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

General

PromptBeginner5 minmarkdown

- On transient errors

retry (unless explicit limit reached)

Jan 16, 2026

Find agent skills by outcome

If helpful

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

- Forecasted snowfall

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

Then

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

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

# - 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

# Modified Date: December 27

**Risks**: What could break

**Smells**: Tech debt

# Audience: Homeowners in snowy regions

When to clear the snow (generic)

- 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

Detailed Analysis of YouTube Channels, Databases, and Profiles

Keep it scannable—bullet points

- On transient errors

Risks: What could break

Smells: Tech debt