Orchestrate full-stack development from research papers to production software products.
npx skills add https://github.com/aviskaar/open-org --skill ai-engineer-aviskaar
Please help me install this Agent Skill. Skill: ai-engineer Source: https://github.com/aviskaar/open-org/tree/main/skills/ai-engineer Command: npx skills add https://github.com/aviskaar/open-org --skill ai-engineer-aviskaar
This Skill bridges the gap between research breakthroughs and production-ready software, orchestrating the end-to-end development process from initial research concepts to a fully scaled product.
auto-website-builder and lead-researcher for a cohesive build process.auto-website-builder.Use the ai-engineer skill to transform the research paper 'novel-image-model.pdf' into a production-ready web application.
High-intent search queries and answers about installing and using this skill.
To turn an AI research paper into a production-ready software product, orchestrate the full-stack development lifecycle by translating research findings into PRDs, selecting a tech stack, integrating AI/ML models, and coordinating backend development.
Research-to-product engineering bridges the gap between AI research breakthroughs and production software. It works by managing the end-to-end development process, accurately translating novel models into product requirements, and integrating them into scalable backend architectures.
Managing AI integration and backend development for a new ML model requires defining product requirements and designing a full-stack architecture. You orchestrate the integration of the model into the backend while delegating UI tasks to specialized sub-skills.
Yes, you can automate tech stack selection and PRD creation from research findings. The orchestration process translates research data into structured product requirements and selects appropriate architectures to build a scalable web application.
Yes, full-stack AI orchestration works with delegated UI builds by using specialized sub-skills like auto-website-builder. The engineering lead coordinates backend AI integration while delegating frontend web application creation to these tools.
shsramsGenerate design documents with Mermaid architecture diagrams and data models.
cbbkrd-techOrchestrate end-to-end software project bootstrapping and transformation into production-ready architectures.
jedmamostoGenerate UI-SPEC.md for a frontend phase with validated research and verification gates.
bs-kooOrchestrate a full software development lifecycle with specialized AI agents.