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: 24

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

${metrics:engagement/views/likes}

Jan 16, 2026

General

PromptBeginner5 minmarkdownQuality: 20

- When multiple valid approaches: speculate

think aloud

Jan 16, 2026

General

PromptBeginner5 minmarkdownQuality: 20

- Once action taken

it cannot be undone

Jan 16, 2026

Find agent skills by outcome

USER INPUT (raw bullets

First

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

Then

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

- Forecasted snowfall

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

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

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

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

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

# Modified Date: December 27

Keep it scannable—bullet points

- Evaluate the structure and data of website databases

- Review user profiles

**Risks**: What could break

**Smells**: Tech debt

When to clear the snow (generic)

- Use visualizations where applicable (e.g.

# Audience: Homeowners in snowy regions

Detailed Analysis of YouTube Channels, Databases, and Profiles

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

- When multiple valid approaches: speculate

- Once action taken

Risks: What could break

Smells: Tech debt