An end-to-end AI agent skill designed to guide food and beverage entrepreneurs through site selection, menu engineering, platform marketing, and financial analysis.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install canyin-operator
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 canyin-operator 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 Food and Beverage Operations Assistant?
The canyin-operator skill is an all-in-one assistant for catering and small restaurant startups, designed to optimize every phase of the business lifecycle from launch to profitability. Ideal for milk tea shops, fast food joints, and local diners, this skill integrates expert methodologies for real estate analysis, menu pricing, delivery platform algorithms, and private customer retention into a seamless agent workflow. By leveraging this tool within your suite of Openclaw Skills, you can turn complex market variables into clear, data-driven decisions.
Food and Beverage Operations Assistant Use Cases
- Evaluating potential restaurant locations using a comprehensive 100-point scoring model.
- Selecting the most profitable food category based on budget, operational difficulty, and payback periods.
- Designing a high-conversion menu structure utilizing the loss-leader, profit-driver, and brand-builder formula.
- Improving delivery platform rankings and conversion rates on services like Meituan and Ele.me.
- Setting up private customer community networks on WeChat using structured daily and weekly SOPs.
- Calculating monthly break-even points, operational cost structures, and profit health margins.
How Food and Beverage Operations Assistant Works
- Triggering the Skill: The agent initiates when keywords like catering startup, milk tea shop, restaurant location, or delivery platform operations are mentioned.
- Assessment & Scoring: For site selection, the agent evaluates property, traffic, and competition, outputting a clear feasibility score.
- Financial Modeling: It calculates target pricing formulas, fixed/variable costs, and break-even points based on your financial inputs.
- SOP Generation: The skill outputs tailored operational templates, from weekly private group engagement schedules to negative review responses.
Food and Beverage Operations Assistant Setup
Prerequisites
Make sure your workspace environment supports Openclaw Skills. Run the installation command to integrate the catering operator skill:
# Install the canyin-operator skill
openclaw skills install canyin-operator
Ensure that the reference documents references/引流话术参考.md (marketing scripts) and references/菜单设计参考.md (menu templates) are present in your workspace directory for the agent to reference correctly.
Food and Beverage Operations Assistant Data Schema & Taxonomy
Operational Templates and References
| File / Directory | Description | Purpose |
|---|---|---|
references/引流话术参考.md |
Customer Attraction Scripts | Contains WeChat onboarding scripts and community SOP templates. |
references/菜单设计参考.md |
Menu Design Templates | Provides SKU structures, pricing formulas, and combo tactics. |
Data Inputs & Outputs Matrix
- Inputs: Property details (rent, electrical capacity, water), budget, food category, delivery platforms metrics, review text.
- Outputs: 100-point location score, menu gold ratio, break-even point analysis, ready-to-use review responses.
Food and Beverage Operations Assistant Advanced Features
- Multi-scenario adaptation for dine-in vs. pure delivery models.
- Step-by-step automated financial calculators that dynamically adjust based on region-specific delivery platform commission rates (typically 18-23%).
- Ready-made response generation for negative feedback management, categorized by specific customer complaints (e.g., taste, delivery delay, service quality).
- Integrated weekly and daily automated schedules for community group management, providing structured scripts to maximize repeat purchases.
SKILL.md
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