gpt-image-2-prompt-engine SKILL.md skillA
gpt-image-2-prompt-engine from anbeime/skill is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add anbeime/skill/gpt-image-2-prompt-engine@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- anbeime/skill
- Path
skills/gpt-image-2-prompt-engine/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0.0, committed Aug 26, 2026
- Size
- 9,345 bytes
- Repository stars
- 9,288
- License
- none declared
面向电商设计师、海报美工、品牌视觉、UI设计师、信息图编辑、商业摄影师、内容创作者等需要高质量可控出图的角色，在需要用 GPT-Image-2 生成电商主图、电影海报、信息图、品牌视觉、UI截图、古籍国风、角色IP等场景时，通过「Prompt as Code」原子化Schema+20+工业JSON模板+四步工作流，产出结构化、可复用、可批量的生图提示词，再调用 image_generation 出图。不适用于随意生图或简单风景照。.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# GPT-Image-2 Prompt Engine > 基于 [freestylefly/awesome-gpt-image-2](https://github.com/freestylefly/awesome-gpt-image-2)（⭐18k+，MIT）工业级提示词引擎方法论，沉淀为可执行的生图提示词构造工作流。 ## 任务目标 - 本技能用于：将模糊的出图需求转化为 GPT-Image-2 可稳定执行的结构化提示词 - 能力包含： 1. **原子化 Schema 拆解**：Subject / Composition / Material / Typography / Lighting / Style / Constraints 七大维度 2. **20+ 工业级 JSON 模板**：覆盖 UI截图、信息图、海报、电商主图、品牌视觉、商业摄影、角色IP、古籍国风、叙事插画等场景 3. **四步工作流**：选类别 → 检索案例（抄结构）→ 套模板填变量 → 生成与图生图迭代 4. **5 个稳定性实测技巧**：文字锁定、比例前置、模块限量、平台特征区分、负向约束 - 触发条件： - ✅ 电商主图/详情页、电影/活动海报、信息图/知识图谱、品牌视觉、UI截图、商业摄影、角色/IP设计、叙事插画、古籍国风、3D渲染 - ❌ 随意生图、简单风景照、不需要精确控制的随手画 → 走基础 image_generation ## 核心方法论：Prompt as Code ### 万能结构公式 ``` [主体与任务] + [构图与布局] + [视觉风格与材质] + [文字与标签要求] + [比例与输出格式] + [约束与负向细节] ``` ### 原子化 Schema | 维度 | 字段 | 说明 | 示例 | |------|------|------|------| | Subject | 主体 | 画面核心对象，越具体越好 | "一瓶30ml透明玻璃香水瓶，金色瓶盖" | | Composition | 构图 | 布局、视角、景别 | "居中对称，45度俯拍，浅景深" | | Material | 材质 | 物体表面质感与触感 | "磨砂玻璃，金属反光，水滴凝结" | | Typography | 文字 | 画面中文字内容、字体、位置 | "标题'限时特惠'，粗黑体，左上角" | | Lighting | 光线 | 光源方向、色温、氛围 | "柔和侧逆光，暖色调，丁达尔效应" | | Style | 风格 | 整体视觉调性 | "高端商业摄影，极简白底，8K" | | Constraints | 约束 | 负向提示与硬性限制 | "禁止乱码文字，禁止多余手指，9:16" | ## 四步工作流 …
Read the whole file at its exact version.
How to install
mdr add anbeime/skill/gpt-image-2-prompt-engine@sha256:a576b33865907bafThe line at the top of this page pins the label v1.0.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_7vwag3ifxfcr6l6s)
6 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Aug 26, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (9345 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
anbeime/skill · 9,288 stars · license none declared · pushed 2026-11-07 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_7vwag3ifxfcr6l6s GET https://markdownregistry.com/api/v1/resolve?ref=anbeime/skill/gpt-image-2-prompt-engine GET https://markdownregistry.com/api/v1/blob/a576b33865907baf4b31c6a0b4c6801cf36402d30ddc38658541110b7774f91b
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.