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

PromptBeginner5 minmarkdownQuality: 20

- Use visualizations where applicable (e.g.

tables or charts) to present data.

Jan 15, 2026

General

PromptBeginner5 minmarkdownQuality: 20

- Share recommendation with reasoning

then ask user to decide

Jan 15, 2026

Find agent skills by outcome

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

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

Then

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

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

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

First

# Audience: Homeowners in snowy regions

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

# - 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

- Forecasted snowfall

# Modified Date: December 27

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

**Risks**: What could break

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

When to clear the snow (generic)

**Smells**: Tech debt

- Evaluate the structure and data of website databases

- Review user profiles

Keep it scannable—bullet points

Detailed Analysis of YouTube Channels, Databases, and Profiles

- Use visualizations where applicable (e.g.

- Share recommendation with reasoning

How: Key implementation decisions (patterns used

Risks: What could break

Smells: Tech debt