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Prompt Cartography Workflow

A reusable path from first intent to critique, revision, accessibility, and reproducible handoff.

1

Intent & audience

Define who the map serves and what decision it should support.

  • Intent Interview Agent
  • Lab 01
2

Data assessment

Check data quality, coverage, assumptions, and missing context.

  • Data Readiness Critic
  • Data checklist
3

Cartographic strategy

Choose map type, visual hierarchy, classification, and interaction stance.

  • Strategy brief
  • Examples
4

Prompt brief

Turn the design problem into structured instructions and constraints.

  • Map Design Brief Builder
  • Prompt Brief Builder
5

First map generation

Produce an initial draft without pretending it is finished.

  • Golden Map Brief
  • WebMapperGPT
6

Critique

Evaluate the map against audience, task, data, and design principles.

  • Symbolization Critic
  • Map Critique Form
7

Revision prompts

Convert critique into targeted, testable revision instructions.

  • Revision chain prompt
  • Prompt Autopsies
8

Accessibility / ethics / uncertainty

Check contrast, language, uncertainty disclosure, and persuasive risk.

  • Accessibility Reviewer
  • Ethics module
9

Publication / handoff

Prepare deliverables, metadata, source notes, and reproducibility artifacts.

  • Final Map QA Agent
  • Downloads
10

Reflection / reproducibility

Record what changed, why it changed, and what should be reusable.

  • Reflection prompt
  • Instructor rubric