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 minmarkdownQuality: 24

1. Accept parameters such as ${platform:YouTube/Database/Profile}

${metrics:engagement/views/likes}

Jan 15, 2026

Data

PromptBeginner5 minmarkdownQuality: 20

- Use visualizations where applicable (e.g.

tables or charts) to present data.

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

USER INPUT (raw bullets

If helpful

# - 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

# Audience: Homeowners in snowy regions

First

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

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

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

Then

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

# Modified Date: December 27

- Forecasted snowfall

**Risks**: What could break

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

- Review user profiles

- Evaluate the structure and data of website databases

**Smells**: Tech debt

When to clear the snow (generic)

Detailed Analysis of YouTube Channels, Databases, and Profiles

1. Accept parameters such as ${platform:YouTube/Database/Profile}

- Use visualizations where applicable (e.g.

Keep it scannable—bullet points

Risks: What could break

How: Key implementation decisions (patterns used

Smells: Tech debt