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

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

Based on the recent and forecasted precipitation

- **Strong**: Solid use

- **Expert**: Multiple examples

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

[1-paragraph bio: years exp

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

- Forecasted snowfall

Then

First

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

# - 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.

# Modified Date: December 27

# - 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

**Risks**: What could break

**Smells**: Tech debt

- Use visualizations where applicable (e.g.

When to clear the snow (generic)

# Audience: Homeowners in snowy regions

- Review user profiles

Detailed Analysis of YouTube Channels, Databases, and Profiles

- Include emerging tools/standards (e.g.

- Strong: Solid use

- Expert: Multiple examples

- Rank by frequency × criticality (e.g.

Risks: What could break

Smells: Tech debt