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

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

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

- **Expert**: Multiple examples

- **Strong**: Solid use

Based on the recent and forecasted precipitation

Advise whether ice melt should be used

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

First

# Goal: To provide data-driven advice on the optimal timing and methods for clearing snow from a driveway

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

# - 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

# Audience: Homeowners in snowy regions

- Forecasted snowfall

Then

- Review user profiles

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

When to clear the snow (generic)

- Evaluate the structure and data of website databases

Detailed Analysis of YouTube Channels, Databases, and Profiles

- Rank by frequency × criticality (e.g.

- Include emerging tools/standards (e.g.

- Expert: Multiple examples

- Strong: Solid use

How: Key implementation decisions (patterns used