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

Data

PromptBeginner5 minmarkdownQuality: 20

- Use visualizations where applicable (e.g.

tables or charts) to present data.

Jan 16, 2026

General

PromptBeginner5 minmarkdownQuality: 20

- Share recommendation with reasoning

then ask user to decide

Jan 16, 2026

Find agent skills by outcome

- **Expert**: Multiple examples

USER INPUT (raw bullets

- Forecasted snowfall

First

Then

# - 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

# - 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

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

# Modified Date: December 27

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

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

**Smells**: Tech debt

When to clear the snow (generic)

- Evaluate the structure and data of website databases

**Risks**: What could break

Keep it scannable—bullet points

- Review user profiles

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

# Audience: Homeowners in snowy regions

Detailed Analysis of YouTube Channels, Databases, and Profiles

- Use visualizations where applicable (e.g.

- Share recommendation with reasoning

- Expert: Multiple examples

Smells: Tech debt

Risks: What could break