Industry Mastery: 行业速成大师

Transform from outsider to insider in hours, not months.

This skill creates immersive, research-backed learning experiences that make users feel like industry veterans. It combines proven learning methodologies with real-time web research to deliver knowledge that sticks.

Core Philosophy

The Three Pillars

┌─────────────────────────────────────────────────────────────────┐
│                    INDUSTRY MASTERY                             │
├─────────────────────────────────────────────────────────────────┤
│                                                                 │
│   🧠 FEYNMAN TECHNIQUE        ⚛️ FIRST PRINCIPLES               │
│   "If you can't explain       "Boil everything down             │
│    it simply, you don't        to fundamental truths,           │
│    understand it well enough"   then reason up from there"      │
│                                                                 │
│                    📊 80/20 PARETO                              │
│                    "20% of knowledge delivers                   │
│                     80% of practical value"                     │
│                                                                 │
└─────────────────────────────────────────────────────────────────┘

⚠️ CRITICAL: Execution Flow (MUST FOLLOW)

Overview

┌─────────────────────────────────────────────────────────────────┐
│                    EXECUTION FLOW                               │
├─────────────────────────────────────────────────────────────────┤
│                                                                 │
│  Phase 1: User Profiling ──────────────────────────────────     │
│           Ask 3 questions about goal, background, time          │
│                          ↓                                      │
│  Phase 2: Deep Research ───────────────────────────────────     │
│           WebSearch + WebFetch for content                      │
│                          ↓                                      │
│  Phase 3: Media Acquisition (MANDATORY) ───────────────────     │
│           Download images + videos + generate AI images         │
│                          ↓                                      │
│  Phase 4: Ask Save Path ───────────────────────────────────     │
│           Use AskUserQuestion to get save location              │
│                          ↓                                      │
│  Phase 5: Generate & Save ─────────────────────────────────     │
│           Create markdown file with embedded media              │
│                          ↓                                      │
│  Phase 6: Interactive Follow-up ───────────────────────────     │
│           Offer deep dives, practice scenarios                  │
│                                                                 │
└─────────────────────────────────────────────────────────────────┘

Phase 1: User Profiling (MANDATORY FIRST STEP)

Before ANY research begins, gather user context through conversational questions:

┌─────────────────────────────────────────────────────────────────┐
│  🎯 USER PROFILING QUESTIONS                                    │
├─────────────────────────────────────────────────────────────────┤
│                                                                 │
│  1. 「你的目标」What do you want to achieve?                    │
│     □ 社交谈资 (Casual conversation)                            │
│     □ 职业转型 (Career transition)                              │
│     □ 投资决策 (Investment decisions)                           │
│     □ 合作洽谈 (Business collaboration)                         │
│     □ 纯粹好奇 (Pure curiosity)                                 │
│                                                                 │
│  2. 「当前背景」What's your current profession/background?      │
│     (This helps tailor analogies and explanations)              │
│                                                                 │
│  3. 「时间预算」How much time can you invest?                   │
│     □ 30分钟速览 (Quick overview)                               │
│     □ 2小时深入 (Deep dive)                                     │
│     □ 持续学习 (Ongoing learning)                               │
│                                                                 │
└─────────────────────────────────────────────────────────────────┘

Present these questions conversationally, not as a form. Adapt based on context clues in the user's initial request.

Phase 2: Deep Research

Execute comprehensive web research covering:

1. Industry Fundamentals

   • Core business models and value chains
   • Key players (companies, organizations)
   • Market size and growth trends

2. Key Figures & Events

   • Influential people (founders, thought leaders, critics)
   • Historical milestones and turning points
   • Recent news and developments

3. Professional Vocabulary

   • Industry jargon and acronyms
   • Insider phrases and expressions
   • Common misconceptions to avoid

4. Real Cases & Stories

   • Success stories with specific details
   • Notable failures and lessons learned
   • Current controversies or debates

Research Tools:

• Use WebSearch for current information, news, trends
• Use WebFetch for detailed article content

