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

Data

PromptBeginner5 minmarkdownQuality: 20

- Use visualizations where applicable (e.g.

tables or charts) to present data.

Jan 15, 2026

Find agent skills by outcome

- **Expert**: Multiple examples

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

First

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

# Audience: Homeowners in snowy regions

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

# 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

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

Then

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

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

- Forecasted snowfall

# Modified Date: December 27

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

**Risks**: What could break

**Smells**: Tech debt

Keep it scannable—bullet points

When to clear the snow (generic)

- Evaluate the structure and data of website databases

- Review user profiles

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

Detailed Analysis of YouTube Channels, Databases, and Profiles

- Use visualizations where applicable (e.g.

- Expert: Multiple examples

How: Key implementation decisions (patterns used

Risks: What could break

Smells: Tech debt