A comprehensive retail operations framework for managing physical stores, inventory, and staff rhythm using local-first AI workflows.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install store
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 store 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 Store?
This skill provides a structured operational framework for physical retail environments, ranging from boutiques and convenience stores to showrooms and kiosks. It moves beyond generic business advice by implementing specific daily rhythms, inventory controls, and staffing logic directly into your local environment. By leveraging Openclaw Skills, users can maintain a clear digital twin of their store’s operational health, ensuring that floor execution matches strategic goals without relying on third-party cloud trackers.
The primary purpose is to instill discipline in retail management through standardized workflows. It focuses on high-impact areas like opening/closing routines, shrink prevention, and data-driven scheduling. By keeping all store data local in the ~/store/ directory, it ensures privacy while providing the AI agent with the context needed to suggest actionable improvements based on real store-level metrics such as conversion, average ticket, and gross margin.
Store Use Cases
- Executing consistent opening and closing routines to prevent shift-to-shift drift.
- Managing high-value inventory through cycle counts and replenishment priorities.
- Optimizing staff schedules based on real traffic peaks and task loads rather than fixed habits.
- Analyzing weekly KPI snapshots to drive margin and conversion improvements.
- Tracking loss signals and incident logs to improve safety and operational security.
How Store Works
- Initialize the local storage environment in the ~/store/ directory using the setup workflow.
- Define the store profile, operational standards, and active priorities within the memory.md file.
- Implement standardized routines for opening, peak-hour management, and closing to ensure consistency.
- Track inventory movements and stock adjustments to maintain records that the team can trust.
- Log staffing habits and coaching notes to optimize labor productivity and service quality.
- Perform weekly reviews by aggregating sales, traffic, and margin data into metrics.md to plan the next week's focus.
Store Setup
To get started with this retail management workflow, follow these steps:
# Create the local directory for store data
mkdir -p ~/store/
# Install the skill using the Openclaw Skills hub
clawhub install store
# Initialize your store profile and routines
# Use the setup.md playbook to configure your specific retail format
Store Data Schema & Taxonomy
The skill organizes all store-level data within the ~/store/ directory using a clear Markdown-based taxonomy:
| File | Purpose | Metadata Captured |
|---|---|---|
memory.md |
Store Status | Active priorities and store profile. |
routines.md |
Operations | Opening, peak-hour, and closing standards. |
inventory.md |
Stock Control | Replenishment notes and adjustment logs. |
staff.md |
Human Resources | Role definitions and coaching notes. |
kpis.md |
Performance | Sales, traffic, conversion, and margin data. |
promotions.md |
Marketing | Offer goals, timing, and execution notes. |
incidents.md |
Risk Mgmt | Loss signals, safety events, and equipment issues. |
Store Advanced Features
- Local-first data architecture within the Openclaw Skills framework ensuring total privacy of sensitive financial and staffing metrics.
- Modular playbook loading that targets specific problems (e.g., floor-ops.md or cash-and-loss.md) to keep agent advice fast and contextually relevant.
- Metric-driven decision engine that prevents management by random requests or fixed habits.
- Integration support for related Openclaw Skills such as accounting for financial logic and payments for checkout reliability.
- Built-in protection against common retail traps like overstocking, shrink blindness, and understaffing during peak hours.
SKILL.md
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