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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- Review user profiles

extracting relevant information based on the specified criteria.

Jan 16, 2026

Data

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

${metrics:engagement/views/likes}

Jan 16, 2026

Find agent skills by outcome

- **Strong**: Solid use

USER INPUT (raw bullets

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

Based on the recent and forecasted precipitation

Advise whether ice melt should be used

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

Then

# - 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

- Forecasted snowfall

First

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

# - 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

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

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

Keep it scannable—bullet points

**Smells**: Tech debt

**Risks**: What could break

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}

- Strong: Solid use

- Include emerging tools/standards (e.g.

Smells: Tech debt

Risks: What could break