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

Risks: What could break

what needs monitoring

Jan 15, 2026

Find agent skills by outcome

After considering all factors

Create skills and experience markdown file

USER INPUT (raw bullets

- **Strong**: Solid use

- **Expert**: Multiple examples

[1-paragraph bio: years exp

Advise whether ice melt should be used

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

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

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

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

# 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

First

Then

- Forecasted snowfall

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

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

# Modified Date: December 27

# Audience: Homeowners in snowy regions

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

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

Detailed Analysis of YouTube Channels, Databases, and Profiles

**Risks**: What could break

- Strong: Solid use

- Expert: Multiple examples

- Include emerging tools/standards (e.g.

- Rank by frequency × criticality (e.g.

Risks: What could break