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

General

PromptBeginner5 minmarkdownQuality: 20

- Review user profiles

extracting relevant information based on the specified criteria.

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.

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

- **Strong**: Solid use

If helpful

- **Expert**: Multiple examples

Based on the recent and forecasted precipitation

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

# - 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

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

# Audience: Homeowners in snowy regions

First

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

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

Then

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

# Modified Date: December 27

- Forecasted snowfall

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

**Risks**: What could break

**Smells**: Tech debt

Detailed Analysis of YouTube Channels, Databases, and Profiles

- Review user profiles

- Rank by frequency × criticality (e.g.

- Strong: Solid use

- Expert: Multiple examples

How: Key implementation decisions (patterns used

Risks: What could break

Smells: Tech debt