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

Data

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- Evaluate the structure and data of website databases

identifying trends or anomalies.

Jan 15, 2026

General

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- Review user profiles

extracting relevant information based on the specified criteria.

Jan 15, 2026

Data

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

${metrics:engagement/views/likes}

Jan 15, 2026

Find agent skills by outcome

- **Expert**: Multiple examples

- **Strong**: Solid use

After considering all factors

If helpful

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

Advise whether ice melt should be used

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

First

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

# - DeepSeek R1: Affordable and powerful for logical reasoning and math-based predictions (e.g.

# Modified Date: December 27

Then

# Audience: Homeowners in snowy regions

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

- Forecasted snowfall

# - 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

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

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

Keep it scannable—bullet points

Detailed Analysis of YouTube Channels, Databases, and Profiles

- Evaluate the structure and data of website databases

- Review user profiles

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

- Expert: Multiple examples

- Strong: Solid use

How: Key implementation decisions (patterns used