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

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

[1-paragraph bio: years exp

- **Strong**: Solid use

USER INPUT (raw bullets

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

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

# - 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

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

Then

First

# Audience: Homeowners in snowy regions

# - 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

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

# Modified Date: December 27

- Forecasted snowfall

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

**Risks**: What could break

- Review user profiles

Detailed Analysis of YouTube Channels, Databases, and Profiles

- Use visualizations where applicable (e.g.

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

- Strong: Solid use

- Rank by frequency × criticality (e.g.

How: Key implementation decisions (patterns used

Risks: What could break