Walk Planner

技能档案

Walk Planner

AI-driven dog walk planner skill. Analyzes hourly weather forecast data and generates personalized walk time recommendations based on user's dog walking habits, preferred schedule, and weather conditions.

First2nd3rd0 星标2026年4月1日

职业
分类: 健康与健身

技能内容

Walk Planner Skill

When to activate

User asks about walk planning, dog walking schedule, or weather-based recommendations
User wants to generate or test walk plan output
User wants to modify the AI planner prompt or weather analysis logic

Architecture

The planner is AI-first, not rule-based:

src/weather.py fetches hourly forecast from Open-Meteo API (no key needed)
src/ai_planner.py sends structured weather data + user config to Claude API
Claude analyzes weather patterns and generates natural language walk recommendations

Why AI over rules

Weather interpretation is nuanced (0.1mm drizzle vs 0.1mm ending-rain are different)
Tone and language adaptation (zh/en/ja) comes free
Edge cases (typhoon warning, sudden temperature drop, pollen season) don't need explicit rules