weather-impact-analysis

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---
name: "weather-impact-analysis"
description: "Analyze weather data impact on construction schedules. Predict weather delays, optimize work scheduling based on forecasts, and calculate weather-related risk factors for project planning."
homepage: "https://datadrivenconstruction.io"
metadata: {"openclaw": {"emoji": "🚀", "os": ["darwin", "linux", "win32"], "homepage": "https://datadrivenconstruction.io", "requires": {"bins": ["python3"]}}}
---
# Weather Impact Analysis

## Overview

This skill implements weather data analysis for construction project management. Integrate weather forecasts, historical data, and activity sensitivity to predict delays and optimize scheduling.

**Capabilities:**
- Weather forecast integration
- Activity weather sensitivity mapping
- Delay prediction and quantification
- Schedule optimization based on weather
- Historical weather impact analysis
- Risk factor calculation

## Quick Start

```python
from dataclasses import dataclass
from datetime import date, datetime, timedelta
from typing import List, Dict, Optional
from enum import Enum
import requests

class WeatherCondition(Enum):
    CLEAR = "clear"
    CLOUDY = "cloudy"
    RAIN = "rain"
    HEAVY_RAIN = "heavy_rain"
    SNOW = "snow"
    FROST = "frost"
    HIGH_WIND = "high_wind"
    EXTREME_HEAT = "extreme_heat"
    EXTREME_COLD = "extreme_cold"

@dataclass
class WeatherDay:
    date: date
    condition: WeatherCondition
    temp_high: float
    temp_low: float
    precipitation_mm: float
    wind_speed_kmh: float
    humidity_pct: float

@dataclass
class ActivitySensitivity:
    activity_type: str
    min_temp: float
    max_temp: float
    max_wind: float
    max_precipitation: float
    can_work_in_rain: bool

def check_work_day(weather: WeatherDay, activity: ActivitySensitivity) -> Dict:
    """Check if work is possible for given weather and activity"""
    can_work = True
    reasons = []

    if weather.temp_low < activity.min_temp:
        can_work = False
        reasons.append(f"Temperature too low: {weather.temp_low}°C < {activity.min_temp}°C")

    if weather.temp_high > activity.max_temp:
        can_work = False
        reasons.append(f"Temperature too high: {weather.temp_high}°C > {activity.max_temp}°C")

    if weather.wind_speed_kmh > activity.max_wind:
        can_work = False
        reasons.append(f"Wind too strong: {weather.wind_speed_kmh} km/h > {activity.max_wind} km/h")

    if weather.precipitation_mm > activity.max_precipitation and not activity.can_work_in_rain:
        can_work = False
        reasons.append(f"Precipitation: {weather.precipitation_mm}mm")

    return {
        'date': weather.date,
        'can_work': can_work,
        'reasons': reasons,
        'productivity_factor': 1.0 if can_work else 0.0
    }

# Example
concrete_work = ActivitySensitivity(
    activity_type="concrete_placement",
    min_temp=5,
    max_temp=35,
    max_wind=40,
    max_precipitation=2,
    can_work_in_rain=False
)

today_weather = WeatherDay(
    date=date.today(),
    condition=WeatherCondition.RAIN,
    temp_high=15,
    temp_low=8,
    precipitation_mm=10,
    wind_speed_kmh=20,
    humidity_pct=80
)

result = check_work_day(today_weather, concrete_work)
print(f"Can work: {result['can_work']}, Reasons: {result['reasons']}")
```

## Comprehensive Weather Analysis System

### Weather Data Integration

```python
from dataclasses import dataclass, field
from datetime import date, datetime, timedelta
from typing import List, Dict, Optional, Tuple
from enum import Enum
import requests
import json

class WeatherSeverity(Enum):
    NORMAL = 1
    CAUTION = 2
    WARNING = 3
    SEVERE = 4
    EXTREME = 5

@dataclass
class HourlyWeather:
    datetime: datetime
    temperature: float
    feels_like: float
    humidity: float
    wind_speed: float
    wind_direction: float
    precipitation: float
    precipitation_probability: float
    condition: WeatherCondition
    visibility: float
    uv_index: float

@dataclass
class Dail