `similarity-search-patterns` | Implement efficient similarity search with vector databases |
| `skill-creator-ms` | Guide for creating effective skills for AI coding agents working with Azure S... |
| `skill-seekers` | -Automatically convert documentation websites, GitHub repositories, and PDFs ... |
| `spark-optimization` | Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, ... |
| `sql-optimization-patterns` | Master SQL query optimization, indexing strategies, and EXPLAIN analysis to d... |
| `sqlmap-database-pentesting` | This skill should be used when the user asks to "automate SQL injection testi... |
| `stitch-ui-design` | Expert guide for creating effective prompts for Google Stitch AI UI design tool |
| `supabase-automation` | Automate Supabase database queries, table management, project administration,... |
| `tdd-orchestrator` | Master TDD orchestrator specializing in red-green-refactor discipline, multi-... |
| `team-collaboration-standup-notes` | You are an expert team communication specialist focused on async-first standu... |
| `telegram-bot-builder` | Expert in building Telegram bots that solve real problems - from simple autom... |
| `trigger-dev` | Trigger.dev expert for background jobs, AI workflows, and reliable async exec... |
| `unity-ecs-patterns` | Master Unity ECS (Entity Component System) with DOTS, Jobs, and Burst for hig... |
| `vector-database-engineer` | Expert in vector databases, embedding strategies, and semantic search impleme... |
| `vector-index-tuning` | Optimize vector index performance for latency, recall, and memory |
| `vexor` | Vector-powered CLI for semantic file search with a Claude/Codex skill |
| `voice-ai-development` | Expert in building voice AI applications - from real-time voice agents to voi... |
| `voice-ai-engine-development` | Build real-time conversational AI voice engines using async worker pipelines,... |
| `web-artifacts-builder` | Suite of tools for creating elaborate, multi-component claude.ai HTML artifac... |
| `xlsx-official` | Comprehensive spreadsheet creation, editing, and analysis with support for fo... |
| `youtube-automation` | Automate YouTube tasks via Rube MCP (Composio): upload videos, manage playlis... |