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

# Audience: Homeowners in snowy regions

especially those with challenging driveways (e.g.

Jan 16, 2026

General

PromptBeginner5 minmarkdown

When to clear the snow (generic)

# Generic Driveway Snow Clearing Advisor Prompt

Jan 16, 2026

Data

PromptBeginner5 minmarkdown

- Use visualizations where applicable (e.g.

tables or charts) to present data.

Jan 16, 2026

Find agent skills by outcome

Create skills and experience markdown file

[1-paragraph bio: years exp

USER INPUT (raw bullets

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

- **Expert**: Multiple examples

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

- **Strong**: Solid use

Based on the recent and forecasted precipitation

Advise whether ice melt should be used

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

First

Then

- Forecasted snowfall

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

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

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

# Modified Date: December 27

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

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

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

Detailed Analysis of YouTube Channels, Databases, and Profiles

# Audience: Homeowners in snowy regions

When to clear the snow (generic)

- Use visualizations where applicable (e.g.

- Rank by frequency × criticality (e.g.

- Expert: Multiple examples

- Strong: Solid use