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

Data

PromptBeginner5 minmarkdownQuality: 20

- Use visualizations where applicable (e.g.

tables or charts) to present data.

Jan 15, 2026

General

PromptBeginner5 minmarkdownQuality: 20

- Review user profiles

extracting relevant information based on the specified criteria.

Jan 15, 2026

Find agent skills by outcome

Based on the recent and forecasted precipitation

Advise whether ice melt should be used

After considering all factors

- Include **emerging tools/standards** (e.g.

USER INPUT (raw bullets

If helpful

# - 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

# - 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.

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

First

# Audience: Homeowners in snowy regions

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

# Modified Date: December 27

- Forecasted snowfall

**Risks**: What could break

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

**Smells**: Tech debt

Detailed Analysis of YouTube Channels, Databases, and Profiles

- Use visualizations where applicable (e.g.

- Review user profiles

- Include emerging tools/standards (e.g.

Risks: What could break

How: Key implementation decisions (patterns used

Smells: Tech debt