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saas-metrics-dashboard

Compute SaaS metrics and diagnose unit economics from CSV or YAML inputs.

6|1|Updated May 13, 2026
Search Tags:#benchmarking#unit economics#saas metrics#churn analysis#mrR#arr stage
One-click install
npx skills add https://github.com/Xipher-Labs/walter-os --skill saas-metrics-dashboard
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: saas-metrics-dashboard
Source: https://github.com/Xipher-Labs/walter-os/tree/main/skills/saas-metrics-dashboard
Command: npx skills add https://github.com/Xipher-Labs/walter-os --skill saas-metrics-dashboard

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

It eliminates guesswork in SaaS performance by calculating key revenue, retention, and unit-economics metrics from operator-provided numbers and interpreting them against stage norms.

Core Features & Use Cases

  • MRR/ARR + growth & churn calculations: computes MRR, ARR, MRR growth, gross revenue churn, and NRR from monthly inputs.
  • Unit economics & efficiency ratios: derives LTV, CAC, LTV:CAC, Quick Ratio, Magic Number, and Rule of 40 to identify sustainability issues.
  • Benchmark-driven diagnosis: compares each metric to ARR-stage benchmarks and outputs a focused 3–5 bullet diagnosis to guide action (no live data pipelines, no DB writes).

Quick Start

Use the saas-metrics-dashboard skill with your CSV or YAML revenue/cost export to calculate all metrics and receive a benchmarked diagnosis of the highest-leverage issue.

Frequently Asked Questions about saas-metrics-dashboard

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

FAQPage Schema
How do I calculate SaaS unit economics like LTV, CAC, and churn from a CSV export?▼

SaaS unit economics are calculated by processing your CSV or YAML revenue and cost data to derive metrics like LTV, CAC, and NRR, then comparing them against stage norms to produce a prioritized diagnosis.

What is the best way to benchmark MRR and ARR growth against industry standards?▼

Benchmarking MRR and ARR growth involves computing your monthly revenue figures and comparing them against established ARR-stage norms to evaluate retention versus acquisition efficiency.

Can I use YAML files to compute SaaS metrics for a monthly operating review?▼

Yes, you can use YAML files to compute SaaS metrics for a monthly operating review by providing your operator inputs in YAML format to derive MRR, ARR, churn, and growth-efficiency ratios.

Does this approach require live data pipelines or database connections to analyze SaaS churn?▼

No, analyzing SaaS churn does not require live data pipelines or database connections; the computation relies on read-only CSV or YAML operator inputs to produce deterministic metric calculations and diagnostic tables.

How do I interpret Rule of 40 and Magic Number for different ARR stages?▼

Interpreting Rule of 40 and Magic Number involves calculating these growth-efficiency ratios from your inputs and comparing them against ARR-stage benchmarks to identify sustainability issues and guide action.

What SaaS metrics should I track to diagnose retention versus acquisition efficiency?▼

To diagnose retention versus acquisition efficiency, track SaaS metrics including gross revenue churn, Net Revenue Retention, LTV:CAC, and Quick Ratio, which highlight sustainability issues across ARR stages.

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