What core SaaS metrics does this skill calculate?

The skill calculates critical GTM metrics including Magic Number, LTV:CAC ratio, CAC Payback period, Burn Multiple, Rule of 40, and Net Dollar Retention (NDR).

Can this skill identify risks in my sales pipeline?

Yes, the Pipeline Analyzer specifically flags deals that are aging beyond the average sales cycle and warns users if there is a high concentration risk in a single deal.

What input data is required to use these tools?

The tools process JSON files containing structured data for deals, quotas, revenue, and costs. Sample schemas are provided within the skill documentation for easy integration.

Is this skill suitable for non-SaaS businesses?

While the GTM Efficiency Calculator is specifically tailored for SaaS unit economics (ARR, Churn, NDR), the Pipeline and Forecast tools can be adapted for any sales-driven organization.

How does it measure forecasting performance?

It utilizes a Forecast Accuracy Tracker that calculates the Mean Absolute Percentage Error (MAPE) and identifies whether a team has a systematic bias toward over-forecasting or under-forecasting.

Revenue Operations & SaaS Metrics

Name: Revenue Operations & SaaS Metrics
Author: oabdelmaksoud

byoabdelmaksoud

0•

Analytics & Monitoring

Optimizes SaaS revenue performance through automated pipeline analysis, forecast accuracy tracking, and GTM efficiency benchmarking.

This skill provides a comprehensive suite of tools designed for Revenue Operations professionals and SaaS leaders to maximize growth efficiency and predictability. It automates the analysis of sales pipelines to identify coverage gaps and aging risks, tracks forecasting precision using MAPE (Mean Absolute Percentage Error) to reduce bias, and calculates vital GTM metrics such as the Magic Number, LTV:CAC, and Rule of 40. By integrating these tools into regular workflows, teams can transition from manual spreadsheet tracking to data-driven decision-making during weekly reviews and quarterly business planning.

Key Features

01Pipeline health analysis including coverage ratios, conversion rates, and velocity metrics

02Risk assessment flags for deal aging and pipeline concentration

03GTM efficiency calculator for Magic Number, LTV:CAC, CAC Payback, and Burn Multiple

040 GitHub stars

05Forecast accuracy tracking using MAPE and systematic bias detection

06Standardized report generation and templates for QBRs and weekly reviews

Use Cases

01Conducting weekly pipeline inspections to identify deals requiring urgent intervention

02Analyzing sales rep forecasting accuracy to improve predictable revenue outcomes

03Evaluating go-to-market unit economics and capital efficiency for board reporting

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add oabdelmaksoud/superclaw revenue-operations

For use in Claude.ai and ChatGPT

Key Features

01Pipeline health analysis including coverage ratios, conversion rates, and velocity metrics

02Risk assessment flags for deal aging and pipeline concentration

03GTM efficiency calculator for Magic Number, LTV:CAC, CAC Payback, and Burn Multiple

040 GitHub stars

05Forecast accuracy tracking using MAPE and systematic bias detection

06Standardized report generation and templates for QBRs and weekly reviews

Use Cases

01Conducting weekly pipeline inspections to identify deals requiring urgent intervention

02Analyzing sales rep forecasting accuracy to improve predictable revenue outcomes

03Evaluating go-to-market unit economics and capital efficiency for board reporting