Prompt Lab – Overview

Prototypes made of language, questions sharpened into tools

We don’t build prompts to solve problems. We build them to reframe them. In this Lab, every model is both a mirror and a maze. What if a prompt can tell you more about the writer than the output? What if that’s the point?

The projects below are active, experimental, and often unfinished. Some tread close to ethical lines — and we keep them there on purpose. This is a record of testing edges. If you came here for answers, look again: these were built to multiply the questions.

Financial Forensics & Recovery
Debt Behavior Classifier Prompt

A language model prompt that reviews written financial patterns and classifies clients by risk and emotional readiness. Useful? Maybe. Disturbing? Definitely.
Should we be training AI to guess people’s desperation?

Autofill Budget Prompt

Generates a personalized monthly budget from minimal bank data and life context. Promising. Efficient. But what gets left out in the name of clarity?

Health & Identity Imagery
Standard Image Generator

A meta-prompt system for creating consistent, branded images of queerness, addiction, recovery, and subculture. But what do we erase when we standardize?

Reflective & Educational Prompts
ADHD Time Collapse Prompt

Written to guide self-awareness during executive dysfunction. But when we name the fog, do we really escape it — or just decorate it with better metaphors?

Queer History Educator Prompt

Generates tight summaries and emotionally vivid introductions to lesser-known queer movements. A beautiful tool. And yet — who gets to decide what history counts?