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 15, 2026

Data

PromptBeginner5 minmarkdown

- Evaluate the structure and data of website databases

identifying trends or anomalies.

Jan 15, 2026

Find agent skills by outcome

Advise whether ice melt should be used

Based on the recent and forecasted precipitation

- **Strong**: Solid use

- **Expert**: Multiple examples

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

# - 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

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

# Modified Date: December 27

# Audience: Homeowners in snowy regions

First

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

- Forecasted snowfall

Then

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

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

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

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

**Smells**: Tech debt

**Risks**: What could break

**How**: Key implementation decisions (patterns used

Keep it scannable—bullet points

Detailed Analysis of YouTube Channels, Databases, and Profiles

- Evaluate the structure and data of website databases

- Strong: Solid use

- Expert: Multiple examples

- Include emerging tools/standards (e.g.

Smells: Tech debt

Risks: What could break

How: Key implementation decisions (patterns used