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

General

PromptBeginner5 minmarkdownQuality: 20

Keep it scannable—bullet points

no fluff. Transparency about tradeoffs.

Jan 15, 2026

Find agent skills by outcome

Advise whether ice melt should be used

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

[1-paragraph bio: years exp

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

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

Then

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

# - 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

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

# Audience: Homeowners in snowy regions

# - 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.

First

- Forecasted snowfall

**Smells**: Tech debt

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

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

- Review user profiles

**Risks**: What could break

Detailed Analysis of YouTube Channels, Databases, and Profiles

- Use visualizations where applicable (e.g.

Keep it scannable—bullet points

- Rank by frequency × criticality (e.g.

Smells: Tech debt

How: Key implementation decisions (patterns used

Risks: What could break