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 minmarkdownQuality: 24

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

${metrics:engagement/views/likes}

Jan 15, 2026

General

PromptBeginner5 minmarkdownQuality: 20

- Review user profiles

extracting relevant information based on the specified criteria.

Jan 15, 2026

Find agent skills by outcome

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

- **Strong**: Solid use

After considering all factors

If helpful

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

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

# 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

# - 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

First

# Audience: Homeowners in snowy regions

Then

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

# Modified Date: December 27

- Forecasted snowfall

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

**Risks**: What could break

- Evaluate the structure and data of website databases

- Use visualizations where applicable (e.g.

**Smells**: Tech debt

Detailed Analysis of YouTube Channels, Databases, and Profiles

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

- Review user profiles

- Rank by frequency × criticality (e.g.

- Strong: Solid use

How: Key implementation decisions (patterns used

Risks: What could break

Smells: Tech debt