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

Find agent skills by outcome

USER INPUT (raw bullets

Advise whether ice melt should be used

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

# - Gemini 2.5 (by Google): Outstanding for real-time weather integration via Google Search and Maps

# - Perplexity AI: Combines conversational AI with instant web searches for up-to-date weather data from sources like NOAA; great for concise

# 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.

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

Then

# Audience: Homeowners in snowy regions

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

First

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

# Modified Date: December 27

- Forecasted snowfall

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

**Risks**: What could break

Keep it scannable—bullet points

**Smells**: Tech debt

- Review user profiles

When to clear the snow (generic)

- Evaluate the structure and data of website databases

Detailed Analysis of YouTube Channels, Databases, and Profiles

- Use visualizations where applicable (e.g.

- Include emerging tools/standards (e.g.

How: Key implementation decisions (patterns used

Risks: What could break

Smells: Tech debt