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Conversion Waterfall

Name: Conversion Waterfall
Author: linuszz

作者 linuszz · GitHub ↗ · v1.0.0 · MIT-0

cross-platform ✓ 安全检测通过

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在 OpenClaw 中安装

/install conversion-waterfall

功能描述

Analyze customer conversion through funnel stages. Use for identifying drop-off points and optimization opportunities.

使用说明 (SKILL.md)

Conversion Waterfall

Metadata

Name: conversion-waterfall
Description: Customer funnel analysis and conversion tracking
Triggers: conversion, funnel, drop-off, customer journey

Instructions

Analyze conversion rates at each stage of the customer journey for $ARGUMENTS.

Framework

The Funnel Structure

┌─────────────────────────────────┐
│         AWARENESS               │  100,000 visitors
│         100%                    │
├─────────────────────────────────┤
│         INTEREST                │   50,000 engaged
│         50%                     │  ← 50% drop-off
├─────────────────────────────────┤
│         CONSIDERATION           │   20,000 qualified
│         20%                     │  ← 60% drop-off
├─────────────────────────────────┤
│         INTENT                  │    8,000 trials
│         8%                      │  ← 60% drop-off
├─────────────────────────────────┤
│         PURCHASE                │    2,000 customers
│         2%                      │  ← 75% drop-off
└─────────────────────────────────┘

Output

## Conversion Waterfall: [Product/Service]

### Funnel Metrics

| Stage | Volume | Conversion Rate | Drop-off | Value |
|-------|--------|-----------------|----------|-------|
| Awareness | 100,000 | 100% | - | - |
| Interest | 50,000 | 50% | 50,000 | $0 |
| Consideration | 20,000 | 40% | 30,000 | $0 |
| Intent | 8,000 | 40% | 12,000 | $0 |
| Purchase | 2,000 | 25% | 6,000 | $200K |

### Key Findings

**Largest Drop-off**: Consideration → Intent (60% loss)
- Root cause: [Analysis]
- Opportunity: [Potential improvement]

**Best Conversion**: Awareness → Interest (50%)
- Driver: [What's working]

### Recommendations

1. **[Priority 1]**: Address [stage] drop-off
2. **[Priority 2]**: Improve [stage] conversion

Tips

Focus on largest drop-offs first
Quantify revenue impact of improvements
Compare to industry benchmarks
Test changes incrementally

安全使用建议

This skill is low-risk and appears to do what it says (generate a conversion waterfall and recommendations). Before using it: (1) be clear about how you will supply data — avoid pasting sensitive PII or credentials into the chat; (2) if the agent asks to connect to analytics tools, only provide credentials via your platform's official connectors (not in free text); (3) test the skill with non-sensitive sample data first to confirm assumptions (stage definitions, time windows, attribution), and (4) review any recommendations before applying them to production. If you need the skill to pull data automatically, expect to configure connectors or provide explicit, limited access — otherwise it will need you to supply the data inputs.

功能分析

Type: OpenClaw Skill Name: conversion-waterfall Version: 1.0.0 The skill bundle is a standard analytical template for performing customer conversion funnel analysis. The SKILL.md file contains only descriptive instructions, a visualization framework, and output formatting guidelines for the AI agent, with no executable code, network activity, or malicious prompt injection attempts.

能力评估

✓ Purpose & Capability

The name/description (conversion/funnel analysis) matches the SKILL.md instructions and output templates. The skill does not request unrelated tools, binaries, or credentials.

ℹ Instruction Scope

Instructions are scoped to analyzing conversion rates and producing a waterfall report. However, the skill is vague about where input data should come from (it uses a generic $ARGUMENTS placeholder). That ambiguity means an agent using this skill may ask the user to upload CSVs or request access to analytics platforms; the SKILL.md itself does not direct the agent to read system files or external services.

✓ Install Mechanism

No install spec or code is provided (instruction-only), so nothing will be written to disk and no external packages are fetched.

✓ Credentials

No environment variables, credentials, or config paths are required. The skill does not request access to unrelated secrets or services.

✓ Persistence & Privilege

The skill is user-invocable, not always-enabled, and does not request persistent or elevated privileges or modify other skills/configurations.

如何使用

确保已安装 OpenClaw（本地或 Docker 部署）
在对话框中输入安装命令：/install conversion-waterfall
安装完成后，直接呼叫该 Skill 的名称或使用 /conversion-waterfall 触发
根据 Skill 的参数说明提供必要输入，即可获得结构化输出

版本历史

v1.0.0

Initial release of the conversion-waterfall skill: - Enables analysis of customer conversion through funnel stages. - Identifies drop-off points and optimization opportunities in the customer journey. - Provides a structured framework and output template for funnel metrics, key findings, and actionable recommendations. - Includes tips for prioritizing improvements and quantifying potential impacts.

元数据

Slug conversion-waterfall

版本 1.0.0

许可证 MIT-0

累计安装 0

当前安装数 0

历史版本数 1

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