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

When to clear the snow (generic)

# Generic Driveway Snow Clearing Advisor Prompt

Jan 16, 2026

Data

PromptBeginner5 minmarkdown

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

${metrics:engagement/views/likes}

Jan 16, 2026

Data

PromptBeginner5 minmarkdown

- Use visualizations where applicable (e.g.

tables or charts) to present data.

Jan 16, 2026

Find agent skills by outcome

[1-paragraph bio: years exp

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

- **Expert**: Multiple examples

- **Strong**: Solid use

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

Advise whether ice melt should be used

Then

- Forecasted snowfall

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

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

First

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

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

# Modified Date: December 27

# - 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

**Risks**: What could break

- Review user profiles

**Smells**: Tech debt

Detailed Analysis of YouTube Channels, Databases, and Profiles

When to clear the snow (generic)

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

- Use visualizations where applicable (e.g.

- Rank by frequency × criticality (e.g.

- Expert: Multiple examples

- Strong: Solid use

- Include emerging tools/standards (e.g.

Risks: What could break

Smells: Tech debt