campaign-doctor

Analyze outreach campaign funnel metrics and health scores to identify engagement root causes.

Updated Apr 20, 2026
One-click install
npx skills add https://github.com/vruum-gtm/skills --skill campaign-doctor
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: campaign-doctor
Source: https://github.com/vruum-gtm/skills/tree/main/plugins/vruum/skills/campaign-doctor
Command: npx skills add https://github.com/vruum-gtm/skills --skill campaign-doctor

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill identifies underperforming outreach campaigns by analyzing performance metrics and root causes, preventing wasted effort and missed revenue opportunities.

Core Features & Use Cases

  • Automated Diagnostics: Calculates health scores and identifies bottlenecks in targeting, messaging, channel mix, and saturation.
  • Performance Benchmarking: Compares current funnel metrics against prior periods to provide actionable WoW insights.
  • Use Case: If your outreach reply rate drops, use this Skill to determine if the issue is poor targeting or ineffective messaging, then receive specific recommendations to fix it.

Quick Start

Ask the campaign doctor to diagnose all active campaigns and suggest fixes for those with low reply rates.

Frequently Asked Questions about campaign-doctor

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I diagnose why my outreach campaign reply rate dropped?

Diagnose outreach campaign reply rate drops by evaluating funnel metrics and calculating health scores to identify root causes. The analysis isolates whether low engagement stems from poor targeting, ineffective messaging, or channel saturation bottlenecks, then provides specific recommendations to fix them.

What are the most common causes of low outreach campaign engagement?

Low outreach campaign engagement is typically caused by targeting inaccuracies, ineffective messaging, suboptimal channel mix, and audience saturation. Identifying these specific bottlenecks requires analyzing historical performance metrics and comparing current funnel data against prior periods to pinpoint the exact failure point.

How do I optimize outreach targeting and messaging using historical data?

Optimize outreach targeting and messaging by running comparative analysis on historical campaign data. The diagnostic workflow evaluates past funnel metrics and health scores to generate actionable recommendations, adjusting channel strategies and messaging based on proven engagement patterns.

Can I benchmark current outreach funnel metrics against prior periods?

You can benchmark current outreach funnel metrics against prior periods to generate actionable week-over-week insights. Performance benchmarking compares historical data to detect variations in engagement, helping sales teams quickly identify deviations from established baseline performance.

Do I need specific campaign management tools to analyze outreach performance?

Analyzing outreach performance requires access to campaign management and performance metric tools. These integrations are necessary to extract historical funnel data and execute the comparative analysis required to calculate campaign health scores and generate optimization recommendations.

When should I run diagnostics on active sales outreach campaigns?

Run diagnostics on active sales outreach campaigns when you observe declining reply rates or wasted effort. Analyzing health scores during these periods identifies whether targeting or messaging bottlenecks are causing missed revenue opportunities, preventing further campaign degradation.