A comprehensive financial intelligence tool designed to identify margin compression and optimize business profitability through data-driven modeling.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install afrexai-profit-margin
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-profit-margin 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 Profit Margin Analyzer?
The Profit Margin Analyzer is a specialized tool for AI agents that enables deep financial auditing and strategic pricing optimization. By integrating this capability into your Openclaw Skills library, you can empower your agent to calculate gross, operating, and net margins across various product lines and benchmark them against 2026 industry standards. It is designed to move beyond basic accounting by providing a strategic framework for identifying where a business is losing value and where it has the power to increase prices.
This skill is particularly valuable for businesses facing margin erosion due to scope creep, discount culture, or unoptimized vendor costs. Through Openclaw Skills, the analyzer provides actionable insights into cost structures, identifying the ratio of fixed versus variable costs to help determine operational leverage. It transforms raw financial data into a prioritized roadmap for margin improvement, allowing for more informed decision-making and rapid bottom-line impact.
Profit Margin Analyzer Use Cases
- Analyzing full profit margin breakdowns and comparing them against healthy industry benchmarks.
- Identifying specific points of margin erosion such as hidden delivery costs or underpriced legacy contracts.
- Modeling the impact of a 1% price increase on total net profit to find high-leverage growth opportunities.
- Scoring pricing power to determine if a business should raise prices annually or focus on differentiation.
- Conducting contribution margin audits to identify and eliminate low-performing product lines.
How Profit Margin Analyzer Works
- The agent ingests revenue and cost data to calculate the current contribution margin for each product or service line.
- It compares these figures against a 2026 benchmark table to flag margins as Healthy, Warning, or Critical.
- The skill applies a Margin Erosion Checklist to detect common leaks like scope creep or vendor cost inflation.
- It performs a Pricing Power Assessment based on switching costs, differentiation, and competitive density.
- The agent generates a 90-day optimization roadmap, starting with a 30-day quick-win audit of discounting and SaaS spend.
Profit Margin Analyzer Setup
To deploy the Profit Margin Analyzer within your agent environment, follow these steps:
- Add the Profit Margin Analyzer to your active Openclaw Skills configuration.
- Initialize the analyzer by providing access to your COGS and revenue data files.
# Install the profit margin analyzer via CLI
openclaw install profit-margin-analyzer
# Run a baseline margin health check
openclaw run profit-margin-analyzer --audit-baseline
- Use natural language commands to query specific margin segments or model pricing changes.
Profit Margin Analyzer Data Schema & Taxonomy
The Profit Margin Analyzer organizes financial intelligence using a structured taxonomy of benchmarks and scoring systems:
| Component | Details |
|---|---|
| Industry Benchmarks | Categorized target margins for SaaS, Services, Manufacturing, and more. |
| Pricing Power Score | A 1-5 scale measuring switching costs, differentiation, and value visibility. |
| Cost Structure Ratio | Comparison of fixed vs variable costs based on business type. |
| Erosion Checklist | A 7-point diagnostic for identifying hidden profit leaks. |
| 90-Day Roadmap | A phased data structure for Audit, Price, and Cut optimization cycles. |
Profit Margin Analyzer Advanced Features
- Automated 1% Pricing Rule modeling to calculate profit increase potential.
- Multi-industry benchmarking using 2026 datasets for SaaS, Healthcare, and Professional Services.
- Strategic contribution margin filtering to identify and 'kill' sub-20% margin lines.
- Vendor cost inflation tracking for major cloud providers like AWS, Azure, and GCP.
- Integration with the Openclaw Skills revenue leak calculator for deep financial forensics.
- Quarterly health check automation including CAC payback period and revenue per employee trends.
SKILL.md
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