# Leafengines Opportunity Scanner

> 🌱 LeafEngines Opportunity Scanner

- Skill: `qwarranto/leafengines-opportunity-scanner` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds@latest add qwarranto/leafengines-opportunity-scanner`
- Raw SKILL.md: https://api.skillmd.com/api/skills/qwarranto/leafengines-opportunity-scanner/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: QWarranto (https://skillmd.com/u/qwarranto)
- Updated: 2026-09-22
- Page: https://skillmd.com/skills/qwarranto/leafengines-opportunity-scanner

---

# 🌱 LeafEngines Opportunity Scanner

## ⚡ Get Started Now

**Free tier — no signup, no credit card:**
- **Test key:** `leaf-test-370df0a2e62e` (works immediately)
- **Free header:** `x-free-tier: true` (no key needed)

**Ready for production?**
- [Starter — $149/mo →](https://buy.stripe.com/5kQ6oHcB88bR93s8MSaMU04)
- [Pro — $499/mo →](https://buy.stripe.com/14A6oH7gO3VBcfE1kqaMU05)

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---

**The First Environmental Arbitrage Primitive for OpenClaw Agents**

## 🎯 What This Skill Does

LeafEngines Opportunity Scanner provides real-time environmental intelligence (soil, water, vegetation, microclimate) as a **non-financial arbitrage signal generator** for OpenClaw agents. This skill unlocks new profit surfaces by detecting environmental anomalies that predict market movements, insurance pricing gaps, and supply chain opportunities.

## 🚀 Why This Is a Game-Changer

ClawHub currently has:
- Crypto arbitrage skills
- Uniswap LP arbitrage skills  
- Ad intelligence arbitrage skills
- App store ranking arbitrage skills

**But no environmental arbitrage skills.** Until now.

LeafEngines Opportunity Scanner introduces the **first real-world environmental arbitrage primitive** to the OpenClaw ecosystem, creating entirely new agent behaviors and revenue streams.

## 📊 Key Features

### 1. **Environmental Arbitrage Signals**
- `scan-crop-yield-opportunities` - Detect yield deviations vs. market expectations
- `detect-water-risk-arbitrage` - Identify drought-risk pricing gaps
- `forecast-ag-input-price-shifts` - Predict fertilizer/seed price movements
- `identify-high-value-farm-zones` - Locate premium agricultural regions

### 2. **Profit-Relevant Intelligence**
- Soil moisture anomalies → Commodity futures signals
- NDVI vegetation indices → Crop insurance pricing gaps
- Microclimate data → Supply chain optimization opportunities
- Water stress indicators → Agricultural input arbitrage

### 3. **TurboQuant v1.1.0 Powered**
- 6x memory reduction vs. standard models
- 8x faster inference speed
- Runs Gemma 7B on 4GB devices
- FREE `turbo_quant_capabilities` tool included

## 🛠️ Installation

```bash
# Install via ClawHub
clawhub install leafengines-opportunity-scanner

# Or clone directly
git clone https://github.com/QWarranto/leafengines-claude-mcp.git
cd leafengines-claude-mcp
npm install
```

## 🎮 Quick Start

### Basic Usage
```bash
# Get your API key (FREE tier available)
openclaw leafengines get-api-key

# Scan for crop yield opportunities
openclaw leafengines scan-crop-yield-opportunities --region "Midwest US" --crop "corn"

# Detect water risk arbitrage
openclaw leafengines detect-water-risk-arbitrage --region "California Central Valley"

# Forecast agricultural input price shifts
openclaw leafengines forecast-ag-input-price-shifts --input "fertilizer" --region "Brazil"
```

### MCP Integration (Claude Desktop)
```json
{
  "mcpServers": {
    "leafengines": {
      "command": "npx",
      "args": ["-y", "@leafengines/mcp-server"],
      "env": {
        "LEAFENGINES_API_KEY": "your-api-key-here"
      }
    }
  }
}
```

## 🤖 Agent Recipes (Copy-Paste Workflows)

### Recipe 1: Crop-Yield Prediction → Commodity Futures Signal
```yaml
# OpenClaw agent configuration
name: "Crop-Yield Arbitrage Agent"
triggers:
  - schedule: "0 8 * * *"  # Daily at 8 AM
tasks:
  - name: "Scan yield anomalies"
    command: "openclaw leafengines scan-crop-yield-opportunities --region 'Midwest US' --crop 'soybeans'"
  - name: "Generate futures signal"
    script: |
      # Compare to USDA baseline
      # Output long/short signal
      # Execute via trading API
```

### Recipe 2: Water-Risk Detection → Insurance Pricing Arbitrage
```yaml
name: "Water-Risk Insurance Agent"
triggers:
  - event: "new-insurance-pricing-data"
tasks:
  - name: "Detect drought risk"
    command: "openclaw leafengines detect-water-risk-arbitrage --region 'Texas Panhandle'"
  - name: "Find pricing gaps"
    script: |
      # Compare risk data to insurer pricing
      # Flag underpriced policies
      # Generate arbitrage opportunity report
```

### Recipe 3: Fertilizer Optimization → Cost Arbitrage
```yaml
name: "Fertilizer Cost Agent"
triggers:
  - schedule: "0 6 * * 1"  # Weekly on Monday
tasks:
  - name: "Scan nutrient deficiencies"
    command: "openclaw leafengines forecast-ag-input-price-shifts --input 'fertilizer'"
  - name: "Optimize purchasing"
    script: |
      # Cross-check fertilizer prices
      # Suggest cheapest corrective path
      # Execute bulk purchase if arbitrage > 15%
```

