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

General

PromptBeginner5 minmarkdown

- If hypotheses disproven

generate new ones from gathered information

Jan 16, 2026

Find agent skills by outcome

Advise whether ice melt should be used

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

First

Then

- 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

# 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

# - 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

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

- Evaluate the structure and data of website databases

- Review user profiles

When to clear the snow (generic)

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

- Use visualizations where applicable (e.g.

# Audience: Homeowners in snowy regions

**Smells**: Tech debt

**Risks**: What could break

Keep it scannable—bullet points

Detailed Analysis of YouTube Channels, Databases, and Profiles

- If hypotheses disproven

Smells: Tech debt

Risks: What could break