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.
01 — Definition
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。
02 — Distinction
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。
AAutomation
- Input
- Fixed Prompt
- Output
- Repeat
Same rules.
Different input.
每天使用相同规则,只是处理新的数据。
BEvolution
- Generate
- Observe
- Critique
- Reflect
- Rewrite
- 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。
03 — Core loop
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↓Rewrite Prompt↓Next Generation
Every generation should leave evidence of change.Prompt DiffDesign DiffReflectionVersion History
Concept model only — these artifacts are future design goals.
04 — System concept
Future System
Traditional automation updates data. EvoDesign updates the rules that create the result.
Daily Trigger
↓Previous Generation
↓AI Designer
↓Design Output
↓AI Critic
↓Reflection
↓Prompt Update
↓Next Generation
05 — At a glance
Project Overview
A compact record of what this first phase is — and is not.
| Item | Description |
|---|
| Project | EvoDesign |
| Category | AI Self-Evolution Experiment |
| Current Phase | Phase 1 — Concept |
| Core Object | Design Prompt |
| Input | Previous Design + Reflection |
| Future Output | New Design Generation |
| Evolution Target | Prompt + Design Rules |
| Future Trigger | Daily Cron Job |
| Evolution Evidence | Prompt Diff / Design Diff / Logs |
| Website | Cloudflare Pages |
| Current Status | Concept Only |
06 — Example evolution
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
07 — Example reflection
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.”
Reflection↓Prompt Change↓Next 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.
08 — Concept model
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%
09 — Proof
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”。
01Prompt History
What changed in the prompt?
02Reflection Log
Why did the AI decide to change?
03Version Diff
What changed in the design?
04Run History
When did the change happen?
Evolution must be observable, comparable and traceable.
10 — Direction
Project Roadmap
Phase 1Concept
- Project definition
- HTML5 introduction page
- Diagram
- Table
- Cloudflare Pages
NowPhase 2Run
- Repository
- Scheduled execution
- Codex Agent
- Daily generation
- Reflection records
NextPhase 3Evolve
- Prompt mutation
- Design rule mutation
- Version comparison
- Evolution history
- Self-improving system
Future
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.