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

Data

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- Evaluate the structure and data of website databases

identifying trends or anomalies.

Jan 16, 2026

General

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Keep it scannable—bullet points

no fluff. Transparency about tradeoffs.

Jan 16, 2026

General

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Risks: What could break

what needs monitoring

Jan 16, 2026

Find agent skills by outcome

Advise whether ice melt should be used

Based on the recent and forecasted precipitation

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

USER INPUT (raw bullets

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

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

First

Then

- Forecasted snowfall

# - 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

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

# 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

# Audience: Homeowners in snowy regions

When to clear the snow (generic)

- Use visualizations where applicable (e.g.

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

- Review user profiles

Detailed Analysis of YouTube Channels, Databases, and Profiles

- Evaluate the structure and data of website databases

Keep it scannable—bullet points

**Risks**: What could break

- Include emerging tools/standards (e.g.

Risks: What could break