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

- For each option: WHY it exists

HOW it works

Jan 16, 2026

General

PromptBeginner5 minmarkdown

- On transient errors

retry (unless explicit limit reached)

Jan 16, 2026

Find agent skills by outcome

Based on the recent and forecasted precipitation

First

- Forecasted snowfall

# - Copilot (by Microsoft): Integrates Bing weather data for reliable

Then

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

# - 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

# Modified Date: December 27

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

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

- Evaluate the structure and data of website databases

- Review user profiles

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

# Audience: Homeowners in snowy regions

When to clear the snow (generic)

- Use visualizations where applicable (e.g.

**Smells**: Tech debt

**Risks**: What could break

Keep it scannable—bullet points

Detailed Analysis of YouTube Channels, Databases, and Profiles

- For each option: WHY it exists

- On transient errors

Smells: Tech debt

Risks: What could break