Phase 3: Media Acquisition (MANDATORY - DO NOT SKIP)

⚠️ THIS PHASE IS REQUIRED FOR EVERY EXECUTION

媒体素材是让学习笔记生动有力的关键。必须执行媒体获取流程，但数量和类型根据内容需要灵活调整。

3.1 媒体获取原则

核心原则：根据内容类型选择最合适的获取方式

┌─────────────────────────────────────────────────────────────────┐
│                    媒体获取决策树                                │
├─────────────────────────────────────────────────────────────────┤
│                                                                 │
│  需要什么类型的图片？                                            │
│       │                                                         │
│       ├─→ 事实性图片 ──→ 优先网络下载真实图片                    │
│       │   • 人物照片（创始人、专家、名人）                       │
│       │   • 产品图片、公司 Logo                                  │
│       │   • 剧照、海报、新闻配图                                 │
│       │   • 历史事件照片                                         │
│       │   • 实物图片（咖啡豆、芯片、汽车等）                     │
│       │                                                         │
│       └─→ 概念性图片 ──→ 使用 AI 生成                           │
│           • 价值链/生态系统图                                    │
│           • 流程图、关系图                                       │
│           • 抽象概念的视觉化                                     │
│           • 数据可视化、信息图                                   │
│           • 氛围图、风格示意图                                   │
│                                                                 │
└─────────────────────────────────────────────────────────────────┘

3.2 媒体数量指南（灵活调整）

不设硬性数量限制，根据内容丰富度和主题特点决定：

3.3 图片获取策略

策略 A：事实性图片 → 优先网络下载

适用场景：

• 人物照片（创始人、CEO、专家、艺术家、导演、演员等）
• 产品图片、公司 Logo、品牌视觉
• 电影剧照、海报、专辑封面
• 新闻事件配图、历史照片
• 实物图片（食物、设备、建筑等）

获取方式：

# 方式 1: 使用 media-downloader（需要 API Key）
python ~/.claude/skills/media-downloader/media_cli.py image "关键词" -n 数量 -o 输出目录

# 方式 2: 通过 WebSearch 找到图片 URL，然后下载
# 搜索关键词示例：
# "[人名] portrait photo"
# "[公司名] logo high resolution"
# "[电影名] movie poster"
# "[产品名] product image"

搜索关键词模板：

人物照片:   "[姓名] portrait" / "[姓名] headshot" / "[姓名] photo"
公司Logo:   "[公司名] logo png" / "[公司名] brand"
电影海报:   "[电影名] movie poster" / "[电影名] official poster"
剧照:       "[电影名] still" / "[电影名] scene" / "[电影名] screenshot"
产品图:     "[产品名] product photo" / "[产品名] official image"

策略 B：概念性图片 → 使用 AI 生成

适用场景：

• 行业价值链、生态系统图
• 业务流程图、工作流程
• 抽象概念的视觉化表达
• 关系图、层级图
• 氛围图、风格示意图
• 找不到合适真实图片时的备选

使用 zimage-skill 生成：

MODELSCOPE_API_KEY="your-key" python3 ~/.claude/skills/zimage-skill/generate.py "prompt" "output.jpg"

Prompt 模板：

# 流程图/价值链
"[主题] value chain diagram, minimalist infographic style, [color] color scheme,
professional business design, clean flat design, white background"

# 概念图
"[概念] concept visualization, modern illustration style, simple and clear,
professional corporate design"

# 氛围图
"[主题] aesthetic, cinematic atmosphere, [风格描述], professional photography style"

# 生态系统图
"[行业] ecosystem diagram, showing key players and relationships,
minimalist business infographic, clean design"

策略 C：备选方案

当以上方式都失败时：

• 提供外部链接：[查看图片](url)
• 使用文字描述代替
• 使用 Mermaid 图表（适用于流程图）

3.4 视频获取策略

使用 media-downloader 下载 YouTube 视频：

python ~/.claude/skills/media-downloader/media_cli.py youtube "URL" -o "输出目录" --end 120

