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 minmarkdownQuality: 20

# Audience: Homeowners in snowy regions

especially those with challenging driveways (e.g.

Jan 16, 2026

Data

PromptBeginner5 minmarkdownQuality: 24

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

${metrics:engagement/views/likes}

Jan 16, 2026

Find agent skills by outcome

- Rank by **frequency × criticality** (e.g.

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

USER INPUT (raw bullets

- 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

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

# - 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

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

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

# Modified Date: December 27

When to clear the snow (generic)

- Use visualizations where applicable (e.g.

**Risks**: What could break

- Evaluate the structure and data of website databases

Keep it scannable—bullet points

**Smells**: Tech debt

- Review user profiles

Detailed Analysis of YouTube Channels, Databases, and Profiles

# Audience: Homeowners in snowy regions

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

- Rank by frequency × criticality (e.g.

- Include emerging tools/standards (e.g.

Risks: What could break

Smells: Tech debt