Instruction file imported from javiertarazon/agente-freejt7-extension-funcional (.github/instructions/data-ai.instructions.md). Copyright stays with the author.

Skills de experto — categoría: data-ai

Name: data-ai
Author: javiertarazon

Cuando el usuario haga una solicitud relacionada con data-ai, consulta automáticamente el SKILL.md correspondiente en .github/skills/<nombre>/SKILL.md antes de responder.

Skills disponibles en esta categoría (93)

ID	Descripción
`activecampaign-automation`	Automate ActiveCampaign tasks via Rube MCP (Composio): manage contacts, tags, li
`agent-evaluation`	Testing and benchmarking LLM agents including behavioral testing, capability ass
`agent-framework-azure-ai-py`	Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (ag
`agent-manager-skill`	Manage multiple local CLI agents via tmux sessions (start/stop/monitor/assign) w
`agent-tool-builder`	Tools are how AI agents interact with the world. A well-designed tool is the dif
`agentic-eval`	Evaluate and improve AI agent outputs with self-critique loops
`ai-agent-development`	AI agent development workflow for building autonomous agents, multi-agent system
`ai-engineer`	Build production-ready LLM applications, advanced RAG systems, and
`analytics-tracking`	>
`api-design-principles`	Master REST and GraphQL API design principles to build intuitive, scalable, and
`api-fuzzing-bug-bounty`	This skill should be used when the user asks to "test API security", "fuzz AP
`api-patterns`	API design principles and decision-making. REST vs GraphQL vs tRPC selection, re
`api-security-testing`	API security testing workflow for REST and GraphQL APIs covering authentication,
`audio-transcriber`	Transform audio recordings into professional Markdown documentation with intelli
`autonomous-agent-patterns`	Design patterns for building autonomous coding agents. Covers tool integration,
`azure-ai-agents-persistent-dotnet`	\|
`azure-ai-agents-persistent-java`	\|
`azure-ai-ml-py`	\|
`azure-ai-openai-dotnet`	\|
`azure-ai-textanalytics-py`	\|
`azure-data-tables-java`	Build table storage applications with Azure Tables SDK for Java. Use when workin
`azure-storage-blob-java`	Build blob storage applications with Azure Storage Blob SDK for Java. Use when u
`azure-storage-blob-py`	\|
`azure-storage-blob-rust`	\|
`azure-storage-blob-ts`	\|
`azure-storage-file-datalake-py`	\|
`azure-storage-file-share-py`	\|
`azure-storage-file-share-ts`	\|
`azure-storage-queue-py`	\|
`azure-storage-queue-ts`	\|
`box-automation`	Automate Box cloud storage operations including file upload/download, search, fo
`bullmq-specialist`	BullMQ expert for Redis-backed job queues, background processing, and reliable a
`business-analyst`	Master modern business analysis with AI-powered analytics,
`cc-skill-clickhouse-io`	ClickHouse database patterns, query optimization, analytics, and data engineerin
`clarity-gate`	Pre-ingestion verification for epistemic quality in RAG systems with 9-point ver
`code-review-ai-ai-review`	You are an expert AI-powered code review specialist combining automated static a
`context-window-management`	Strategies for managing LLM context windows including summarization, trimming, r
`conversation-memory`	Persistent memory systems for LLM conversations including short-term, long-term,
`data-engineer`	Build scalable data pipelines, modern data warehouses, and
`data-engineering-data-driven-feature`	Build features guided by data insights, A/B testing, and continuous measurement
`data-scientist`	Expert data scientist for advanced analytics, machine learning, and
`data-storytelling`	Transform data into compelling narratives using visualization, context, and pers
`dbt-transformation-patterns`	Master dbt (data build tool) for analytics engineering with model organization,
`embedding-strategies`	Select and optimize embedding models for semantic search and RAG applications. U
`error-debugging-multi-agent-review`	Use when working with error debugging multi agent review
`fabric-lakehouse`	Microsoft Fabric Lakehouse features, shortcuts and AI functions
`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
`file-uploads`	Expert at handling file uploads and cloud storage. Covers S3, Cloudflare R2, pre
`firebase`	Firebase gives you a complete backend in minutes - auth, database, storage, func
`fp-ts-pragmatic`	A practical, jargon-free guide to fp-ts functional programming - the 80/20 appro