视频类型与搜索关键词：

视频要求：

• 时长：根据内容价值灵活裁剪（建议 60-180 秒）
• 内容：与主题直接相关
• 质量：至少 720p

3.5 媒体文件命名规范

人物照片:   person-[姓名拼音或英文].jpg
概念图:     diagram-[描述].jpg
剧照/海报:  poster-[作品名].jpg / still-[作品名].jpg
案例图:     case-[案例名].jpg
产品图:     product-[产品名].jpg
视频:       video-[主题].mp4

3.6 媒体嵌入格式 (Obsidian)

图片: ![[media/filename.jpg]]
视频: ![[media/filename.mp4]]
带说明: ![[media/filename.jpg|这是图片说明]]

3.7 媒体获取检查清单

在完成媒体获取后，确认：

• 所有提到的关键人物都有对应图片（真实照片优先）
• 核心概念有视觉化表达（AI 生成或真实图片）
• 至少有 1 个相关视频片段
• 图片和视频数量与内容丰富度匹配
• 所有媒体文件已下载到本地 media 文件夹
• 文件命名清晰规范

Phase 4: Ask Save Path (MANDATORY)

⚠️ 在生成内容之前，必须询问用户保存路径

使用 AskUserQuestion 工具询问用户：

问题: "请告诉我你想把学习笔记保存到哪里？"

选项:
1. 当前目录 (Current directory)
2. 桌面 (Desktop)
3. 自定义路径 (Custom path)

如果用户选择自定义路径:

• 等待用户输入完整路径
• 验证路径是否存在，不存在则创建

默认文件结构:

[用户指定路径]/
├── [主题]速成指南.md          # 主文档
└── media/                      # 媒体文件夹
    ├── diagram-*.jpg
    ├── person-*.jpg
    ├── case-*.jpg
    └── video-*.mp4

Phase 5: Content Generation & Save

5.1 Output Structure Template

# [Industry/Field Name] 行业速成指南

> 🎯 **你的学习目标**: [Personalized based on user profile]
> ⏱️ **预计阅读时间**: X 分钟
> 📅 **生成日期**: YYYY-MM-DD

---

## 一句话看懂这个行业

[Feynman-style explanation in ONE sentence that a 12-year-old could understand]

---

## 第一性原理：行业的本质

[Break down to fundamental truths. What problem does this industry solve? Why does it exist?]

![[media/diagram-value-chain.jpg]]
*行业价值链图解*

### 核心价值链
[Visual diagram or clear explanation of how value flows]

### 关键驱动因素
[What makes this industry tick? 3-5 key factors]

---

## 行话速成：像内行人一样说话

| 术语 | 含义 | 使用场景 |
|------|------|----------|
| Term 1 | Meaning | When to use |
| Term 2 | Meaning | When to use |
| ... | ... | ... |

### 常用表达
- "[Insider phrase 1]" — 意思是...
- "[Insider phrase 2]" — 用于...

### 新手常犯的错误
- ❌ 不要说"..." → ✅ 应该说"..."

---

## 必知人物

### [Name 1] — [Title/Role]
> "[Famous quote]"

[Brief bio and why they matter]

### [Name 2] — [Title/Role]
...

---

## 经典案例

### 案例一：[Success/Failure Story Title]

**背景**: ...
**过程**: ...
**结果**: ...
**启示**: [Key takeaway in user's professional context]

![[media/case-example.jpg]]

---

## 精选视频片段

### [Video Title]
![[media/video-explanation.mp4]]
> 📌 **关键点**: [1-2 sentence summary of why this matters]

---

## 闪念卡片 (Flashcards)

<details>
<summary>🔮 点击展开卡片 1</summary>

**Q: [Question]**

---

**A: [Answer]**

</details>

[Generate 5-10 flashcards covering key concepts]

---

## 自测问答

### 问题 1
[Scenario-based question]

<details>
<summary>💡 查看答案</summary>

[Answer with explanation]

</details>

[Generate 3-5 quiz questions]

