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 minmarkdownQuality: 20

Risks: What could break

what needs monitoring

Jan 16, 2026

Data

PromptBeginner5 minmarkdownQuality: 24

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

${metrics:engagement/views/likes}

Jan 16, 2026

General

PromptBeginner5 minmarkdownQuality: 20

- Review user profiles

extracting relevant information based on the specified criteria.

Jan 16, 2026

Find agent skills by outcome

Additional context: Ask the user for driveway details if helpful (e.g.

- **Strong**: Solid use

Based on the recent and forecasted precipitation

If helpful

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

USER INPUT (raw bullets

- Include **emerging tools/standards** (e.g.

- Forecasted snowfall

First

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

Then

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

# - 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.

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

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

# Modified Date: December 27

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

When to clear the snow (generic)

- Use visualizations where applicable (e.g.

Detailed Analysis of YouTube Channels, Databases, and Profiles

**Risks**: What could break

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

- Review user profiles

- Strong: Solid use

- Rank by frequency × criticality (e.g.

- Include emerging tools/standards (e.g.

Risks: What could break