A specialized tool for calculating the return on investment and total cost of ownership for AI computing infrastructure and GPU configurations.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install pans-roi-analyzer
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 pans-roi-analyzer 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 Pans ROI Analyzer?
Pans ROI Analyzer is a powerful analytical tool designed to help developers and business stakeholders evaluate the financial viability of AI infrastructure. By comparing current hardware solutions with new proposals, it provides a clear view of performance-to-cost ratios. This tool is part of the broader ecosystem of Openclaw Skills, focusing on transforming technical GPU specifications into actionable business intelligence through detailed financial modeling.
Pans ROI Analyzer Use Cases
- Evaluating the financial impact of migrating from legacy hardware to modern GPU clusters.
- Generating data-driven reports to justify budget allocations for AI computing power.
- Comparing cloud-based GPU instances versus on-premise hardware deployments.
- Identifying the exact payback period for large-scale AI infrastructure investments.
- Optimizing operational costs by analyzing TCO across different vendors.
How Pans ROI Analyzer Works
- The user inputs current GPU configuration details and specific business performance metrics.
- The skill processes hardware specs, power consumption, and maintenance costs against proposed alternatives.
- It calculates key financial indicators including ROI (Return on Investment) and TCO (Total Cost of Ownership).
- The agent generates a comprehensive investment return report with cost-benefit visualizations.
- Actionable optimization suggestions are provided to improve the cost-efficiency of the AI workflow.
Pans ROI Analyzer Setup
To integrate this capability into your environment, ensure your agent has access to the Openclaw Skills library. You can initialize the analyzer using the following command:
# Install the ROI analyzer skill
openclaw install pans-roi-analyzer
Configure your local environment variables for specific electricity rates or currency preferences if necessary.
Pans ROI Analyzer Data Schema & Taxonomy
The skill organizes analysis data into a structured format for easy reporting. Below is the metadata taxonomy used:
| Data Category | Details |
|---|---|
| Hardware Metrics | GPU model, VRAM capacity, TDP (Power), and count |
| Financial Inputs | Purchase price, electricity cost, maintenance fees, and lifecycle duration |
| Performance Metrics | Training throughput, inference latency, and business throughput |
| Output Reports | TCO Breakdown, ROI percentage, Payback timeline, and competitive matrix |
Pans ROI Analyzer Advanced Features
- Multi-scenario modeling to compare up to three different hardware configurations simultaneously.
- Dynamic cost optimization engine that suggests hardware alternatives based on specific Openclaw Skills benchmarks.
- Competitor comparison hooks to pull in latest market pricing for cloud GPU instances.
- Automated generation of executive-ready PDF summaries for stakeholders.
SKILL.md
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