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

Risks: What could break

what needs monitoring

Jan 15, 2026

General

PromptBeginner5 minmarkdownQuality: 20

Smells: Tech debt

workarounds

Jan 15, 2026

Find agent skills by outcome

- **Strong**: Solid use

Advise whether ice melt should be used

Create skills and experience markdown file

If helpful

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

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

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

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

# Modified Date: December 27

- Forecasted snowfall

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

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

Then

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

- Review user profiles

When to clear the snow (generic)

Keep it scannable—bullet points

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

Detailed Analysis of YouTube Channels, Databases, and Profiles

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

**Risks**: What could break

**Smells**: Tech debt

- Strong: Solid use

How: Key implementation decisions (patterns used

Risks: What could break

Smells: Tech debt