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

USER INPUT (raw bullets

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

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

- **Expert**: Multiple examples

[1-paragraph bio: years exp

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

- **Strong**: Solid use

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

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

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

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

First

Then

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

# - 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

# Modified Date: December 27

- Forecasted snowfall

**Risks**: What could break

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

- Use visualizations where applicable (e.g.

Keep it scannable—bullet points

Detailed Analysis of YouTube Channels, Databases, and Profiles

- Include emerging tools/standards (e.g.

- Expert: Multiple examples

- Rank by frequency × criticality (e.g.

- Strong: Solid use

Risks: What could break

How: Key implementation decisions (patterns used