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funnel-analyzer

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🇺🇸

Original

English
🇨🇳

Translation

Chinese

Funnel Analyzer

漏斗分析器

Analyze conversion funnels to identify drop-off points and optimization opportunities.
分析转化漏斗以识别流失点和优化机会。

What Claude Does vs What You Decide

Claude 的工作 vs 你的决策

Claude DoesYou Decide
Structures analysis frameworksMetric definitions
Identifies patterns in dataBusiness interpretation
Creates visualization templatesDashboard design
Suggests optimization areasAction priorities
Calculates statistical measuresDecision thresholds
Claude 的工作你的决策
构建分析框架指标定义
识别数据模式业务解读
创建可视化模板仪表盘设计
提出优化方向建议行动优先级
计算统计指标决策阈值

Dependencies

依赖项

bash
pip install pandas click
bash
pip install pandas click

Commands

命令

bash
python scripts/main.py analyze data.csv --stages "visit,signup,trial,paid"
python scripts/main.py dropoff funnel.csv
python scripts/main.py visualize funnel.csv --output funnel-chart.html
bash
python scripts/main.py analyze data.csv --stages "visit,signup,trial,paid"
python scripts/main.py dropoff funnel.csv
python scripts/main.py visualize funnel.csv --output funnel-chart.html

Skill Boundaries

技能边界

What This Skill Does Well

本技能擅长的工作

  • Structuring data analysis
  • Identifying patterns and trends
  • Creating visualization frameworks
  • Calculating statistical measures
  • 构建数据分析结构
  • 识别模式与趋势
  • 创建可视化框架
  • 计算统计指标

What This Skill Cannot Do

本技能无法完成的工作

  • Access your actual data
  • Replace statistical expertise
  • Make business decisions
  • Guarantee prediction accuracy
  • 访问你的实际数据
  • 替代专业统计知识
  • 做出商业决策
  • 保证预测准确性

Skill Metadata

技能元数据

  • Mode: centaur
yaml
category: analytics
dependencies: [pandas]
difficulty: intermediate
  • Mode: centaur
yaml
category: analytics
dependencies: [pandas]
difficulty: intermediate