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style-business-analyzer

Marketing & growth

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Updated 10-31 14:11

About this skill

Style Business Analyzer

This Skill is the component within the hand-drawn style ecosystem thattransforms artistic visual language into high-value commercial assetsspecialized strategy engine. By deeply analyzing the underlying visual genes of all 365 hand-drawn and realistic styles in the library, it deduces their audience psychology mechanisms, communication penetration, and premium space, providing a publication-grade, directly implementable "Style Business Application Guide" for brand collaborations, physical cultural and creative merchandise, new consumer packaging, self-media account launch, and advertising marketing (archived in business/{number}.md）。

🎯 Core Mission and Trigger Scenarios

This Skill is activated when users raise the following needs:

  • Single-style business insight: "Analyze the commercial application of style FI-001", "What business is this style suitable for?", "Write a business application guide for 018", "How can this art style be commercially monetized?";
  • Find styles for industries/categories: "What art style is recommended for specialty coffee cup sleeves?", "Which styles are suitable for pet cultural and creative merchandise?";
  • Business library audit and batch completion: "Check which styles lack business guides", "Complete the business documents for the FI series".

🏛️ Authoritative Data Sources and Collaboration Mechanism

This Skill deeply collaborates with the 3 underlying meta-databases:

  1. Style metadata：styles_200_reorganized.md and references/styles.json(providing style numbers, original reference authors, English names for image generation, core features, and visual language);
  2. Layout library：references/layouts.json(all 167 social media cards in the library SC-*, infographics IG-*, storyboards SB-*, IP cards IP-*, e-commerce EC-*）；
  3. Classic color library：references/colors.json(all 36 classic theme monochromatic colors in the library C-01 ~ C-36）；
  4. Output archive directory：business/{number}.md(e.g., business/FI-001.md, each style corresponds to a unique Markdown file with the same name).

📐 The Gold-Standard 5-Module Blueprint

Each guide output to business/{number}.md must reach publication-grade depth,the body text must be >= 2200 characters, eliminate empty clichés, and strictly follow the structure below:

# {number}｜商业应用：{风格中文名} ({generation_name})

- **风格编号**：`{number}`
- **英文生图名称**：`{generation_name}`
- **参考作者**：`{reference}`
- **商业定位**：{一句话精辟提炼品牌定位与商业人格，深刻直击受众心智}

---

## 一、 为什么适合这些生意（画风商业优势）

1. **{洞察一标题}**：{深入剖析画风的视觉基因、心理学机制与商业穿透力，3-4句话}
2. **{洞察二标题}**：{深入剖析画风的媒介质感、传播属性与差异化竞争壁垒，3-4句话}
3. **{洞察三标题}**：{深入剖析画风如何降低认知门槛、引发受众共鸣或提供品牌溢价，3-4句话}
4. **{洞察四标题}**：{关于实物工艺、印刷触感、低边际成本或跨场景延展性的专业洞察，3-4句话}

---

## 二、 优先商业应用场景与物料矩阵

| 商业场景 | 核心物料载体 | 为什么有效（如何发挥画风优势） |
| :--- | :--- | :--- |
| **{场景1：精准垂直行业品类}** | {核心物料，如外带杯套、展陈海报、包装盒等} | {针对该场景具体痛点，阐述该画风如何发挥奇效} |
| **{场景2}** | {核心物料} | {为什么有效} |
| **{场景3}** | {核心物料} | {为什么有效} |
| **{场景4}** | {核心物料} | {为什么有效} |
| **{场景5}** | {核心物料} | {为什么有效} |

---

## 三、 可落地的代表性商业项目策划

### 策划案：{具体且引人入胜的品牌联名/战役/产品上市策划案标题}

- **商业目标**：{清晰具体的商业诉求、客群痛点与转化目标}
- **核心视觉概念**：{核心角色定位、主视觉母题或空间意象}
- **产品组合（4–6 款具体单品/体验触点）**：
  1. 《{单品1名称}》—— {具体物理形态、画面情节与文案隐喻}
  2. 《{单品2名称}》—— {具体物理形态、画面情节与文案隐喻}
  3. 《{单品3名称}》—— {具体物理形态、画面情节与文案隐喻}
  4. 《{单品4名称}》—— {具体物理形态、画面情节与文案隐喻}
  5. 《{单品5名称}》—— {具体物理形态、画面情节与文案隐喻}
- **交付物清单**：
  - {列出具体的制作规范、工程打样、宣发长图、周边生产稿等 4-5 项}
- **后续延展复用**：{如何沉淀为品牌常青超级资产或后续季度更新}

---

## 四、 执行要点与适用边界

1. **{视觉约束与线条规范}**：{明确线条、构图、比例、光影等不可妥协的底线}
2. **{客户沟通与避坑指南}**：{如何向客户或甲乙方解释该风格的独特美学价值，避免被误解为粗糙或幼稚}
3. **{特种纸材与工艺搭配}**：{推荐的特种纸张、印刷工艺、物理打样或数码交互规范}
4. **不适用场景**：
   - {明确列出 4-5 个绝不适合该画风的行业品类与商业场景，并说明理由}

---

## 五、 推荐图型与配色搭配

- **推荐搭配图型**：
  - [`SC-XXX`（{图型中文名}）](../LAYOUTS.md#social-cards)
  - [`IG-XXX`（{图型中文名}）](../LAYOUTS.md#infographics)
  - [`SB-XXX`（{图型中文名}）](../LAYOUTS.md#comic-storyboards)
  - [`IP-XXX`（{图型中文名}）](../LAYOUTS.md#ip-characters)
  （必须精选 4-5 个适配本风格的图型编号，严格取自本库 167 种图型）
- **推荐主题色**：
  （必须严格从本库 36 色中挑选 3-4 种最契合的色彩编号与名称）：
  - `C-XX {中文名} ({英文名})`：{针对本画风的具体推荐理由}

⚙️ Quality Contract and Anti-Pollution Iron Rules

  1. Absolutely prohibit example image pollution: Keep the global iron rule firmly in mind: business application guides must focus on the style'suniversal visual languageandcommercial psychology mechanisms. It is strictly forbidden to write specific characters, clothing, flowers, plants, or props from test images or reference images into business reports as established attributes of the art style.
  2. Physical carriers and commercial closed loop: Individual items must specify concrete materials (such as specialty washed kraft paper, 350g tactile paper, light-and-shadow acrylic, heavyweight pure cotton, etc.), and copywriting metaphors must hit the emotions of the target customer group.
  3. Local archive synchronization: After generation is complete, the full content must be written to business/{number}.md, and validation executed: 
    python scripts/generate_style_business.py --style {number}

🛠️ CLI Tools and Auxiliary Scripts

  • Audit the status of business documents across the library： 
    python scripts/generate_style_business.py --audit
  • View the list of styles for which business documents have not yet been generated： 
    python scripts/generate_style_business.py --missing
  • Verify the compliance of business documents for a specific style： 
    python scripts/generate_style_business.py --style FI-001