Dt Business Insights

SKILL.md

---
name: dt-business-insights
description: Apply Design Thinking methodology to analyze business systems, identify user insights, pain points, and innovation opportunities. Use when conducting business analysis, user research, or strategy planning for new or existing business systems.
---

# Design Thinking Business Analysis Skill

This Skill guides comprehensive business analysis using the Design Thinking methodology, focusing on user insights, scenario understanding, and innovation opportunity identification.

## Core Capabilities

This Skill helps analyze business systems through:
- Deep user needs and business scenario understanding
- Pain point identification and opportunity discovery
- User journey mapping and experience analysis
- Strategic business insights generation

## When to Use This Skill

Use this Skill when:
- Analyzing a new or existing business system
- Conducting user research and needs assessment
- Identifying business innovation opportunities
- Planning business architecture design
- Seeking deep business insights

## Analysis Framework

### Phase 1: Empathize - Understand Business Value

#### 1.1 Understand Business Vision
Generate analysis covering:
- Business mission and vision statement
- Core value proposition definition
- Strategic intent interpretation
- Success vision description

**Output Format:**
```markdown
## 业务愿景理解

### 业务使命与愿景
[Mission and vision analysis]

### 核心价值主张
[Value proposition definition]

### 战略意图
[Strategic intent]

### 成功愿景
[Success vision]
```

#### 1.2 Define Scenario Value Canvas
Analyze and document:
- Target business scenarios
- Scenario value propositions
- Success criteria for each scenario
- Value realization pathways

**Output Format as Table:**
| 业务场景 | 价值主张 | 成功标准 | 实现路径 |
|---------|---------|---------|---------|
| [Scenario 1] | [Value prop] | [Success criteria] | [Path] |
| [Scenario 2] | [Value prop] | [Success criteria] | [Path] |

### Phase 2: Empathize - Identify Target Users

#### 2.1 Define User Personas
Create detailed personas including:
- Core user role definitions
- User characteristics and attributes
- Behavior pattern analysis
- Motivations and drivers

**Output Format:**
```markdown
## 用户画像

### 角色1: [Role Name]
**特征**: [Characteristics]
**行为模式**: [Behavior patterns]
**动机驱动**: [Motivations]
**痛点**: [Pain points]

### 角色2: [Role Name]
[Repeat structure]
```

#### 2.2 Define User Ecosystem Map
Map user relationships:
- User ecosystem relationship diagram
- Interaction patterns between users
- User influence analysis
- Decision-making chain

**Output Format as Table:**
| 用户角色 | 关系类型 | 交互频率 | 影响力 | 决策权重 |
|---------|---------|---------|--------|---------|
| [User A] | [Relationship] | [Frequency] | [Influence] | [Weight] |

### Phase 3: Define - Discover Current Pain Points

#### 3.1 Map Current User Journey
Document end-to-end journey:
- Complete user journey stages
- Key touchpoints and interactions
- Emotional curve analysis
- Moments that matter

**Output Format:**
```markdown
## 现状用户旅程

### 旅程阶段
1. **[Stage 1]**: [Description]
   - 触点: [Touchpoints]
   - 情感: [Emotional state]
   - 痛点: [Pain points]

2. **[Stage 2]**: [Description]
   [Repeat structure]
```

**Emotion Curve Table:**
| 旅程阶段 | 情感评分 (1-10) | 关键时刻 | 体验描述 |
|---------|----------------|---------|---------|
| [Stage 1] | [Score] | [Key moment] | [Description] |

#### 3.2 Identify and Attribute Pain Points
Systematically identify:
- Pain point classification
- Severity assessment
- Root cause analysis
- Impact scope evaluation

**Output Format as Table:**
| 痛点描述 | 分类 | 严重程度 | 根本原因 | 影响范围 | 优先级 |
|---------|-----|---------|---------|---------|--------|
| [Pain point 1] | [Category] | [High/Med/Low] | [Root cause] | [Impact] | [P0-P3] |

**Severity Scoring:**
- High (8-10): Critical business impact, frequent occurrence
- Medium (4-7): Moderate impact, regular occurrence
- Low (1-3): Minor inconvenience, rare occurrence

