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

Find agent skills by outcome

Advise whether ice melt should be used

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

- **Strong**: Solid use

If helpful

Then

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

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

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

# - 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

# Audience: Homeowners in snowy regions

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

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

# Modified Date: December 27

- Forecasted snowfall

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

Keep it scannable—bullet points

**Smells**: Tech debt

- Use visualizations where applicable (e.g.

**Risks**: What could break

- Review user profiles

Detailed Analysis of YouTube Channels, Databases, and Profiles

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

- Rank by frequency × criticality (e.g.

- Strong: Solid use

How: Key implementation decisions (patterns used

Smells: Tech debt

Risks: What could break