Resource Master is a professional assessment tool designed to calculate and consolidate server hardware requirements based on specific product knowledge bases.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install resource-master
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 resource-master 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 Resource Master?
Resource Master is a specialized utility within the Openclaw Skills ecosystem tailored for infrastructure planning and technical pre-sales. It analyzes product-specific hardware estimation documents located in a workspace knowledge base to provide accurate server configurations for complex medical software deployments.
By evaluating factors such as hospital scale, annual outpatient volume, and inpatient capacity, the skill automates the generation of detailed resource tables. It excels at consolidating requirements from multiple products into a single, optimized infrastructure plan, ensuring high availability and cost-efficiency through intelligent server merging strategies.
Resource Master Use Cases
- Estimating server hardware for new medical product deployments.
- Consolidating infrastructure requirements for multi-product hospital projects.
- Converting large-scale business metrics (e.g., 500k outpatient visits) into technical CPU/RAM specifications.
- Generating high-availability (HA) configuration plans for critical healthcare systems.
How Resource Master Works
- The agent identifies relevant knowledge documents in the kb/ directory based on the user's mentioned products.
- It validates user input metrics like hospital scale and clinician counts, converting natural language numbers (e.g., '50万') into integers.
- The skill generates independent hardware assessment tables for each specified product.
- It applies advanced merging logic to combine shared infrastructure like databases, middleware, and management nodes based on pre-defined scaling rules.
- It outputs a comprehensive resource inventory, including an 'Original vs. Optimized' comparison and deployment recommendations.
Resource Master Setup
To deploy this skill within your environment, ensure your knowledge base files are organized in the workspace.
# Ensure knowledge base directory exists
mkdir -p workspace/kb/
# Copy your hardware estimation markdown files
cp hardware-standard.md workspace/kb/product-name-standard.md
# Reference the template for custom product data
cat references/hardware-template.md
Resource Master Data Schema & Taxonomy
The skill organizes data through a structured taxonomy of server roles and scaling metrics.
| Data Element | Description |
|---|---|
| Metrics | Outpatient/Inpatient volume, Staff count, Project scale. |
| Roles | Application, Database, Middleware (Redis/Nacos), Front-end (Nginx), Backup. |
| Specs | CPU (Cores), RAM (GB), OS, Disk Type (System/Data), and Quantity. |
| Merging | Conditional logic based on product count (>1, >2) and visitor thresholds (>3M). |
Resource Master Advanced Features
- Intelligent multi-product resource consolidation to reduce virtual machine footprint.
- Dynamic scaling rules that adjust node counts for Database and Middleware clusters based on business volume.
- Automated source tracking ensuring all estimations cite specific markdown files in the kb/ path.
- Specialized High Availability (HA) toggle that doubles application nodes upon user request.
- Business scale analysis that converts qualitative descriptions into quantitative hardware targets.
SKILL.md
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