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Get Started Free →datadrivenconstruction/equipment-telematics
Integrate and analyze telematics data from heavy construction equipment. Track location, utilization, fuel consumption, maintenance needs, and operator behavior.
Passed 18 of 22 test cases with the skill, and 10 of 22 without it.
and 7 more in the full report
8 fixed10 passed either way4 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 8 test cases the skill fixed. Same model, same prompt, with and without the skill.
When an excavator moves outside its assigned 500-meter circular site geofence boundary, what fault identifier string and severity rating should be recorded in the diagnostic event log?
| Checked | Without skill | With skill |
|---|---|---|
| Uses the fault code string GEOFENCE_EXIT | Missed | Passed |
| Assigns WARNING severity to the geofence violation | Passed | Passed |
The instructions your model reads when the skill loads.
Integrate telematics data from heavy construction equipment (excavators, cranes, loaders, trucks) to monitor utilization, track location, analyze fuel efficiency, predict maintenance needs, and ensure safe operation.
┌─────────────────────────────────────────────────────────────────┐
│ EQUIPMENT TELEMATICS │
├─────────────────────────────────────────────────────────────────┤
│ │
│ EQUIPMENT TELEMATICS ANALYTICS │
│ ───────── ────────── ───────── │
│ │
│ 🚜 Excavator ────┐ 📍 Location 📊 Utilization│
│ 🏗️ Crane ────┼──────→ 🔧 Engine Hours ────────→ ⛽ Fuel │
│ 🚛 Truck ────┤ ⛽ Fuel Level 🔧 Maintenance│
│ 🚧 Loader ────┘ ⚡ Performance 👷 Operator │
│ │
│ METRICS TRACKED: │
│ • GPS location and geofencing │
│ • Engine hours and idle time │
│ • Fuel consumption rate │
│ • Load cycles and productivity │
│ • Fault codes and diagnostics │
│ • Operator behavior and safety │
│ │
└─────────────────────────────────────────────────────────────────┘
from dataclasses import dataclass, field
from typing import List, Dict, Optional, Tuple
from datetime import datetime, timedelta
from enum import Enum
import statistics
test cases passed, vs 10 / 22 without
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