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

Risks: What could break

what needs monitoring

Jan 15, 2026

Data

PromptBeginner5 minmarkdownQuality: 20

- Use visualizations where applicable (e.g.

tables or charts) to present data.

Jan 15, 2026

Find agent skills by outcome

- **Strong**: Solid use

Create skills and experience markdown file

- **Expert**: Multiple examples

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

Advise whether ice melt should be used

Based on the recent and forecasted precipitation

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

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

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

# Audience: Homeowners in snowy regions

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

First

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

# - 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.

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

Then

# Modified Date: December 27

- Forecasted snowfall

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

Keep it scannable—bullet points

Detailed Analysis of YouTube Channels, Databases, and Profiles

**Risks**: What could break

- Use visualizations where applicable (e.g.

- Strong: Solid use

- Expert: Multiple examples

- Rank by frequency × criticality (e.g.

How: Key implementation decisions (patterns used

Risks: What could break