Skills

Data Storytelling

数据科学家与产品经理在向高管汇报或制作投资者演示时,当面临数据枯燥难懂的痛点,使用此技能可套用“Setup-Conflict-Resolution”叙事框架,自动生成结合可视化...

Install

npx skills add anbeime/skill --skill data-storytelling -g -a claude-code -y
Repository
anbeime/skill9k
Category
Engineering
Updated
3d ago
License
See repository
Context cost
Mediumabout 2,716 tokens
Runs scripts
No, instructions only

What it does

数据科学家与产品经理在向高管汇报或制作投资者演示时,当面临数据枯燥难懂的痛点,使用此技能可套用“Setup-Conflict-Resolution”叙事框架,自动生成结合可视化与业务上下文的洞察报告,让非技术受众秒懂结论并驱动决策。

Data Storytelling

Transform raw data into compelling narratives that drive decisions and inspire action.

When to Use This Skill

  • Presenting analytics to executives
  • Creating quarterly business reviews
  • Building investor presentations
  • Writing data-driven reports
  • Communicating insights to non-technical audiences
  • Making recommendations based on data

Core Concepts

1. Story Structure

Setup → Conflict → Resolution

Setup: Context and baseline
Conflict: The problem or opportunity
Resolution: Insights and recommendations

2. Narrative Arc

1. Hook: Grab attention with surprising insight
2. Context: Establish the baseline
3. Rising Action: Build through data points
4. Climax: The key insight
5. Resolution: Recommendations
6. Call to Action: Next steps

3. Three Pillars

PillarPurposeComponents
DataEvidenceNumbers, trends, comparisons
NarrativeMeaningContext, causation, implications
VisualsClarityCharts, diagrams, highlights

Story Frameworks

Framework 1: The Problem-Solution Story

# Customer Churn Analysis

## The Hook

"We're losing $2.4M annually to preventable churn."

## The Context

- Current churn rate: 8.5% (industry average: 5%)
- Average customer lifetime value: $4,800
- 500 customers churned last quarter

## The Problem

Analysis of churned customers reveals a pattern:

- 73% churned within first 90 days
- Common factor: < 3 support interactions
- Low feature adoption in first month

## The Insight

[Show engagement curve visualization]
Customers who don't engage in the first 14 days
are 4x more likely to churn.

## The Solution

1. Implement 14-day onboarding sequence
2. Proactive outreach at day 7
3. Feature adoption tracking

## Expected Impact

- Reduce early churn by 40%
- Save $960K annually
- Payback period: 3 months
Read the whole SKILL.md on GitHub

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