EvoDesign®

AI Self-Evolution Experiment

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。

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。
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 RewritePrompt NextGeneration 123456
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.

05 — At a glance

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
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”。

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.

LIVE — Verified History

Live Evolution

Verified Runs
Recorded repository evidence, not concept preview data.

01

Latest Generation

006

02

Prompt

v1.0

03

Last Run

28 September 2026

04

Decision

CHANGE

Gen 0062026-09-28CHANGE

Live evidence changed from a first-run snapshot to a generation history.

Gen 0052026-09-27NO_CHANGE

Identified that the evidence area did not scale with recurring generations.

Gen 0042026-09-27NO_CHANGE

Recorded the need for a durable generation-history surface.

Gen 0032026-09-25NO_CHANGE

Observed that the live status pattern could not absorb multiple generations.

Gen 0022026-09-25NO_CHANGE

Observed scattered status language instead of scalable history.

Gen 0012026-09-23CHANGE

Added the first verified live-run evidence boundary.

Latest Reflection
A recurring experiment needs a dated evidence sequence, not a static first-run card.

Latest Change
The verified evidence surface now summarizes Generation 006 and shows prior repository-backed runs.

10 — Direction

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
11 — Today

Current Status

01Phase 2Evidence-backed evolution
02Generation 006Decision: CHANGE
03Cloudflare DeploymentExisting project preserved

The experiment now has a visible trail.
It can be inspected over time.

Generation 006 is recorded; the runner owns the audit snapshot.