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

General

PromptBeginner5 minmarkdownQuality: 20

Keep it scannable—bullet points

no fluff. Transparency about tradeoffs.

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

[1-paragraph bio: years exp

Based on the recent and forecasted precipitation

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

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

Create skills and experience markdown file

# Audience: Homeowners in snowy regions

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

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

# - 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

Then

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

First

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

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

- Forecasted snowfall

# Modified Date: December 27

**Risks**: What could break

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

**Smells**: Tech debt

- Review user profiles

Detailed Analysis of YouTube Channels, Databases, and Profiles

Keep it scannable—bullet points

- Use visualizations where applicable (e.g.

- Include emerging tools/standards (e.g.

Risks: What could break

How: Key implementation decisions (patterns used

Smells: Tech debt