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 minmarkdown

Keep it scannable—bullet points

no fluff. Transparency about tradeoffs.

Jan 16, 2026

General

PromptBeginner5 minmarkdown

Risks: What could break

what needs monitoring

Jan 16, 2026

General

PromptBeginner5 minmarkdown

# Audience: Homeowners in snowy regions

especially those with challenging driveways (e.g.

Jan 16, 2026

General

PromptBeginner5 minmarkdown

Smells: Tech debt

workarounds

Jan 16, 2026

Find agent skills by outcome

- **Strong**: Solid use

Advise whether ice melt should be used

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

If helpful

Based on the recent and forecasted precipitation

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

After considering all factors

USER INPUT (raw bullets

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

- Forecasted snowfall

Then

First

# 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

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

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

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

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

# Modified Date: December 27

Detailed Analysis of YouTube Channels, Databases, and Profiles

Keep it scannable—bullet points

**Risks**: What could break

# Audience: Homeowners in snowy regions

**Smells**: Tech debt

- Strong: Solid use

- Include emerging tools/standards (e.g.

Risks: What could break

Smells: Tech debt