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

Data

PromptBeginner5 minmarkdown

- Use visualizations where applicable (e.g.

tables or charts) to present data.

Jan 16, 2026

General

PromptBeginner5 minmarkdown

# Audience: Homeowners in snowy regions

especially those with challenging driveways (e.g.

Jan 16, 2026

General

PromptBeginner5 minmarkdown

- For each option: WHY it exists

HOW it works

Jan 16, 2026

Find agent skills by outcome

Based on the recent and forecasted precipitation

Create skills and experience markdown file

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

- Forecasted snowfall

Then

First

# 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

# 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.

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

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

Keep it scannable—bullet points

- Evaluate the structure and data of website databases

1. Accept parameters such as ${platform:YouTube/Database/Profile}

**Risks**: What could break

**Smells**: Tech debt

When to clear the snow (generic)

- Review user profiles

Detailed Analysis of YouTube Channels, Databases, and Profiles

- Use visualizations where applicable (e.g.

# Audience: Homeowners in snowy regions

- For each option: WHY it exists

Risks: What could break

Smells: Tech debt