# Where to Find the GPT-Image2 Prompt Templates Pitfalls Guide in Awesome-GPT-Image-2

> Find the GPT-Image2 prompt templates pitfalls guide in the docs templates md file. Learn best practices and avoid common mistakes for better image generation.

- Repository: [苍何/awesome-gpt-image-2](https://github.com/freestylefly/awesome-gpt-image-2)
- Tags: how-to-guide
- Published: 2026-09-05

---

**The complete GPT-Image2 prompt templates pitfalls guide (避坑指南) is embedded within the [`docs/templates.md`](https://github.com/freestylefly/awesome-gpt-image-2/blob/main/docs/templates.md) file, with dedicated cautionary subsections located at the end of each template category.**

The `freestylefly/awesome-gpt-image-2` repository maintains a comprehensive collection of industrial prompt templates for GPT-Image2 generation. Navigating the **GPT-Image2 prompt templates pitfalls guide** is essential for avoiding common failure modes and ensuring high-quality AI image output across diverse visual domains.

## Location of the Pitfalls Guide in the Repository

The primary **GPT-Image2 prompt templates pitfalls guide** resides in the **[`docs/templates.md`](https://github.com/freestylefly/awesome-gpt-image-2/blob/main/docs/templates.md)** file.

This documentation does not exist as a standalone document. Instead, each template category—including UI & Interface, Infographic, Poster, Product, Brand, Architecture, Photography, Illustration, Character, Scene, History, and Document—concludes with a dedicated **"避坑指南"** (Pitfalls Guide) subsection.

According to the source code structure, the [`README.md`](https://github.com/freestylefly/awesome-gpt-image-2/blob/main/README.md) provides a high-level link to the "Industrial prompt templates and pitfalls guide," while the [`agents/skills/gpt-image-2-style-library/SKILL.md`](https://github.com/freestylefly/awesome-gpt-image-2/blob/main/agents/skills/gpt-image-2-style-library/SKILL.md) file explicitly references these templates and their associated cautionary guidelines.

## Navigating Category-Specific Pitfalls

Each template category within [`docs/templates.md`](https://github.com/freestylefly/awesome-gpt-image-2/blob/main/docs/templates.md) terminates with actionable warnings tailored to that specific visual domain.

### UI & Interface Pitfalls

The **UI & Interface** section addresses common failures in platform-specific design generation. The guide warns against providing vague instructions without specifying **"平台 + 比例 + 布局"** (platform + ratio + layout), which causes the model to generate disorganized layouts like an inexperienced designer.

Mandatory text legibility is emphasized, requiring explicit instructions such as **"文字绝对可读，必须显示指定的中文"** (text must be absolutely readable, must display the specified Chinese characters) to prevent garbled characters or meaningless Martian text.

Platform differentiation is critical. The guide requires specifying platform characteristics—such as X (Twitter) blue verification badges, Douyin music discs, or Xiaohongshu waterfall layouts—before generation to prevent hybrid mixing.

### Infographic Pitfalls

The **Infographic** section focuses on information density and visual clarity.

**Control module quantity** by mandating specific "module counts" and "chart types" to significantly reduce visual chaos and information overflow.

**Exercise textual restraint** by prioritizing short sentences over lengthy paragraphs. The guide explicitly states that the model is not a typesetting worker, making long-form content unsuitable for chart scenarios.

## Practical Examples from the Pitfalls Guide

The following excerpts from [`docs/templates.md`](https://github.com/freestylefly/awesome-gpt-image-2/blob/main/docs/templates.md) demonstrate the practical format of these cautionary guidelines.

```text

# Example snippet from the UI section “避坑指南”

- **不要给模糊指令**：明确"平台 + 比例 + 布局"，否则模型会像个实习生一样乱排版。
- **强制文字锁定**：要求"文字绝对可读，必须显示指定的中文"，避免出现乱码按钮和毫无意义的火星文。
- **截图区分平台特征**：X（Twitter）有蓝勾认证、转发/引用区分；抖音有音乐碟片和点赞动画；小红书有双列瀑布流特征。生成前指定平台，否则模型会混搭。

```

```text

# Example snippet from the Infographic section “避坑指南”

- **控制模块数量**：强制定制“模块数量”和“图表类型”，能极大降低画面混乱和信息溢出。
- **文案克制**：图表场景优先使用短句文案，千万不要把大段正文塞进画面里，模型不是排版工人。

```

## Direct Access to Specific Sections

You can navigate directly to the first pitfalls guide using the anchor link:

[Industrial prompt templates – UI & Interface – Pitfalls Guide](https://github.com/freestylefly/awesome-gpt-image-2/blob/main/docs/templates.md#tpl-ui)

Scrolling further down [`docs/templates.md`](https://github.com/freestylefly/awesome-gpt-image-2/blob/main/docs/templates.md) reveals additional **避坑指南** subsections for Poster, Product, Brand, Architecture, Photography, Illustration, Character, Scene, History, and Document categories.

## Summary

- The **GPT-Image2 prompt templates pitfalls guide** is located within **[`docs/templates.md`](https://github.com/freestylefly/awesome-gpt-image-2/blob/main/docs/templates.md)**, not as a standalone file.
- Each template category ends with a **"避坑指南"** subsection containing domain-specific warnings.
- Critical avoidance strategies include specifying platform constraints for UI generation and limiting module counts for infographics.
- Secondary references exist in **[`README.md`](https://github.com/freestylefly/awesome-gpt-image-2/blob/main/README.md)** and **[`agents/skills/gpt-image-2-style-library/SKILL.md`](https://github.com/freestylefly/awesome-gpt-image-2/blob/main/agents/skills/gpt-image-2-style-library/SKILL.md)**.
- Direct navigation is available via anchor links (e.g., `#tpl-ui`) within the Markdown document.

## Frequently Asked Questions

### Where exactly is the GPT-Image2 pitfalls guide located?

The guide is embedded in the **[`docs/templates.md`](https://github.com/freestylefly/awesome-gpt-image-2/blob/main/docs/templates.md)** file within the `freestylefly/awesome-gpt-image-2` repository. Rather than existing as a separate document, it appears as **"避坑指南"** subsections at the end of each template category, covering everything from UI design to architectural visualization.

### What types of mistakes does the UI & Interface pitfalls guide prevent?

The UI section specifically prevents three critical failures: vague layout instructions that cause disorganized designs, illegible text generation resulting in garbled characters, and platform confusion where the model mixes features from different social media platforms like X (Twitter), Douyin, and Xiaohongshu.

### How do I access the infographic pitfalls guide specifically?

Navigate to the Infographic section within [`docs/templates.md`](https://github.com/freestylefly/awesome-gpt-image-2/blob/main/docs/templates.md) and scroll to its **"避坑指南"** subsection. This section advises controlling module quantities and chart types to prevent visual chaos, and emphasizes using short-form copy rather than lengthy paragraphs since the model lacks professional typesetting capabilities.

### Is there a quick way to jump to the first pitfalls guide in the documentation?

Yes, you can use the direct anchor link to the **UI & Interface** section: `https://github.com/freestylefly/awesome-gpt-image-2/blob/main/docs/templates.md#tpl-ui`. This anchor points to the first **避坑指南** subsection, after which you can scroll to discover additional pitfalls guides for other categories.