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

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

${metrics:engagement/views/likes}

Jan 15, 2026

General

PromptBeginner5 minmarkdown

- Policies

rules

Jan 15, 2026

Find agent skills by outcome

- **Expert**: Multiple examples

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

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

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

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

# - 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

- Forecasted snowfall

Then

First

# Modified Date: December 27

# Audience: Homeowners in snowy regions

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

- Use visualizations where applicable (e.g.

When to clear the snow (generic)

**Risks**: What could break

- Review user profiles

**Smells**: Tech debt

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

Keep it scannable—bullet points

- Evaluate the structure and data of website databases

Detailed Analysis of YouTube Channels, Databases, and Profiles

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

- Policies

- Expert: Multiple examples

Risks: What could break

Smells: Tech debt

How: Key implementation decisions (patterns used