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

Based on the recent and forecasted precipitation

Advise whether ice melt should be used

[1-paragraph bio: years exp

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

First

Then

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

- Forecasted snowfall

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

# - 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

# Modified Date: December 27

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

# - 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.

- Evaluate the structure and data of website databases

1. Accept parameters such as ${platform:YouTube/Database/Profile}

- Use visualizations where applicable (e.g.

When to clear the snow (generic)

# Audience: Homeowners in snowy regions

Keep it scannable—bullet points

**Risks**: What could break

**Smells**: Tech debt

Detailed Analysis of YouTube Channels, Databases, and Profiles

- Include emerging tools/standards (e.g.

Risks: What could break

Smells: Tech debt