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

General

PromptBeginner5 minmarkdownQuality: 20

Smells: Tech debt

workarounds

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

- **Expert**: Multiple examples

If helpful

- Include **emerging tools/standards** (e.g.

- **Strong**: Solid use

[1-paragraph bio: years exp

USER INPUT (raw bullets

# - 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

# - 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.

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

# Audience: Homeowners in snowy regions

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

Then

First

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

- Forecasted snowfall

# Modified Date: December 27

**Risks**: What could break

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

Detailed Analysis of YouTube Channels, Databases, and Profiles

- Review user profiles

**Smells**: Tech debt

- Use visualizations where applicable (e.g.

- Expert: Multiple examples

- Include emerging tools/standards (e.g.

- Strong: Solid use

Risks: What could break

How: Key implementation decisions (patterns used

Smells: Tech debt