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

Keep it scannable—bullet points

no fluff. Transparency about tradeoffs.

Jan 15, 2026

Find agent skills by outcome

If helpful

- **Expert**: Multiple examples

Advise whether ice melt should be used

[1-paragraph bio: years exp

USER INPUT (raw bullets

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

- **Strong**: Solid use

# 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

# - Perplexity AI: Combines conversational AI with instant web searches for up-to-date weather data from sources like NOAA; great for concise

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

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

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

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

First

# Audience: Homeowners in snowy regions

Then

- Forecasted snowfall

# Modified Date: December 27

**Smells**: Tech debt

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

**Risks**: What could break

Detailed Analysis of YouTube Channels, Databases, and Profiles

Keep it scannable—bullet points

- Expert: Multiple examples

- Rank by frequency × criticality (e.g.

- Strong: Solid use

Smells: Tech debt

How: Key implementation decisions (patterns used

Risks: What could break