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

If helpful

- **Strong**: Solid use

- **Expert**: Multiple examples

- Include **emerging tools/standards** (e.g.

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

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

Then

First

# Modified Date: December 27

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

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

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

# - 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

# Audience: Homeowners in snowy regions

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

- Forecasted snowfall

**Smells**: Tech debt

When to clear the snow (generic)

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

Keep it scannable—bullet points

**Comments Explain WHY

Detailed Analysis of YouTube Channels, Databases, and Profiles

- Strong: Solid use

- Expert: Multiple examples

- Include emerging tools/standards (e.g.

- Rank by frequency × criticality (e.g.

Smells: Tech debt

How: Key implementation decisions (patterns used