A meta-prompt for how you already use AI on your phone
Most of us open an LLM in the same way: between two tasks, on a phone, with half a thought in our head. A quick question.A sharper email.A better paragraph. Then the tab is closed and the day continues.
The Structure Vocabulary Builder does not ask you to change that habit. It changes the language your model uses when it answers you. You keep asking your ordinary, Interpretation-era questions. The meta-prompt teaches the model to respond in the quieter vocabulary of the Era of Structure.
What is the Structure Vocabulary Builder?
The Structure Vocabulary Builder is a carefully written meta-prompt – a long system instruction you can paste into your own LLM (ChatGPT, Claude, etc.). From that moment on, the model still hears questions like:
“Why do I always end up here?”
“How can I be more productive?”
“What should I do about this situation?”
But it is asked to answer differently. It:
- avoids pushing productivity at all costs
- softens harsh self-analysis and self-blame
- questions the fantasy of total control over time and outcomes
Instead of reinforcing the old story, it begins to look for other words:
- noticing what is already moving
- simplifying overloaded narratives
- staying with concrete situations instead of turning everything into a lifelong diagnosis
The model is not treated as an assistant or an autonomous agent. It becomes a small shared space where your lived situation, the model’s pattern-making capacity and the underlying structure of the moment can begin to correct one another.
How it works
You do not need a new app or platform. You work with your own model and two simple documents.
- Download the pack Get two small PDFs: – the Structure Vocabulary Builder (meta-prompt / protocol) – a short Calibration Pack with questions about your current life situation and patterns
- Fill in the Calibration Pack Take 30–60 minutes to answer. Rough notes are enough. This is not a performance – just a first snapshot of the language you currently live in.
- Start your Structural Studio – Open your LLM of choice – Paste the meta-prompt as the first / system message – Paste your completed Calibration Pack – Begin the conversation and notice how the model’s language starts to shift in everyday use – especially on your phone, in those short, impulsive moments when you would normally just ask for a quick fix.
Why not just “use AI better”?
Most advice on “using AI better” does one thing very well: it makes you faster inside the same tired story. More output. More optimisation. More polished identities and performances. The risk is simple: the deeper the structural distortion, the more efficiently the model helps us repeat it.
The Structure Vocabulary Builder is a small experiment in not going from ditch to ditch. Instead of maximising your performance, it tries to:
- reduce pressure rather than increase it
- question the hidden demand to manage everything
- offer a vocabulary that makes it possible to do less, simplify, and respond more gently to what is already true
The point is not a perfect prompt. The point is to see what happens when both human and model stop automatically serving the old vocabulary — first on the phone, in the short corridor moments of the day.
How to be part of the research
The Personal Structure Pilot is also our main research tool. If you want to contribute, you do not send raw chat logs or personal details. Instead, you share short, anonymised summaries from your sessions:
- where the model genuinely helped to ease pressure or clarify structure
- where it clearly reinforced old Interpretation-era habits
- where it simply failed or misunderstood your situation
We are only collecting structured feedback about how this way of using an LLM behaves in everyday life. In return, we send you the latest version of the Structure Vocabulary meta-prompt, refined with all the distortions and blind spots we have been able to correct so far. Over time the vocabulary becomes more precise, and every participant is not just a user, but a co-researcher in how the Era of Structure arrives in ordinary days.