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 16, 2026

General

PromptBeginner5 minmarkdown

Keep it scannable—bullet points

no fluff. Transparency about tradeoffs.

Jan 16, 2026

Data

PromptBeginner5 minmarkdown

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

${metrics:engagement/views/likes}

Jan 16, 2026

Data

PromptBeginner5 minmarkdown

- Use visualizations where applicable (e.g.

tables or charts) to present data.

Jan 16, 2026

Find agent skills by outcome

After considering all factors

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

- **Expert**: Multiple examples

- Forecasted snowfall

Then

First

# 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

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

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

# Modified Date: December 27

# - 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

When to clear the snow (generic)

# Audience: Homeowners in snowy regions

**Risks**: What could break

**Smells**: Tech debt

- Evaluate the structure and data of website databases

- Review user profiles

Detailed Analysis of YouTube Channels, Databases, and Profiles

Keep it scannable—bullet points

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

- Use visualizations where applicable (e.g.

- Rank by frequency × criticality (e.g.

- Expert: Multiple examples

Risks: What could break

Smells: Tech debt