AgentSkillsCN

funnel-analyzer

分析转化漏斗，精准定位用户流失环节。适用场景：剖析结账流程；跟踪注册转化路径；发现阻碍转化的关键因素；优化用户旅程；可视化漏斗各环节的绩效表现。

SKILL.md
--- frontmatter
name: funnel-analyzer
description: "Analyze conversion funnels and identify drop-offs. Use when: analyzing checkout funnel; tracking signup flow; identifying conversion blockers; optimizing user journey; visualizing funnel performance"
license: MIT
metadata:
  author: ClawFu
  version: 1.0.0
  mcp-server: "@clawfu/mcp-skills"

Funnel Analyzer

Analyze conversion funnels to identify drop-off points and optimization opportunities.

What Claude Does vs What You Decide

Claude DoesYou Decide
Structures analysis frameworksMetric definitions
Identifies patterns in dataBusiness interpretation
Creates visualization templatesDashboard design
Suggests optimization areasAction priorities
Calculates statistical measuresDecision thresholds

Dependencies

bash
pip install pandas click

Commands

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

What This Skill Does Well

  • •Structuring data analysis
  • •Identifying patterns and trends
  • •Creating visualization frameworks
  • •Calculating statistical measures

What This Skill Cannot Do

  • •Access your actual data
  • •Replace statistical expertise
  • •Make business decisions
  • •Guarantee prediction accuracy

Skill Metadata

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