owshq-mecOfficial·12 Agent Skills Included

semana-ai-data-engineer

Multi-agent e-commerce data pipelines with SQL and vector search

Builds a multi-agent e-commerce data system that answers business questions using SQL for exact numbers and vector search for customer sentiment. Covers synthetic data generation, RAG ingestion, agent orchestration, evaluation, and observability across a guided four-day curriculum. Eliminates manual pipeline setup with Docker-based local development and ready-made knowledge bases for Postgres, Qdrant, CrewAI, LangChain, and Chainlit.

122|122

↗

npx skills add owshq-mec/semana-ai-data-engineer --all -g -y

Available:

Instructs the agent on the ShopAgent architecture, the 18 knowledge base domains, and which specialized sub-agents to route data engineering, code quality, and slide-building tasks to.

All Skills in This Repository (12)

Pure Emerald Level Indicators

📦 In Repo

owshq-mec

ui-ux-pro-max

Generate design recommendations for styles, color schemes, typography, and interaction in web and mobile applications.

ckm:design

Generate logos, corporate identity programs, presentations, and social media graphics with AI.

animate

Analyze and implement CSS and JavaScript animations for user interfaces.

ckm:banner-design

Automates multi-format AI-designed banner creation for social platforms and print materials.

impeccable

Generate production-grade frontend interfaces with distinctive aesthetic quality and creative code.

layout

Analyze and correct spacing, hierarchy, and rhythm in user interface layouts.

ckm:ui-styling

Build accessible React UIs with shadcn/ui components and Tailwind CSS.

ckm:brand

Manage brand voice, visual identity, and asset compliance with markdown guidelines.

ckm:slides

Generates strategic HTML presentations with Chart.js embedded data visualizations and optimized copywriting content.

harden

Identify and address UI/UX issues in error handling, empty states, i18n, and text overflow.

ckm:design-system

Generate brand-compliant presentation slides using design tokens and Chart.js.

overdrive

Generates WebGL and CSS animations for interactive web designs.

Official

Advanced

Frequently Asked Questions

FAQPage Schema

How to install semana-ai-data-engineer?▼

Run `npx skills add owshq-mec/semana-ai-data-engineer --all -g -y` in your terminal to install all skills in this suite globally.

What does the ShopAgent project build?▼

It builds a multi-agent e-commerce system where an analyst agent queries Postgres for exact metrics, a researcher agent searches Qdrant for review sentiment, and a reporter agent writes executive summaries.

How does it combine SQL and vector search?▼

Postgres acts as the ledger for exact data like revenue and orders, while Qdrant acts as the memory for semantic search over customer reviews, with agents routing questions to the right store.

Do I need Docker to run this project?▼

Yes. Days 1-3 run fully local with Docker Compose, which starts Postgres, Qdrant, and the ShadowTraffic data generator; Day 4 migrates the same setup to the cloud.

Is this suitable for learning AI data engineering?▼

Yes. It is a structured four-day curriculum with sequenced prompts, slide decks, and knowledge bases covering ingestion, RAG, agents, and multi-agent evaluation.