I understand the concept of skills and agents. A skill is an ability to do something and an agent is something that does something. But what is an agent in a more "physical" sense? A skill is just a text markdown file written in English that can be understood, and stored in a folder in the Claude app. But what exacly is an agent? Is an agent is multiple skills plus timers. Would that be right? Where are they stored? What would an agent exactly be described as, in terms of the claude desktop app?

I work on my laptop and desktop. How does everyone keep them both in sync when switching between the two and working with Claude Code?

I usually use medium-level reasoning for planning, and then change to high-level reasoning to do the coding. I'm a Codex Desktop App user on Windows. But after watching recent video, "Give Me 10 Minutes and I'll Save You Millions of Claude Tokens", I just realized that changing the model clears your cache that you have with the model, and I'm thinking that means it clears a lot of the context that I've built up so far in the chat. This is assuming Codex does similar to Claude, probably does. Very good information for me. But even more surprising, Nate mentioned that Claude likes to use Opus for planning and then go down to Sonnet for coding. So the higher level model for planning, and then lower for coding. That's exactly opposite of what I have been doing. I rarely run out of codex tokens. I think it's only happened once, and I only had to wait 30 minutes to refresh. So I'm going to try sticking with high-level reasoning more and not changing it at all. What kind of model - reasoning level switching do you all do? Thanks, Robert

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From first client wins and live workflows to AI voice agents, portfolio momentum, and production-level fixes - this week inside AIS+ showed what happens when builders keep stacking reps consistently. 🚀 Standout Wins of the Week inside AIS+ 👉 @Michael Garcia closed his first major deal with a wholesale real estate automation engine handling property sourcing, Claude-based deal scoring, and investor pipeline management. 👉 @Luca Giovinazzo delivered his first full client project live — including 11 n8n workflows, CRM systems, Telegram bots, inventory tracking, booking systems, and KPI dashboards for an auto detailing business. 👉 @Paulo Calpatura built a fully automated AI voice receptionist using Vapi, n8n, Claude, Google Maps, Google Calendar, Google Sheets, and ElevenLabs. 👉 Bo Gonzales presented two AI builds internally, stood out in front of 79 employees, and ended up in a 30-minute AI strategy conversation with his CEO. 👉 @Shatadru Majumdar joined just 7 days ago and already completed multiple AIS+ modules while shipping a customer-support workflow using n8n + Claude. 🎥 Super Win Spotlight | @Griffin Maklansky Griffin joined AIS+ after getting laid off and within a month and a half, landed a new AI-focused role. What started it all? Watching Nate’s “Master 95% of Claude Code in 36 Minutes” video and realizing how quickly AI could turn ideas into real products. Since joining, Griffin has: - Built his own personal website to stand out while job hunting - Started learning AI automation seriously despite having no traditional dev background - Used Nate’s templates and systems to level up his Claude workflows - Connected with builders inside the community and started taking real conversations around opportunities - Went from laid off to employed again with a strong salary in under 45 days