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 minmarkdown

How: Key implementation decisions (patterns used

structure chosen)

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

Risks: What could break

what needs monitoring

Jan 15, 2026

Find agent skills by outcome

Create skills and experience markdown file

If helpful

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

Advise whether ice melt should be used

Based on the recent and forecasted precipitation

- **Strong**: Solid use

- **Expert**: Multiple examples

First

# - 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

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

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

- Forecasted snowfall

Then

# Audience: Homeowners in snowy regions

# Modified Date: December 27

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

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

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

- Evaluate the structure and data of website databases

Detailed Analysis of YouTube Channels, Databases, and Profiles

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

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

**Risks**: What could break

- Strong: Solid use

- Expert: Multiple examples

How: Key implementation decisions (patterns used

Risks: What could break