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 minmarkdownQuality: 20

When to clear the snow (generic)

# Generic Driveway Snow Clearing Advisor Prompt

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

If helpful

[1-paragraph bio: years exp

- **Strong**: Solid use

USER INPUT (raw bullets

Based on the recent and forecasted precipitation

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

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

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

First

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

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

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

# Audience: Homeowners in snowy regions

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

Then

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

- Forecasted snowfall

# Modified Date: December 27

**Risks**: What could break

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

**Smells**: Tech debt

Detailed Analysis of YouTube Channels, Databases, and Profiles

When to clear the snow (generic)

- Use visualizations where applicable (e.g.

- Strong: Solid use

- Rank by frequency × criticality (e.g.

Risks: What could break

How: Key implementation decisions (patterns used

Smells: Tech debt