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

- Review user profiles

extracting relevant information based on the specified criteria.

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

Smells: Tech debt

workarounds

Jan 16, 2026

General

PromptBeginner5 minmarkdown

- For each option: WHY it exists

HOW it works

Jan 16, 2026

Find agent skills by outcome

- **Expert**: Multiple examples

- **Strong**: Solid use

Then

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

- Forecasted snowfall

# - 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

# Modified Date: December 27

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

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

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

**Risks**: What could break

# Audience: Homeowners in snowy regions

When to clear the snow (generic)

- Evaluate the structure and data of website databases

- Use visualizations where applicable (e.g.

Keep it scannable—bullet points

Detailed Analysis of YouTube Channels, Databases, and Profiles

- Review user profiles

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

**Smells**: Tech debt

- For each option: WHY it exists

- Expert: Multiple examples

- Strong: Solid use

Risks: What could break

Smells: Tech debt