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

Smells: Tech debt

workarounds

Jan 16, 2026

Data

PromptBeginner5 minmarkdown

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

${metrics:engagement/views/likes}

Jan 16, 2026

General

PromptBeginner5 minmarkdown

When to clear the snow (generic)

# Generic Driveway Snow Clearing Advisor Prompt

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

If helpful

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

After considering all factors

First

- Forecasted snowfall

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

Then

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

# Modified Date: December 27

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

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

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

# - 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

- Evaluate the structure and data of website databases

**Risks**: What could break

# Audience: Homeowners in snowy regions

Keep it scannable—bullet points

- Review user profiles

Detailed Analysis of YouTube Channels, Databases, and Profiles

**Smells**: Tech debt

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

When to clear the snow (generic)

- Use visualizations where applicable (e.g.

- Rank by frequency × criticality (e.g.

Risks: What could break

Smells: Tech debt