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

Find agent skills by outcome

- **Expert**: Multiple examples

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

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

[1-paragraph bio: years exp

USER INPUT (raw bullets

Based on the recent and forecasted precipitation

Create skills and experience markdown file

Advise whether ice melt should be used

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

# - 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

# Audience: Homeowners in snowy regions

# Modified Date: December 27

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

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

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

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

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

- Review user profiles

Keep it scannable—bullet points

Detailed Analysis of YouTube Channels, Databases, and Profiles

- Expert: Multiple examples

- Include emerging tools/standards (e.g.

- Rank by frequency × criticality (e.g.

How: Key implementation decisions (patterns used