How I work

Human-centered, AI-assisted.

AIOrganize signals

I leadProtect human context

AISurface patterns

I leadFrame the right problem

AIExpand possibilities

I leadSet selection criteria

AIAccelerate variants

I leadDirect the experience

AIAnalyze feedback

I leadInterpret and decide

Human judgment is continuousContext · ethics · direction · quality · accountability

01 · Tools by role

My Stack

Workspace

Keeps the brief, instructions, and prior outputs together so every session starts with context.

Research

Grounds market and competitor research in cited, traceable sources.

Synthesis

Turns research into personas, opportunity maps, and journeys while retaining project context.

Image

Uses licensed training imagery for assets that are safer to publish commercially.

Prototyping

Moves quickly from a written brief to clickable, testable screens.

Communication

Turns working drafts into stakeholder-ready narratives without manual layout work.

02 · CRISPE Framework

Prompts are organized by workflow phase, not by tool, and built from six repeatable parts.

CContext01

RRole02

IInstruction03

SSpecification04

PPurpose05

EExample06