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 16, 2026

General

PromptBeginner5 minmarkdownQuality: 20

- Review user profiles

extracting relevant information based on the specified criteria.

Jan 16, 2026

General

PromptBeginner5 minmarkdownQuality: 20

- Share recommendation with reasoning

then ask user to decide

Jan 16, 2026

Find agent skills by outcome

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

- **Expert**: Multiple examples

Then

- Forecasted snowfall

First

# 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

# - 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.

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

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

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

# Modified Date: December 27

- Use visualizations where applicable (e.g.

When to clear the snow (generic)

# Audience: Homeowners in snowy regions

**Risks**: What could break

- Evaluate the structure and data of website databases

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

**Smells**: Tech debt

Keep it scannable—bullet points

Detailed Analysis of YouTube Channels, Databases, and Profiles

- Review user profiles

- Share recommendation with reasoning

- Rank by frequency × criticality (e.g.

- Expert: Multiple examples

Risks: What could break

Smells: Tech debt