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 minmarkdownQuality: 20

- Use visualizations where applicable (e.g.

tables or charts) to present data.

Jan 15, 2026

Find agent skills by outcome

Based on the recent and forecasted precipitation

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

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

USER INPUT (raw bullets

- **Expert**: Multiple examples

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

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

# - 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

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

Then

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

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

First

# Audience: Homeowners in snowy regions

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

- Forecasted snowfall

# Modified Date: December 27

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

- Evaluate the structure and data of website databases

- Review user profiles

**Risks**: What could break

Detailed Analysis of YouTube Channels, Databases, and Profiles

- Use visualizations where applicable (e.g.

- Include emerging tools/standards (e.g.

- Expert: Multiple examples

- Rank by frequency × criticality (e.g.

How: Key implementation decisions (patterns used

Risks: What could break