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

General

PromptBeginner5 minmarkdown

Risks: What could break

what needs monitoring

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

- **Strong**: Solid use

Based on the recent and forecasted precipitation

Additional context: Ask the user for driveway details if helpful (e.g.

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

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

# Audience: Homeowners in snowy regions

Then

First

# 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

# - 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

# Modified Date: December 27

- Forecasted snowfall

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

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

- Use visualizations where applicable (e.g.

When to clear the snow (generic)

**Smells**: Tech debt

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

Keep it scannable—bullet points

Detailed Analysis of YouTube Channels, Databases, and Profiles

**Risks**: What could break

- Evaluate the structure and data of website databases

- Strong: Solid use

Smells: Tech debt

How: Key implementation decisions (patterns used

Risks: What could break