AI Self-Evolution Experiment

EvoDesign

An AI Designer That Learns to Improve Its Own Taste

一个会持续审视自己的设计,
调整设计规则,并逐渐形成更好审美的 AI 设计师。

Current state Phase 1 · Concept September 2026

The goal is not to generate more.
The goal is to learn how to generate better.

What is
EvoDesign?

EvoDesign 是一个关于 AI 自进化的设计实验。普通 AI 自动化通常使用固定 Prompt,每天处理新的输入,然后持续产生新的输出。

EvoDesign 想探索的是:如果 AI 每次完成设计之后,还能重新审视自己的结果,判断哪里做得不好,并修改下一次执行任务的方法,那么长期运行以后,它是否能够逐渐形成自己的设计原则与审美?

变化的不只是 Output,
而是产生 Output 的方法。

Automation vs Evolution

同样会产生结果,但只有其中一种会改变产生结果的规则。

A

Automation

  1. Input
  2. Fixed Prompt
  3. Output
  4. Repeat

Same rules.
Different input.

每天使用相同规则,只是处理新的数据。
B

Evolution

  1. Generate
  2. Observe
  3. Critique
  4. Reflect
  5. Rewrite
  6. Generate again

The system changes
how it works.

AI 不只是重新执行任务,而是改变下一次执行任务的方法。

How EvoDesign Evolves

一张关于未来运作方式的概念图。它描述方向,而不是当前已在运行的系统。

Generate Observe Critique Reflect RewritePrompt NextGeneration 123456
Every generation should leave evidence of change.Prompt DiffDesign DiffReflectionVersion History

Concept model only — these artifacts are future design goals.

Future System

Traditional automation updates data. EvoDesign updates the rules that create the result.

Project Overview

A compact record of what this first phase is — and is not.

ItemDescription
ProjectEvoDesign
CategoryAI Self-Evolution Experiment
Current PhasePhase 1 — Concept
Core ObjectDesign Prompt
InputPrevious Design + Reflection
Future OutputNew Design Generation
Evolution TargetPrompt + Design Rules
Future TriggerDaily Cron Job
Evolution EvidencePrompt Diff / Design Diff / Logs
WebsiteCloudflare Pages
Current Status Concept Only

What Evolution Could Look Like

Concept Preview
Not real execution data.

Generation 01

Seed

  • More cards
  • Conservative layout
  • Safe typography
  • Weak visual identity
Generation 07

Reflection

  • Better whitespace
  • Clearer hierarchy
  • Fewer containers
  • More deliberate typography
Generation 14

Evolved

  • Stronger visual identity
  • Intentional composition
  • Mature design rules
  • Consistent taste

Concept Preview — Not real execution data

What Self-Reflection Could Look Like

Example Only
Reflection Note
“Yesterday's design was structurally clean, but relied too heavily on cards.

The layout was easy to understand, but visually predictable.

For the next generation, I would reduce container usage and rely more on whitespace, typography and spatial hierarchy.”
ReflectionPrompt ChangeNext Design

Prompt Change

Before

Use cards to organize each information section.

After

Prefer spatial grouping.
Use cards only when they improve comprehension.
Allow whitespace to create hierarchy.

Future Design DNA

These are not performance scores. They are a possible vocabulary for describing current design preferences.

Whitespace80%
Visual Hierarchy72%
Typography68%
Color Discipline84%
Information Density61%
Illustration Restraint78%

How Will We Know It Actually Evolved?

真正的自进化必须可以被证明,而不是只说“AI 变聪明了”。

01

Prompt History

What changed in the prompt?

02

Reflection Log

Why did the AI decide to change?

03

Version Diff

What changed in the design?

04

Run History

When did the change happen?

Evolution must be observable, comparable and traceable.

Project Roadmap

Phase 1

Concept

  • Project definition
  • HTML5 introduction page
  • Diagram
  • Table
  • Cloudflare Pages
Now
Phase 2

Run

  • Repository
  • Scheduled execution
  • Codex Agent
  • Daily generation
  • Reflection records
Next
Phase 3

Evolve

  • Prompt mutation
  • Design rule mutation
  • Version comparison
  • Evolution history
  • Self-improving system
Future

Current Status

01Phase 1Concept Defined
02HTML5 PageStatic concept site
03Cloudflare DeploymentReady to publish

The tree has been planted.
It has not started growing yet.

EvoDesign will begin evolving in the next phase.