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

General

PromptBeginner5 minmarkdown

Risks: What could break

what needs monitoring

Jan 15, 2026

Find agent skills by outcome

Based on the recent and forecasted precipitation

Advise whether ice melt should be used

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

If helpful

[1-paragraph bio: years exp

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

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

- **Expert**: Multiple examples

USER INPUT (raw bullets

- Forecasted snowfall

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

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

Then

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

First

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

# Audience: Homeowners in snowy regions

# Modified Date: December 27

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

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

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

Detailed Analysis of YouTube Channels, Databases, and Profiles

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

**Risks**: What could break

- Rank by frequency × criticality (e.g.

- Include emerging tools/standards (e.g.

- Expert: Multiple examples

How: Key implementation decisions (patterns used

Risks: What could break