# system-audit-prompt.txt - Paste-ready. Your AI audits its own machinery: what loads, what it costs, what is broken, where the holes are. # Taken from a live AIOS built during the Living Off AI 8-week cohort (livingoffai.nexus), 5 layers: Constitution, Memory, Skills, Tools, Focus. # Run it on the strongest model you have, maximum thinking, parallel agents on if your tool has them. A real run takes 30 to 50 minutes. Full skill version: loai.wisdomblend.com/materials/library/system-audit.md Run a full audit of my second brain. Work in parallel agents if you can. 1 MAP - What is this system? Which files load automatically at session start? Measure each in tokens. Lean or bloated, current or stale, and do any two contradict each other? 2 SKILLS - List every skill/trigger. Which were unused for 30+ days? Compared to what people publicly build today, name up to 3 I lack. 3 TOOLS - List every connected tool: MCP servers, APIs, scheduled jobs, channels. TEST each one live. Flag broken jobs, dead keys, silent channels, tools connected but never used. 4 SECURITY - Where are the holes? What can connect from outside? Which credentials sit in plain text? Which tools can write or send externally without my approval? What would you tighten first? 5 COMPARE - Against the current state of the art, where am I behind? Report the five sections, then TOP 5 FIXES ordered by impact. Read-only: change NOTHING in this run.