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

General

PromptBeginner5 minmarkdownQuality: 20

Keep it scannable—bullet points

no fluff. Transparency about tradeoffs.

Jan 15, 2026

General

PromptBeginner5 minmarkdownQuality: 20

- Review user profiles

extracting relevant information based on the specified criteria.

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

Create skills and experience markdown file

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

- **Strong**: Solid use

If helpful

USER INPUT (raw bullets

# Audience: Homeowners in snowy regions

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

First

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

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

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

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

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

Then

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

- Forecasted snowfall

# Modified Date: December 27

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

**Risks**: What could break

- Use visualizations where applicable (e.g.

Detailed Analysis of YouTube Channels, Databases, and Profiles

Keep it scannable—bullet points

- Review user 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

Risks: What could break