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 minmarkdown

- Evaluate the structure and data of website databases

identifying trends or anomalies.

Jan 15, 2026

General

PromptBeginner5 minmarkdown

- Review user profiles

extracting relevant information based on the specified criteria.

Jan 15, 2026

Find agent skills by outcome

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

[1-paragraph bio: years exp

If helpful

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

- Forecasted snowfall

Then

First

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

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

# - 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.

# Audience: Homeowners in snowy regions

# Modified Date: December 27

# - 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

When to clear the snow (generic)

**Risks**: What could break

**Smells**: Tech debt

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

Keep it scannable—bullet points

Detailed Analysis of YouTube Channels, Databases, and Profiles

- Evaluate the structure and data of website databases

- Review user profiles

- Rank by frequency × criticality (e.g.

Risks: What could break

Smells: Tech debt

How: Key implementation decisions (patterns used