Generate-evaluate-iterate loop that self-improves output quality. Generates a draft, evaluates it against criteria, and regenerates until the quality threshold is met.
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Download the complete pattern as a standalone Next.js project.
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The pattern is ready to use. Modify the components, API routes, and styling to fit your application.
app/page.tsxapp/api/Create systems that generate content, evaluate quality against metrics, and automatically improve until standards are met.
Build tools that generate code, evaluate against quality standards, and refactor until performance and maintainability goals are achieved.
Develop platforms that create marketing materials, test effectiveness metrics, and optimize for conversion rates.
Create tools that generate designs, evaluate against UX principles, and refine until usability standards are satisfied.
The evaluator-optimizer pattern demo is being prepared.
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