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

Find agent skills by outcome

- **Strong**: Solid use

Based on the recent and forecasted precipitation

USER INPUT (raw bullets

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

Advise whether ice melt should be used

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

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

After considering all factors

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

Then

- Forecasted snowfall

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

First

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

# Modified Date: December 27

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

# - 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

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

- Review user profiles

- Evaluate the structure and data of website databases

Detailed Analysis of YouTube Channels, Databases, and Profiles

Keep it scannable—bullet points

**Risks**: What could break

- Strong: Solid use

- Rank by frequency × criticality (e.g.

- Include emerging tools/standards (e.g.

Risks: What could break