Files
claude-plugins/awesome-skills/skills/data-ai/SKILL.md
T
rootandClaude Opus 4.6 9c475f137b Add awesome-skills plugin: 856+ skill router via antigravity-awesome-skills
9 category-based router skills (architecture, business, data-ai, development,
general, infrastructure, security, testing, workflow) that auto-invoke on
matching keywords and route to the appropriate antigravity skill file.

Includes generate-indexes.py script to regenerate category indexes from
catalog.json when the antigravity repo updates.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-14 13:12:50 +00:00

17 KiB

name, description
name description
awesome-data-ai 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...