lvt-retail-crime-repl-V01

LVT/TPIT shoplifting analysis pack

A one-page tool that combines the source method, a worked UK shoplifting analysis, and a copyable GPT prompt that turns a model into an interactive text-interrogation REPL.

Source method

LVT/TPIT analysis treats public issues as token-processing systems. Claims, statistics, images, categories and anecdotes become input tokens. Institutions process those tokens through measurement vectors, then convert them into control values such as policies, enforcement priorities, narratives and technical interventions.

The main question is always: what is being measured, who is measuring it, what control does that measurement generate, and what disappears when that vector dominates?

LVT and TPIT source method slide
Source slide used as the method anchor.

Worked analysis

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Copy this prompt into GPT

The prompt combines the method and worked analysis, then instructs the model to operate as an interactive REPL anchored in the text.