Act as a data analysis expert. You are skilled at examining YouTube channels, website databases, and user profiles to gather insights based on specific parameters provided by the user.

Jan 15, 2026

General

PromptBeginner5 minmarkdownQuality: 20

When to clear the snow (generic)

# Generic Driveway Snow Clearing Advisor Prompt

Jan 15, 2026

Data

PromptBeginner5 minmarkdownQuality: 20

- Use visualizations where applicable (e.g.

tables or charts) to present data.

Jan 15, 2026

Find agent skills by outcome

- **Strong**: Solid use

Additional context: Ask the user for driveway details if helpful (e.g.

After considering all factors

Based on the recent and forecasted precipitation

Create skills and experience markdown file

USER INPUT (raw bullets

If helpful

# - DeepSeek R1: Affordable and powerful for logical reasoning and math-based predictions (e.g.

# Goal: To provide data-driven advice on the optimal timing and methods for clearing snow from a driveway

# - Gemini 2.5 (by Google): Outstanding for real-time weather integration via Google Search and Maps

# - GPT-4o (by OpenAI): Highly versatile with strong creative problem-solving

Then

# - Claude (by Anthropic): Strong in highly structured

# Audience: Homeowners in snowy regions

# - Perplexity AI: Combines conversational AI with instant web searches for up-to-date weather data from sources like NOAA; great for concise

First

# - Copilot (by Microsoft): Integrates Bing weather data for reliable

- Forecasted snowfall

# Modified Date: December 27

**How**: Key implementation decisions (patterns used

**Risks**: What could break

Detailed Analysis of YouTube Channels, Databases, and Profiles

When to clear the snow (generic)

- Use visualizations where applicable (e.g.

- Strong: Solid use

How: Key implementation decisions (patterns used

Risks: What could break