A comprehensive data-driven analyst skill for optimizing restaurant menu engineering, staffing, and financial performance.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install afrexai-restaurant-ops
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-restaurant-ops 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 Restaurant Operations Intelligence?
Restaurant Operations Intelligence is a specialized analytical framework designed to transform raw restaurant data into actionable operational strategies. As a key component of Openclaw Skills, this tool provides owners and managers with the precise benchmarks needed to evaluate concept-specific food costs, labor targets, and prime cost percentages across diverse categories like fine dining, QSR, and ghost kitchens.
By leveraging this skill, developers and operators can automate the analysis of menu profitability, staffing requirements, and seasonal revenue patterns. It moves beyond generic business advice by offering hard numbers and matrices, such as the Menu Engineering Matrix and Revenue Per Square Foot benchmarks, ensuring every operational decision is backed by industry-standard intelligence.
Restaurant Operations Intelligence Use Cases
- Evaluating menu item performance to categorize dishes into Stars, Plowhorses, Puzzles, or Dogs.
- Benchmarking prime costs and labor targets against specific restaurant concepts like Fast Casual or Pizza.
- Modeling Front of House and Back of House staffing requirements based on seat count and daily revenue.
- Projecting startup costs and working capital requirements for new restaurant build-outs.
- Performing pre-inspection audits using the list of top Health Department violations.
How Restaurant Operations Intelligence Works
- Provide the AI agent with specific restaurant details including concept type, size, location, and current operational stage.
- State the primary challenge or objective, such as reducing food waste or increasing revenue per available seat hour (RevPASH).
- The skill processes the input against its internal databases of industry benchmarks and matrix frameworks.
- It generates a structured report containing specific numerical targets, corrective actions, and KPI tracking recommendations.
Restaurant Operations Intelligence Setup
To integrate this capability into your workflow using the Openclaw Skills ecosystem, follow these steps:
# Install the Openclaw CLI if you haven't already
npm install -g @openclaw/cli
# Add the Restaurant Operations skill to your active agent profile
openclaw install restaurant-ops-intelligence
# Verify the installation and load the reference matrices
openclaw skill-test restaurant-ops-intelligence
Restaurant Operations Intelligence Data Schema & Taxonomy
The skill organizes operational data into specialized tables for quick reference and automated calculations:
| Data Group | Key Metrics Tracked |
|---|---|
| Menu Matrix | Food Cost %, Menu Mix %, and actionable strategy (Promote/Replace). |
| Concept Benchmarks | Target Food, Labor, and Prime costs for 9+ restaurant types. |
| Staffing Models | Hourly counts for FOH and BOH based on peak/off-peak logic. |
| KPI Framework | RevPASH, Table turn time, Average check size, and Break-even points. |
| Market Dynamics | Seasonal indices (100 = avg) and delivery platform commission comparisons. |
Restaurant Operations Intelligence Advanced Features
- Multi-concept financial benchmarking for hospitality groups managing diverse brand portfolios.
- Automated seasonal revenue forecasting to assist in proactive inventory and labor scheduling.
- Delivery platform ROI analysis to determine when to shift toward direct ordering systems.
- Integration support for AfrexAI Context Packs to enable full-scale business automation and revenue calculation.
SKILL.md
Loading
Related Openclaw Skills
Contract & Subscription Renewal Management
A systematic framework designed to manage contract renewals, eliminate involuntary churn, and maximize recurring revenue through data-driven workflows.
Release Notes Generator
Automatically convert git logs, PR titles, and raw change lists into professional, user-ready release notes and formatted changelogs.
Regulatory Compliance Audit
An automated auditing agent that evaluates businesses against US, UK, and EU regulatory frameworks across eight critical compliance domains.
AI Recruiting Engine
A comprehensive AI agent designed to manage the entire hiring lifecycle from initial role intake to final offer acceptance through structured data frameworks.
Revenue Forecasting Engine
An AI-powered financial modeling tool that generates high-fidelity revenue forecasts using pipeline weighting, cohort analysis, and scenario modeling.
RevOps Engine
An AI-driven revenue operations strategist that aligns sales, marketing, and customer success into a unified, data-backed revenue engine.
Featured*
