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

# 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

General

PromptBeginner5 minmarkdown

Keep it scannable—bullet points

no fluff. Transparency about tradeoffs.

Jan 16, 2026

Find agent skills by outcome

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

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

Based on the recent and forecasted precipitation

Create skills and experience markdown file

- **Strong**: Solid use

- **Expert**: Multiple examples

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

USER INPUT (raw bullets

Then

First

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

- Forecasted snowfall

# 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

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

# Modified Date: December 27

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

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

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

When to clear the snow (generic)

Detailed Analysis of YouTube Channels, Databases, and Profiles

# Audience: Homeowners in snowy regions

**Smells**: Tech debt

Keep it scannable—bullet points

- Include emerging tools/standards (e.g.

- Strong: Solid use

- Expert: Multiple examples

- Rank by frequency × criticality (e.g.

Smells: Tech debt