The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
Back to feedPost
🚀 Descobri um projeto open source muito interessante para quem trabalha com IA, educação e sistemas baseados em conhecimento.
O Marble Skill Taxonomy não é um modelo de IA. Ele é uma taxonomia estruturada de habilidades, organizada como um grafo de conhecimento.
Na prática, cada habilidade possui:
📌 Nome e descrição
🔗 Pré-requisitos
🎯 Competências relacionadas
📈 Caminho de aprendizado
📝 Critérios para validar o domínio da habilidade
Isso permite construir aplicações que vão muito além de um simples banco de dados.
Algumas possibilidades:
🤖 Agentes de IA que recomendam o próximo passo de aprendizado.
📚 Plataformas de cursos com trilhas inteligentes.
🧠 Sistemas RAG mais organizados.
🗺️ Roadmaps automáticos de estudo.
🔍 Grafos de conhecimento consultados por MCP, Claude Code, Codex ou outros agentes.
O que mais chamou minha atenção foi a estrutura do projeto. Em vez de depender apenas da IA para "lembrar" do conhecimento, ela consulta uma base organizada, tornando as respostas mais consistentes e explicáveis.
Acredito que veremos cada vez mais aplicações utilizando esse tipo de arquitetura: LLM + Knowledge Graph + MCP + RAG, em vez de depender exclusivamente do contexto enviado ao modelo.
📂 Repositório:
https://github.com/withmarbleapp/os-taxonomy
#OpenSource #AI #KnowledgeGraph #RAG #MCP #MachineLearning #LLM #Developers #Education #SoftwareEngineering
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
Trending
Claude
Claude has entered the design space. How are you using it?
Contra University
Learn from expert creatives how to earn more using next-gen AI tools.
Brand Design
The best brand designers are on Contra. Scroll to see what's trending in brand design. What are you building?
creativeaiflow
Creative AI workflows are evolving. What tools do you use, and what are their strengths and weaknesses?
freelancerlife
Freelancer life is wins, pivots, and everything in between. What’s yours right now?
Related posts
AI Creative Director & Consultant
For the past two years, I've worked with brands and artists at the edge of what AI can do by testing, combining, and refining tools and workflows to find what actually works, not just what looks impressive on the surface.
Some experiments succeeded. Others failed. Every one taught me something. The piece I almost didn't publish often became the one that resonated most.
That process gave me a real understanding of where AI creative work stands today and where it's headed. I stay ahead of the latest tools and techniques, but I filter for what creates value, not what's trending.
From the first spark of an idea to final delivery, I help brands turn concepts into high-quality AI content and campaigns.
Looking for strategy and guidance on where AI fits into your brand? Let's talk.
Looking for someone to create exceptional AI content for you? Let's work together.
Awesome mate!!!!
Most developers stop after building the app.
I enjoy building the tools that make developers faster.
Today I'm working on my custom Developer CLI to automate repetitive tasks and streamline my workflow.
If you could add one feature to your dream developer CLI, what would it be?
👇 I'm curious to hear your ideas.
The dream feature is usually context memory a CLI that remembers what you were doing across sessions instead of starting fresh every time. the repetitive tasks are annoying but re-establishing context after a break is the real time sink
Juncture just went live 🎉
Full custom Framer build for an executive advisory firm — six pages, a custom interactive framework component, and an animated scoring system built as a native code component instead of a static graphic.
Wrote up the full case study, including the two places I pushed past the original brief and why:
Beautiful
