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

Keep it scannable—bullet points

no fluff. Transparency about tradeoffs.

Jan 16, 2026

Find agent skills by outcome

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

USER INPUT (raw bullets

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

First

- Forecasted snowfall

Then

# - 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

# - 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

# Modified Date: December 27

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

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

- Use visualizations where applicable (e.g.

When to clear the snow (generic)

# Audience: Homeowners in snowy regions

- Evaluate the structure and data of website databases

**Risks**: What could break

**Smells**: Tech debt

Detailed Analysis of YouTube Channels, Databases, and Profiles

Keep it scannable—bullet points

Risks: What could break

Smells: Tech debt