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

[1-paragraph bio: years exp

- **Strong**: Solid use

USER INPUT (raw bullets

Based on the recent and forecasted precipitation

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

Advise whether ice melt should be used

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

- **Expert**: Multiple examples

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

- Forecasted snowfall

Then

First

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

# - 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.

# - 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

# - Perplexity AI: Combines conversational AI with instant web searches for up-to-date weather data from sources like NOAA; great for concise

When to clear the snow (generic)

**Smells**: Tech debt

**Risks**: What could break

Keep it scannable—bullet points

Detailed Analysis of YouTube Channels, Databases, and Profiles

- Strong: Solid use

- Include emerging tools/standards (e.g.

- Expert: Multiple examples

Smells: Tech debt

Risks: What could break