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

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

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

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

USER INPUT (raw bullets

If helpful

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

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

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

Then

# Audience: Homeowners in snowy regions

First

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

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

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

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

- Forecasted snowfall

# Modified Date: December 27

**Risks**: What could break

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

- Evaluate the structure and data of website databases

- Review user profiles

Keep it scannable—bullet points

Detailed Analysis of YouTube Channels, Databases, and Profiles

**Smells**: Tech debt

- Use visualizations where applicable (e.g.

- Rank by frequency × criticality (e.g.

- Include emerging tools/standards (e.g.

Risks: What could break

How: Key implementation decisions (patterns used

Smells: Tech debt