A professional operations advisor for lawn care businesses to optimize pricing, route density, and crew scaling.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install afrexai-landscaping
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-landscaping 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 Landscaping & Lawn Care Operations Agent?
The Landscaping & Lawn Care Operations Agent is a specialized business intelligence tool designed to streamline professional outdoor service management. By integrating this module into the Openclaw Skills library, developers and business owners gain access to a robust framework for pricing residential and commercial projects, calculating equipment ROI, and maintaining strict regulatory compliance across all 50 states. It serves as a strategic partner to help firms navigate growth stages, from solo operators to multi-million dollar enterprises with dedicated sales teams.
This agent focuses on the technical truth of the 2026 US market, providing benchmarks for profit margins and labor costs. By utilizing Openclaw Skills for operational advice, users can implement data-driven strategies for route optimization and contract structuring, ensuring that driving time does not erode service revenue.
Landscaping & Lawn Care Operations Agent Use Cases
- Estimating spring and fall cleanup projects based on acre-based pricing models.
- Transitioning a solo operation to its first crew by analyzing the $80K–$200K growth stage requirements.
- Tracking customer retention and route density KPIs to ensure operational efficiency.
- Managing pesticide applicator license compliance to avoid EPA mandate violations.
- Evaluating the ROI of purchasing a 60-inch commercial zero-turn mower versus renting.
How Landscaping & Lawn Care Operations Agent Works
- The agent ingests current business metrics including revenue per man-hour and current route stops.
- It cross-references existing service lines against the 2026 profit margin benchmarks provided in the Openclaw Skills database.
- The system generates a growth roadmap based on specific revenue thresholds, signaling when the owner must exit the field to avoid growth stalls.
- It identifies upsell opportunities within the existing customer base, such as moving from mowing to chemical applications or irrigation.
Landscaping & Lawn Care Operations Agent Setup
To begin using the Landscaping & Lawn Care Operations Agent, ensure your environment is configured for Openclaw Skills. Run the following commands to initialize the advisory module:
# Install the operations agent
openclaw install landscaping-ops-agent
# Load the 2026 US market pricing data
openclaw load-data --module landscaping --region US-2026
# Run a business health check
openclaw run landscaping-ops-agent --audit
Landscaping & Lawn Care Operations Agent Data Schema & Taxonomy
| Category | Metrics Managed |
|---|---|
| Pricing | Residential, Commercial, and Per Acre benchmarks for 10+ service types. |
| Financials | Profit margins (35-70%) and Labor cost ratios (30-40%). |
| Growth | 5-stage evolution path from Solo ($0) to Sales Machine ($1M+). |
| Licensing | Compliance tracking for Pesticide, Contractor, and DOT requirements. |
| KPIs | 10 critical performance indicators including AR days and route density. |
Landscaping & Lawn Care Operations Agent Advanced Features
- Integrated equipment ROI calculator to determine if assets pay for themselves within 12 months.
- Seasonal revenue indexing to prepare for low-activity months like January and December.
- Labor cost ratio monitoring to maintain the target 30-40% range for sustainable scaling.
- Counter-seasonal service integration advisor for snow removal and holiday lighting operations.
- Route density optimization logic to hit the target of 8+ stops per route.
SKILL.md
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