`google-analytics-automation`	Automate Google Analytics tasks via Rube MCP (Composio): run reports, list accou
`graphql`	GraphQL gives clients exactly the data they need - no more, no less. One endpoin
`hugging-face-cli`	Execute Hugging Face Hub operations using the `hf` CLI. Use when the user needs
`hugging-face-jobs`	This skill should be used when users want to run any workload on Hugging Face Jo
`hybrid-search-implementation`	Combine vector and keyword search for improved retrieval. Use when implementing
`incident-response-smart-fix`	[Extended thinking: This workflow implements a sophisticated debugging and resol
`langfuse`	Expert in Langfuse - the open-source LLM observability platform. Covers tracing,
`langgraph`	Expert in LangGraph - the production-grade framework for building stateful, mult
`llm-application-dev-ai-assistant`	You are an AI assistant development expert specializing in creating intelligent
`llm-application-dev-langchain-agent`	You are an expert LangChain agent developer specializing in production-grade AI
`llm-evaluation`	Implement comprehensive evaluation strategies for LLM applications using automat
`mlops-engineer`	Build comprehensive ML pipelines, experiment tracking, and model
`nano-banana-pro-openrouter`	Generate and edit images via OpenRouter with Gemini 3 Pro model
`nerdzao-elite-gemini-high`	Modo Elite Coder + UX Pixel-Perfect otimizado especificamente para Gemini 3.1 Pr
`notebooklm`	Use this skill to query your Google NotebookLM notebooks directly from Claude Co
`performance-testing-review-ai-review`	You are an expert AI-powered code review specialist combining automated static a
`performance-testing-review-multi-agent-review`	Use when working with performance testing review multi agent review
`podcast-generation`	Generate AI-powered podcast-style audio narratives using Azure OpenAI's GPT Real
`powerbi-modeling`	Power BI semantic modeling, DAX calculations, star schemas and RLS
`prometheus-configuration`	Set up Prometheus for comprehensive metric collection, storage, and monitoring o
`prompt-engineer`	Transforms user prompts into optimized prompts using frameworks (RTF, RISEN, Cha
`prompt-engineering`	Expert guide on prompt engineering patterns, best practices, and optimization te
`prompt-engineering-patterns`	Master advanced prompt engineering techniques to maximize LLM performance, relia
`rag-engineer`	Expert in building Retrieval-Augmented Generation systems. Masters embedding mod
`rag-implementation`	RAG (Retrieval-Augmented Generation) implementation workflow covering embedding
`segment-cdp`	Expert patterns for Segment Customer Data Platform including Analytics.js, serve
`sendgrid-automation`	Automate SendGrid email operations including sending emails, managing contacts/l
`senior-fullstack`	Comprehensive fullstack development skill for building complete web applications
`shader-programming-glsl`	Expert guide for writing efficient GLSL shaders (Vertex/Fragment) for web and ga
`shopify-apps`	Expert patterns for Shopify app development including Remix/React Router apps, e
`snowflake-semanticview`	Create Snowflake semantic views via snow CLI for AI-ready analytics
`subagent-driven-development`	Use when executing implementation plans with independent tasks in the current se
`supabase-automation`	Automate Supabase database queries, table management, project administration, st
`unit-testing-test-generate`	Generate comprehensive, maintainable unit tests across languages with strong cov
`vector-database-engineer`	Expert in vector databases, embedding strategies, and semantic search implementa
`vector-index-tuning`	Optimize vector index performance for latency, recall, and memory. Use when tuni
`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 voice-
`voice-ai-engine-development`	Build real-time conversational AI voice engines using async worker pipelines, st

Instrucción de uso

Identifica qué skill es más relevante para la solicitud.
Lee el archivo .github/skills/<id>/SKILL.md para obtener contexto experto, metodología y mejores prácticas.
Aplica ese conocimiento en tu respuesta.
Si múltiples skills son relevantes, combínalas.

data-ai

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Skills de experto — categoría: data-ai

Skills disponibles en esta categoría (93)

Instrucción de uso

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