---

## 行动清单

基于你的目标「[user goal]」，建议的下一步：

- [ ] [Actionable item 1]
- [ ] [Actionable item 2]
- [ ] [Actionable item 3]

---

## 延伸阅读

- [Resource 1](url) — 推荐理由
- [Resource 2](url) — 推荐理由

---

> 💡 **学习小贴士**: [Personalized tip based on user's background]

5.2 Save Files

1. 创建 media 文件夹
2. 将所有媒体文件保存到 media 文件夹
3. 保存主 markdown 文件

Phase 6: Interactive Elements

After delivering the main note, offer interactive follow-ups:

1. Deep Dive Options

   • "想深入了解 [specific topic] 吗？"
   • "需要更多 [cases/videos/terminology] 吗？"

2. Practice Scenarios

   • "假设你在 [场景]，对方问你 [问题]，你会怎么回答？"
   • Provide feedback on user's responses

3. Knowledge Checks

   • Generate additional flashcards on demand
   • Create scenario-based quizzes

4. Connection Building

   • "这和你的 [user's profession] 有什么关联？"
   • Help user find bridges between new knowledge and existing expertise

Content Guidelines

Writing Style

• Conversational yet professional — Like a knowledgeable friend explaining things
• Rich in analogies — Connect new concepts to familiar ones (based on user's background)
• Concrete over abstract — Always include specific examples, numbers, names
• Visual thinking — Use diagrams, tables, and formatting liberally

Personalization Markers

Throughout the note, include personalized elements:

• 「结合你的[background]来理解」 — Bridge to user's expertise
• 「对于[goal]来说，关键是...」 — Goal-oriented framing
• 「这就像你熟悉的[analogy from user's field]」 — Familiar analogies

Quality Checklist

Before delivering the note, verify:

• User profile questions were asked and answers incorporated
• At least 5 web searches performed for current information
• Minimum 3 real cases with specific details
• 10+ industry terms explained
• 2+ key figures profiled
• 5+ flashcards generated
• 3+ quiz questions created
• 媒体获取完成：
  • 事实性图片（人物、剧照等）优先从网络下载真实图片
  • 概念性图片（流程图、价值链）使用 AI 生成
  • 图片数量与内容丰富度匹配（不设硬性限制）
  • 至少 1 个相关视频片段
• User was asked for save path before saving
• Markdown file saved with embedded media
• Personalization markers present throughout
• Actionable next steps provided

Tool Integration

Required Tools

zimage-skill (AI 图片生成)

功能: 使用 AI 生成概念图、流程图等

使用方式:

MODELSCOPE_API_KEY="your-key" python3 ~/.claude/skills/zimage-skill/generate.py "prompt" "output.jpg"

Prompt 最佳实践:

"[主题] diagram/infographic, minimalist style, [color] color scheme,
professional design, clean flat design, white background"

media-downloader (媒体下载器)

功能: 下载 YouTube 视频并裁剪

使用方式:

# 下载并裁剪视频
python ~/.claude/skills/media-downloader/media_cli.py youtube "URL" -o "目录" --end 120

# 检查配置状态
python ~/.claude/skills/media-downloader/media_cli.py status

Example Triggers

• "帮我快速了解私募股权行业"
• "I need to understand the semiconductor industry by next week"
• "想成为咖啡行业的内行人"
• "Help me master the basics of venture capital"
• "下周要和动漫行业的人聊天，帮我速成"
• "/chuinb blockchain"
• "/master contemporary art"

Troubleshooting

zimage-skill 报错 "API Key required"

需要设置环境变量：

export MODELSCOPE_API_KEY="your-api-key"

获取 API Key: https://modelscope.cn/my/myaccesstoken

media-downloader 图片下载失败

需要配置图库 API Key：

export PEXELS_API_KEY="your-key"
export PIXABAY_API_KEY="your-key"

备选方案: 使用 zimage-skill 生成图片代替下载

YouTube 视频下载失败

确保已安装 yt-dlp：

pip install yt-dlp