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 16, 2026

General

PromptBeginner5 minmarkdown

Risks: What could break

what needs monitoring

Jan 16, 2026

Find agent skills by outcome

If helpful

Advise whether ice melt should be used

Based on the recent and forecasted precipitation

After considering all factors

- **Strong**: Solid use

- **Expert**: Multiple examples

- Rank by **frequency × criticality** (e.g.

USER INPUT (raw bullets

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

- Forecasted snowfall

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

Then

First

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

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

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

# Modified Date: December 27

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

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

When to clear the snow (generic)

# Audience: Homeowners in snowy regions

Keep it scannable—bullet points

Detailed Analysis of YouTube Channels, Databases, and Profiles

**Risks**: What could break

- Strong: Solid use

- Expert: Multiple examples

- Rank by frequency × criticality (e.g.

Risks: What could break