AIOS Daily Loop

A daily operating cadence for getting value from an AI Operating System while continuously improving it. Based on Nate Herk's own practice.

The daily loop

1. Morning: open Claude Code and say "help me plan my day" — the AIOS reads calendar, tasks, comms, and drafts a priority plan ^[src-013]

2. During the day: execute using the AIOS; note where it gets things wrong or needs correction ^[src-013]

3. End of day: review — "What skills did I use today? What did I have to correct my assistant on?" ^[src-013]

4. Patch: update skill files, context files, or guardrails based on corrections — "Tomorrow, you can patch some of that stuff up" ^[src-013]

Success criteria (when the AIOS is working)

• Team members start asking to talk to your AIOS rather than to you
• You stop opening new browser tabs to look things up
• Knowledge moves out of your head and into the system
• You find yourself pasting questions into the AIOS before answering them yourself — "because my AIOS had more data than I did" ^[src-013]

Related concepts

• Four Cs Aios — the daily loop is the Cadence layer (C4) in practice
• Skill Feedback Cycle — the end-of-day patch step is this cycle
• Curiosity Rule — the mindset that makes the patch step reflexive
• Productivity Dip Curve — consistent daily use is what gets you over the dip

Source references

• ^[src-013] Nate Herk — "Build & Sell Claude Code Operating Systems (2+ Hour Course)" (2026-05-01)