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

General

PromptBeginner5 minmarkdownQuality: 20

- Review user profiles

extracting relevant information based on the specified criteria.

Jan 15, 2026

Data

PromptBeginner5 minmarkdownQuality: 20

- Use visualizations where applicable (e.g.

tables or charts) to present data.

Jan 15, 2026

Find agent skills by outcome

If helpful

After considering all factors

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

# Audience: Homeowners in snowy regions

First

# 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

# Modified Date: December 27

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

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

- Forecasted snowfall

Then

# - 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.

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

- Evaluate the structure and data of website databases

When to clear the snow (generic)

**Smells**: Tech debt

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

**Risks**: What could break

Keep it scannable—bullet points

Detailed Analysis of YouTube Channels, Databases, and Profiles

- Review user profiles

- Use visualizations where applicable (e.g.

How: Key implementation decisions (patterns used

Smells: Tech debt

Risks: What could break