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

Data

PromptBeginner5 minmarkdownQuality: 20

- Use visualizations where applicable (e.g.

tables or charts) to present data.

Jan 15, 2026

Data

PromptBeginner5 minmarkdownQuality: 24

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

${metrics:engagement/views/likes}

Jan 15, 2026

Find agent skills by outcome

If helpful

Based on the recent and forecasted precipitation

Advise whether ice melt should be used

Create skills and experience markdown file

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

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

[1-paragraph bio: years exp

# - 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

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

First

# Audience: Homeowners in snowy regions

# - 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

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

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

Then

- Forecasted snowfall

# Modified Date: December 27

**Risks**: What could break

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

Detailed Analysis of YouTube Channels, Databases, and Profiles

- Use visualizations where applicable (e.g.

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

- Rank by frequency × criticality (e.g.

Risks: What could break

How: Key implementation decisions (patterns used