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

- Evaluate the structure and data of website databases

identifying trends or anomalies.

Jan 16, 2026

General

PromptBeginner5 minmarkdown

# Audience: Homeowners in snowy regions

especially those with challenging driveways (e.g.

Jan 16, 2026

Find agent skills by outcome

[1-paragraph bio: years exp

Based on the recent and forecasted precipitation

Advise whether ice melt should be used

Create skills and experience markdown file

After considering all factors

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

# 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

# - 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

# - 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

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

# Modified Date: December 27

- Review user profiles

**Smells**: Tech debt

**Risks**: What could break

Keep it scannable—bullet points

Detailed Analysis of YouTube Channels, Databases, and Profiles

- Evaluate the structure and data of website databases

# Audience: Homeowners in snowy regions

Smells: Tech debt

Risks: What could break