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

Data

PromptBeginner5 minmarkdownQuality: 20

- Use visualizations where applicable (e.g.

tables or charts) to present data.

Jan 15, 2026

Find agent skills by outcome

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

If helpful

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

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

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

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

First

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

Then

# - 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

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

- Forecasted snowfall

# Modified Date: December 27

**Risks**: What could break

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

Keep it scannable—bullet points

**Smells**: Tech debt

- Evaluate the structure and data of website databases

When to clear the snow (generic)

- Review user profiles

Detailed Analysis of YouTube Channels, Databases, and Profiles

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

- Use visualizations where applicable (e.g.

- Rank by frequency × criticality (e.g.

Risks: What could break

How: Key implementation decisions (patterns used

Smells: Tech debt