Creator Review Council
A prompt system that critiques creative work like a panel.
Role — Prompt Systems Designer
A prompt system that critiques creative work like a panel of named critics — with mandated disagreement and a synthesis step.
Recognized pain
Solo creators lack a review panel. Generic AI feedback is worse than none — it flatters instead of sharpening.
Existing value
The creator already had work, taste, and a production practice to evaluate.
Constraint
Success meant specific, opinionated critique from multiple points of view that were allowed to disagree.
Decision
Define named critic personas with sharp taste; require disagreement; force a synthesis step that resolves it.
Activation
Persona library, structured critique template, and a synthesis prompt — used in personal production before shipping work.
Evidence
Feedback loops that used to take a week compress into an afternoon, with sharper editorial notes.
Economic consequence
Slow review cycles delayed stronger editorial decisions before publication.
What remains unproven
External campaign performance attributable to the review system has not been established.
Readiness
A creator ships more confidently because their work has already survived a panel before it meets an audience.
Tools used
Deliverables
- Persona library
- Structured critique template
- Synthesis prompt
Documented evidence
- →Weeklong feedback loops compressed to an afternoon
- →Sharper editorial notes before work meets an audience
Continue exploring
AI-accelerated campaign creation for a satirical series.
Founder pain, turned into an AI-powered diagnostic.
AI did not create decision fatigue. It exposed it. The useful question is not how much the tool can produce, but how many decisions still return to the owner.
Motion used as explanation, not decoration — a strategic idea made visual before the viewer finishes reading.