An automated financial analysis tool that transforms raw business data into a comprehensive SaaS metrics dashboard with 2026 industry benchmarks.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install afrexai-saas-metrics
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install afrexai-saas-metrics using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is SaaS Metrics Dashboard?
The SaaS Metrics Dashboard is a specialized analytical engine designed to help founders and operators track the 15 metrics that actually matter for B2B SaaS in 2026. By leveraging Openclaw Skills, this tool moves beyond vanity numbers to provide a deep dive into revenue, growth, unit economics, and capital efficiency. It serves as an automated financial analyst that synthesizes complex data into clear, actionable insights.
This skill is particularly valuable for startups aiming to maintain high performance across different funding stages. By incorporating Openclaw Skills into your workflow, you can ensure your business remains competitive by benchmarking your current performance against 2026 medians for NRR, Rule of 40, and Burn Multiples.
SaaS Metrics Dashboard Use Cases
- Generating professional, board-ready metrics summaries for investor updates.
- Detecting critical red flags in churn and unit economics before they impact growth.
- Auditing capital efficiency and burn rates prior to fundraising rounds.
- Benchmarking startup performance against 2026 industry medians from Pre-Seed to Series C+.
- Optimizing sales and marketing spend by analyzing Magic Number and CAC Payback periods.
How SaaS Metrics Dashboard Works
- The user inputs raw operational data including MRR, churn rates, headcount, and marketing spend.
- The skill calculates derived metrics such as LTV:CAC, Magic Number, and the Rule of 40.
- The agent compares these results against 2026 SaaS medians specific to the company's current stage.
- A red flag detection algorithm scans for critical failures like NRR below 100% or insufficient gross margins.
- The tool generates a formatted dashboard with color-coded health indicators and a prioritized list of top 3 action items.
SaaS Metrics Dashboard Setup
To activate the dashboard within the Openclaw Skills framework, simply provide your current numbers to the agent in a structured list.
# Example prompt to initiate the analysis
Run the SaaS metrics analysis using my monthly data points.
Ensure you have your MRR, monthly churn, new customer count, S&M spend, ARPU, gross margin, headcount, and monthly burn available for the analysis.
SaaS Metrics Dashboard Data Schema & Taxonomy
The dashboard organizes data into four primary frameworks to ensure a holistic view of business health:
| Framework | Key Metrics |
|---|---|
| Revenue | MRR, ARR, Net Revenue Retention (NRR), Gross Revenue Retention (GRR) |
| Growth | MoM Growth, Quick Ratio, Magic Number |
| Unit Economics | CAC, LTV, LTV:CAC Ratio, CAC Payback, Gross Margin |
| Efficiency | Rule of 40, Burn Multiple |
All data is categorized by company stage to apply the correct 2026 benchmarks.
SaaS Metrics Dashboard Advanced Features
- Automated Red Flag Detection: Instantly identifies high-risk metrics like a Quick Ratio below 1.0 or a Burn Multiple over 3.0.
- Stage-Specific Benchmarking: Tailors targets based on whether the company is Pre-Seed, Seed, or Series A-C+.
- Industry Adjustments: Supports specific healthy ranges for Vertical SaaS, Horizontal SaaS, Usage-based, and PLG models.
- Actionable Prioritization: Generates a Top 3 Actions list based on the most urgent metric deficiencies.
- Integration Support: Designed to work alongside other Openclaw Skills for full business operations and financial modeling.
SKILL.md
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