Prompts.
Copy. Run in ChatGPT or Claude with one click. Stolen and refined from issues you should be reading.
The Context Load Check
An interview-style prompt that audits your custom instructions, Project files, and connected apps, then hands back a verdict on whether your setup is overloaded.
The Standing Overhead Audit
Four questions that separate a genuinely justified AI tooling spend from standing overhead nobody has measured -- config loads, unused connectors, unfiltered automated output, and jobs that restart from scratch on a schedule.
The Major Stress-Test
Interviews you about a college major - yours or one you are advising on - and maps where its job-market value actually sits: license, hands, judgment, or output. Ends with a keep-stack-or-switch verdict.
The Middle Layer Audit
Every convenience layer between you and a supplier quietly controls four things: your price, your route, your data, and your cost of leaving. This audit works out which of the four you have actually handed over.
The Assurance Decoder
Separates the AI safety and security claims you can actually verify from the ones you are taking on trust - then names the single unverifiable claim that is carrying the most weight in your decisions.
The Ownership Auditor
Traces every AI tool you use back to its real owner, its model provider, and its infrastructure - then names the single owner whose disappearance would cost you the most.
The Model Tier Routing Audit
Most workflows were built when one model tier was the only sane default. This prompt interviews you about one workflow you already run, step by step, then tells you which tier each step actually needs, where downgrading would be a mistake, and the single change that saves the most for the least risk.
The Real Use Audit
Interviews you about your own last week of AI use, checks it against the 2026 real-use research, and hands you one deliberate change — not a generic tip.
The AI Subscription Audit
Interviews you about your task mix, volume, and current AI spend — then tells you which rung of the July 2026 price ladder fits, and whether your current plan is still the right one.
Audit your workplace surveillance exposure
5-question interview that maps every AI surveillance system in your workplace and tells you exactly what to ask facilities, IT, and HR.