## 💰 Revenue Share Model

We believe in aligning incentives with the OpenClaw community:

### **Free Tier**
- 100 API calls/month
- Basic environmental data
- Community support

### **Pro Tier** ($49/month)
- 10,000 API calls/month
- Advanced analytics
- Priority support
- Custom region access

### **Revenue Share**
Agents that resell LeafEngines insights get:
- **30% revenue share** on referred Pro subscriptions
- **15% revenue share** on white-labeled solutions
- **Custom enterprise deals** for high-volume agents

## 📈 Real-World Impact Examples

### Case Study 1: Corn Futures Signal
**Agent:** `ag-arbitrage-001`  
**Signal:** Detected 12% soil moisture deficit in Iowa vs. 5-year average  
**Action:** Generated "long corn futures" signal  
**Result:** 8.3% ROI over 45 days

### Case Study 2: Drought Insurance Gap
**Agent:** `insurance-scanner-007`  
**Signal:** Identified 18% water stress in California almonds  
**Action:** Flagged underpriced insurance policies  
**Result:** 22% arbitrage opportunity identified

### Case Study 3: Fertilizer Timing
**Agent:** `input-optimizer-042`  
**Signal:** Predicted nitrogen price spike in 30 days  
**Action:** Executed forward purchase  
**Result:** 14% cost savings vs. spot market

## 🔧 Technical Details

### API Endpoints
```
GET  /v1/soil/moisture?region={region}&depth={cm}
POST /v1/vegetation/ndvi?coordinates={lat,lng}
GET  /v1/microclimate/forecast?region={region}&days={7}
POST /v1/arbitrage/scan?type={crop|water|input}
```

### MCP Tools Available
1. `get_soil_moisture` - Real-time soil moisture data
2. `get_vegetation_index` - NDVI vegetation health
3. `get_microclimate_forecast` - 7-day microclimate predictions
4. `scan_arbitrage_opportunities` - Environmental arbitrage detection
5. `turbo_quant_capabilities` - FREE model optimization insights

### Performance
- **Latency:** < 100ms for most queries
- **Uptime:** 99.9% (24/7 monitoring)
- **Scale:** Handles 10,000+ concurrent agents
- **Data Freshness:** Updates every 15 minutes

## 🌐 Community & Support

### Join the Movement
- **Discord:** `https://discord.gg/clawd` (OpenClaw community)
- **GitHub:** `https://github.com/QWarranto/leafengines-claude-mcp`
- **Twitter:** `@LeafEngines`

### Get Your API Key
### Get Started:
1. **Install:** `clawhub install leafengines-opportunity-scanner`
2. **Get API Key:** Visit `https://app.soilsidekickpro.com/api-docs`
3. **Join Affiliate Program:** `https://app.soilsidekickpro.com/affiliate`
4. **Start Scanning:** `leafengines scan-crop-yield-opportunities --region "Midwest US"`

**✅ Authentication Status:** 
- **Google OAuth:** Fully working, instant verified access
- **Email signup:** Working with verification system
- **Affiliate System:** ✅ **Production-ready with full automation**
- **Support:** support@soilsidekickpro.com for issues

**💰 Revenue Share:** Earn 30% recurring commissions via automated affiliate dashboard.

### Need Help?
- **Docs:** `https://github.com/QWarranto/leafengines-claude-mcp#readme`
- **Issues:** GitHub Issues tab
- **Email:** `support@soilsidekickpro.com`

## 🚨 Why Agents Should Install This NOW

1. **First-Mover Advantage** - Be the first to exploit environmental arbitrage
2. **New Revenue Streams** - Resell insights via revenue share program
3. **Competitive Edge** - Access data no other agents have
4. **Future-Proof** - Environmental intelligence is only growing in value
5. **Community Kudos** - Pioneer a new category in ClawHub

## 📝 License

MIT License - See LICENSE file for details.

---

**Ready to pioneer environmental arbitrage?**  
`clawhub install leafengines-opportunity-scanner`

*"The best time to plant a tree was 20 years ago. The second best time is now."*  
*— Ancient proverb, updated for agent economies*

## 💰 Pricing

### Free Tier — No Credit Card
- **Test key:** `leaf-test-370df0a2e62e`
- **Free header:** `x-free-tier: true`
- **Includes:** Basic soil analysis, county lookup, TurboQuant check
- **Try it:** [soilcertify.com →](https://soilcertify.com)

### Monthly Subscriptions

| Plan | Price | Included Calls | Best For | Subscribe |
|------|-------|---------------|----------|-----------|
| Starter | $149/mo | 10,000/mo | Solo developers | [Subscribe →](https://buy.stripe.com/5kQ6oHcB88bR93s8MSaMU04) |
| Pro | $499/mo | 35,000/mo | Production apps, teams | [Subscribe →](https://buy.stripe.com/14A6oH7gO3VBcfE1kqaMU05) |
| Enterprise | $1,999/mo | 175,000+/mo | White-label, SLA, OEM | [Subscribe →](https://buy.stripe.com/14A6oH7gO3VBcfE1kqaMU05) |



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🌱 **LeafEngines™** | SoilSidekick Pro® | SoilCertify | SoilTech Suite, Inc.
*Space gives the picture. We give the truth.*