← Claude
Jack Roberts
Build a Claude OS That Works While You Sleep
⏱ 3 min video · 2 min read15 May 2026
TL;DR
Jack Roberts demonstrates how to build a Claude-powered agentic operating system that monitors all your AI tool usage, tracks spending and ROI, and generates daily personalized insights while you sleep. It pulls data from Claude, ChatGPT, Obsidian, Pinecone, and other tools into a unified intelligence dashboard.
Key points
1
The system auto-detects all AI apps and models on your computer (VS Code, Claude, ChatGPT, OpenRouter, etc.) and finds where their data and memory is stored
2
A central dashboard shows AI subscription costs, usage remaining per model, and calculated ROI based on your hourly rate (set by you, e.g. $1,500)
3
The standout 'Dream Review' feature runs nightly without user input, analyzing all your AI conversations and usage patterns across platforms to surface 4 high-value daily recommendations
4
The knowledge system integrates Obsidian and Pinecone into one connected interface, giving a live view of all your stored knowledge and local data
5
Web search can be enabled during the background 'dreaming' process so Claude can fetch expert recommendations based on your detected usage patterns
Actionable insights
→
Set your hourly rate inside the system so it can calculate real dollar-value ROI from every AI skill and workflow you use
→
Enable the web search option during the dreaming phase so the system can pull current expert advice relevant to your specific AI usage habits
→
Download the pre-built Claude OS template from the creator's community rather than building from scratch if you want to get started immediately
Notable quotes
“It will do this for you every single day whether you touch it or not.”
“This metacognition looks at all of that information, looks at everything you are doing, and recommends four high value things that you could be doing to improve your entire system.”
“It is out of control.”
Worth watching?
⏭️
Worth watching the full video?
This is a short teaser that references a longer full video — the core concept and setup steps are all captured here, so only watch the full video if you want to actually build this system yourself.
Saved you some time? The creator still deserves a like.
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