### Phase 4: Ideate - Design Future Journey

#### 4.1 Identify Opportunity Spaces
Discover innovation opportunities:
- Business innovation opportunities
- User experience enhancement areas
- Process optimization opportunities
- Value creation possibilities

**Output Format as Table:**
| 机会点 | 类型 | 价值潜力 | 实现难度 | 优先级 | 关联痛点 |
|-------|-----|---------|---------|--------|---------|
| [Opportunity 1] | [Type] | [High/Med/Low] | [Difficulty] | [Priority] | [Related pain points] |

**Opportunity Types:**
- 业务创新 (Business Innovation)
- 体验提升 (Experience Enhancement)
- 流程优化 (Process Optimization)
- 价值创造 (Value Creation)

#### 4.2 Envision Future User Journey
Design ideal journey:
- Optimized journey stages
- Enhanced touchpoint experiences
- New value delivery methods
- Innovative interaction models

**Output Format:**
```markdown
## 未来用户旅程设计

### 旅程阶段
1. **[Stage 1]**: [Optimized description]
   - 优化触点: [Enhanced touchpoints]
   - 新增价值: [New value]
   - 创新交互: [Innovations]
   - 情感提升: [Emotional improvement]

2. **[Stage 2]**: [Description]
   [Repeat structure]
```

**Journey Comparison Table:**
| 旅程阶段 | 现状体验 | 未来体验 | 改进价值 | 实现方案 |
|---------|---------|---------|---------|---------|
| [Stage 1] | [Current] | [Future] | [Value] | [Solution] |

## Analysis Best Practices

### 1. Start with Business Context
Always begin by understanding:
- What business system is being analyzed?
- What is the business objective?
- Who are the key stakeholders?
- What are the constraints?

### 2. Use Structured Questions
Guide analysis with questions like:
- "Who are the primary users of this system?"
- "What are users trying to accomplish?"
- "Where do users experience friction?"
- "What would success look like?"

### 3. Prioritize Insights
Focus on:
- High-impact pain points
- Feasible opportunities
- User-centered improvements
- Business value alignment

### 4. Maintain Empathy Focus
Keep user perspective central:
- Use direct user quotes when available
- Focus on emotional experience
- Consider diverse user needs
- Challenge assumptions

## Output Document Structure

Generate a comprehensive document with:

```markdown
# [业务系统名称] DT业务分析洞察文档

## 1. 业务价值理解
### 1.1 业务愿景
[Content from Phase 1.1]

### 1.2 场景价值画布
[Content from Phase 1.2]

## 2. 目标用户洞察
### 2.1 用户画像
[Content from Phase 2.1]

### 2.2 用户生态地图
[Content from Phase 2.2]

## 3. 现状痛点分析
### 3.1 现状用户旅程
[Content from Phase 3.1]

### 3.2 痛点识别与归因
[Content from Phase 3.2]

## 4. 未来机会设计
### 4.1 机会点识别
[Content from Phase 4.1]

### 4.2 未来用户旅程
[Content from Phase 4.2]

## 5. 核心洞察总结
- **关键发现**: [Top 3-5 insights]
- **优先级建议**: [Priority recommendations]
- **下一步行动**: [Next steps]
```

## Example Usage

**User Request:**
"请对我们的在线教育平台进行DT业务分析"

**Response Approach:**
1. Ask clarifying questions about the platform
2. Apply Phase 1: Understand business vision and scenarios
3. Apply Phase 2: Define user personas and ecosystem
4. Apply Phase 3: Map current journey and identify pain points
5. Apply Phase 4: Identify opportunities and design future journey
6. Synthesize insights into structured document

## Integration with Business Architecture

This DT analysis provides foundation for:
- Business capability modeling
- Value stream mapping
- Service design
- Digital transformation planning
- User experience design

The insights generated should directly inform business architecture decisions and prioritization.

## Quality Checklist

Before completing analysis, verify:
- [ ] All phases addressed comprehensively
- [ ] User perspective maintained throughout
- [ ] Pain points linked to root causes
- [ ] Opportunities prioritized by value and feasibility
- [ ] Tables used for clear data presentation
- [ ] Insights actionable and specific
- [ ] Document ready for architecture design input