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agent-skills/content-ops/content-ops-agent/references/meta-prompt-pattern.md
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Meta-Prompt Pattern for Prompt Entries

When the user asks to organize/copy prompts from external sources, convert them to meta-prompt format before publishing to prompt.ephron.ren.

What is a Meta-Prompt?

A meta-prompt is a template that generates prompts, not a static prompt itself. Users input their specific requirements, and the AI generates a tailored prompt.

Conversion Workflow

  1. Extract the original prompt from external platform (小黑盒, etc.)
  2. Remove personal specifics — names (e.g., "Harry"), specific roles, hardcoded values
  3. Identify customizable dimensions — what varies between users
  4. Restructure into template + input fields
  5. Add "preset + custom" options for visual/style parameters
  6. Publish to prompt.ephron.ren with is_template: true

Template Structure

你是一个专业的[领域]提示词生成器。根据用户提供的[输入类型],生成[输出类型]的完整提示词。

请按以下结构生成:

---
[Template body with {variable} placeholders]
---

用户提供的信息:
- [Core field 1]
- [Core field 2]

视觉风格:
- [Style param 1]预设A / 预设B / 预设C / 自定义____
- [Style param 2]预设A / 预设B / 预设C / 自定义____

"Preset + Custom" Format for Style Parameters

Every visual/style parameter should offer presets plus a custom option:

- 背景色调:纯黑高级感 / 暖白干净风 / 深蓝冷调 / 木纹自然风 / 自定义____
- 整体配色:黑白金经典 / 暖色系食物色 / 冷色系高级灰 / 自定义____
- 灯光氛围:聚光灯突出主体 / 柔光温馨感 / 逆光通透感 / 自定义____
- 文字风格:金色衬线优雅 / 简约黑白现代 / 手写随性 / 自定义____

Benefits:

  • Casual users pick from presets (low friction)
  • Advanced users type custom values (full control)
  • Presets teach users what's possible

Example: 食材海报图

Original prompt (from @芝士大白兔 on 小黑盒):

这是一张展示中式鸡汤炖菜食材和成品的食品成分信息图。
图中采用了高端商业食品摄影风格,高对比度,干净的工作室合成,戏剧性的垂直布局。
背景为纯黑色,表面是深哑光黑色,带有微小的悬浮液滴和柔和的蒸汽。
...

Converted meta-prompt:

  • Removed specific dish (中式鸡汤炖菜)
  • Extracted reusable structure (layout, lighting, effects)
  • Added customizable parameters (background, color palette, lighting style)
  • Added preset options for each parameter

Example: 领英感证件照

Original prompt had hardcoded:

  • Name: [Harry]
  • Title: [产品经理]
  • Department: [产品管理部]
  • Background: 纯白色素色
  • Style: 深蓝色粗体大字号

Converted meta-prompt:

  • Moved all personal info to input fields
  • Made background, font style, layout style customizable
  • Added presets for professional contexts (商务利落 / 学术自然 / 创意时尚)

Publishing Checklist

When publishing meta-prompts to prompt.ephron.ren:

{
  "title": "[Prompt Name]",
  "content": "[Full meta-prompt text]",
  "description": "[What this meta-prompt generates]",
  "category": "图像生成",
  "tags": "[relevant tags, comma-separated]",
  "is_template": true,
  "variables": "[comma-separated variable names]",
  "example_input": "[sample user input]",
  "example_output": "[truncated sample output]",
  "recommended_model": "[target model or 通用]"
}