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

Find agent skills by outcome

USER INPUT (raw bullets

[1-paragraph bio: years exp

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

- **Expert**: Multiple examples

- **Strong**: Solid use

Based on the recent and forecasted precipitation

Advise whether ice melt should be used

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

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

If helpful

After considering all factors

First

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

- Forecasted snowfall

Then

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

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

# Modified Date: December 27

# - 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

# Audience: Homeowners in snowy regions

Detailed Analysis of YouTube Channels, Databases, and Profiles

- Rank by frequency × criticality (e.g.

- Expert: Multiple examples

- Strong: Solid use

- Include emerging tools/standards (e.g.