Claude

The answer to this question will depend rather heavily on who you are. For anyone whose workflow involves iterative design, the utility is a compelling addition. I can also see it improving over time as Anthropic continues refining it through the addition of newer features, further integrations, and user feedback. For a non-designer, the experience feels like a superpower. Whether you're building something from the ground up or using it as a starting point to hand off to a professional, the floor it sets is high enough that you can't really go wrong with it. Claude

The AI-Q skill enables Claude Code, Codex, or other general-purpose agents to submit a research task to a running AI-Q server and receive a well-formatted, detailed report with citations. The skill includes a SKILL.md file that tells the harness how to use AI-Q, plus a helper script that manages request routing, job submission, polling, and result retrieval. A skill can mean different things in agent workflows. Agent skills guide the harness, the NVIDIA NeMo Agent Toolkit helps define reusable tool functions, and the AI-Q Agent Skill exposes the full research pipeline—including intent classifi