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 minmarkdown

Keep it scannable—bullet points

no fluff. Transparency about tradeoffs.

Jan 15, 2026

Find agent skills by outcome

If helpful

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

Advise whether ice melt should be used

Based on the recent and forecasted precipitation

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

- Forecasted snowfall

Then

First

# 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

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

# - 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

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

# Modified Date: December 27

# Audience: Homeowners in snowy regions

- Use visualizations where applicable (e.g.

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

- Review user profiles

- Evaluate the structure and data of website databases

**Smells**: Tech debt

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

Detailed Analysis of YouTube Channels, Databases, and Profiles

Keep it scannable—bullet points

Smells: Tech debt

How: Key implementation decisions (patterns used