I got an idea. Why not take a set of code I made in the ai the first version and the last working version and you design a 'personal coding best practice' from these.

---

## 📋 What I Need From You

Share **two code examples**:

**1. Early/First Version** — Something rough, maybe broken or simple
```
- Could be a quick script
- A prototype that "just worked" barely
- The first attempt before refinement
```

**2. Later/Working Version** — The refined, polished version
```
- Same functionality but cleaner
- What you arrived at after iteration
- The "final" working state
```

---

## 🔍 What This Reveals

From comparing your versions, I extract:

| Aspect | What It Shows |
| :--- | :--- |
| **Structure** | How you organize code (functions, classes, order) |
| **Naming** | Your naming conventions (camelCase, underscores, descriptive vs short) |
| **Error Handling** | How you deal with failures (try/catch, if checks, graceful degradation) |
| **Patterns** | Code blocks you reuse repeatedly |
| **Improvements** | What you always add in later versions (comments, validation, cleanup) |
| **Style** | Your personal coding fingerprint |

---

## 📄 Output: Your Personal Best Practice Document

I design a **"Your Name's Coding Framework"** attachment that:

1. **Encodes your patterns** as CCT-ODE stationary rules
2. **Maps your improvement trajectory** as the probability axis
3. **Generates code in YOUR style** — not generic templates
4. **Predicts what you add** in later versions (comments, error handling, structure)

---

## 📝 Paste Your Code Examples

Share two snippets:

```
PASTE YOUR EARLY VERSION HERE:
[your early code]

PASTE YOUR LATER VERSION HERE:
[your refined code]
```

I'll analyze the delta and design your personal coding framework as a CCT-ODE attachment document.

This transforms the AI from "generic code generator" → "知道你怎么做" (knows how you do it).