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

Risks: What could break

what needs monitoring

Jan 16, 2026

Find agent skills by outcome

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

- Include **emerging tools/standards** (e.g.

USER INPUT (raw bullets

Then

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

First

- Forecasted snowfall

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

# - 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

# - 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

When to clear the snow (generic)

- Use visualizations where applicable (e.g.

Keep it scannable—bullet points

- Review user profiles

**Smells**: Tech debt

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

# Audience: Homeowners in snowy regions

Detailed Analysis of YouTube Channels, Databases, and Profiles

- Evaluate the structure and data of website databases

**Risks**: What could break

- Rank by frequency × criticality (e.g.

- Include emerging tools/standards (e.g.

Smells: Tech debt

Risks: What could break