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

General

PromptBeginner5 minmarkdown

- Review user profiles

extracting relevant information based on the specified criteria.

Jan 15, 2026

Data

PromptBeginner5 minmarkdown

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

${metrics:engagement/views/likes}

Jan 15, 2026

Find agent skills by outcome

[1-paragraph bio: years exp

Based on the recent and forecasted precipitation

USER INPUT (raw bullets

If helpful

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

- Forecasted snowfall

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

Then

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

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

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

# Audience: Homeowners in snowy regions

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

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

# Modified Date: December 27

First

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

**Risks**: What could break

**Smells**: Tech debt

Keep it scannable—bullet points

Detailed Analysis of YouTube Channels, Databases, and Profiles

- Evaluate the structure and data of website databases

- Review user profiles

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

How: Key implementation decisions (patterns used

Risks: What could break

Smells: Tech debt