Sequential Pages
Sequential Pages
Use this when generating 2-3 connected comic pages as one consistent set.
Core Principle
Sequential generation is for consistency, not for dumping all ideas into one giant prompt.
The more each page has a single job, the better the set holds together.
When To Use Sequential
Use it when:
- the same characters appear across pages
- style drift would be a problem
- the concept benefits from 2-3 teaching beats
Do not start here for random exploration. First prove the concept with a single-page draft.
Default Three-Page Pattern
Page 1: Problem Setup
Use this page to establish:
- what the learner is confused about
- why the problem matters
- the emotional hook
Good content:
- confusion
- overload
- wrong assumption
- the mentor entering with direction
Bad content:
- full pipeline diagrams
- all the benefits
- final summary
Page 2: Mechanism
Use this page to explain:
- how the process works
- what moves where
- what the key transformation is
Good content:
- tool demonstration
- process flow
- before -> filtered -> output
Bad content:
- another emotional hook
- too many unrelated examples
- final conclusion paragraph
Page 3: Analogy, Benefits, and Limitation
Use this page to land:
- the intuitive mental model
- 2-3 concrete benefits
- 1 clear limitation
- final takeaway
Good content:
- comparison
- icon summary
- one warning sign
- one closing sentence
Bad content:
- dense wall of text
- repeating the whole pipeline again
- multiple competing conclusions
Density Rule
Each page should carry one main teaching objective.
If a page starts trying to do two of these at once:
- hook
- mechanism
- summary
split it or cut content.
Practical Prompting Notes
- explicitly say
Generate exactly 3 consistent pages - define shared character anchors once at the top
- define shared visual direction once at the top
- keep each page description separate and short
- avoid giving each page 5 different goals
Known Failure Mode
Without strict page responsibilities, the model tends to:
- make one page too empty
- make one page too dense
- repeat the same visual idea across pages
- collapse the final page into a messy slogan board
This happened in the first live knowledge-comic sequential test and is now a known rule, not a theory.