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

- Evaluate the structure and data of website databases

identifying trends or anomalies.

Jan 16, 2026

General

PromptBeginner5 minmarkdownQuality: 20

- Once action taken

it cannot be undone

Jan 16, 2026

Find agent skills by outcome

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

USER INPUT (raw bullets

# 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

First

Then

# - 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

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

# Modified Date: December 27

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

When to clear the snow (generic)

- Use visualizations where applicable (e.g.

# Audience: Homeowners in snowy regions

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

Keep it scannable—bullet points

**Smells**: Tech debt

**Risks**: What could break

- Review user profiles

Detailed Analysis of YouTube Channels, Databases, and Profiles

- Evaluate the structure and data of website databases

- Once action taken

- Rank by frequency × criticality (e.g.

Smells: Tech debt

Risks: What could break