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

Find agent skills by outcome

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

Advise whether ice melt should be used

- **Expert**: Multiple examples

- **Strong**: Solid use

Based on the recent and forecasted precipitation

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

# Modified Date: December 27

- Forecasted snowfall

# 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

First

Then

# - 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

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

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

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

- Use visualizations where applicable (e.g.

When to clear the snow (generic)

**Risks**: What could break

Keep it scannable—bullet points

Detailed Analysis of YouTube Channels, Databases, and Profiles

- Expert: Multiple examples

- Strong: Solid use

How: Key implementation decisions (patterns used

Risks: What could break