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

Create skills and experience markdown file

USER INPUT (raw bullets

- **Expert**: Multiple examples

- **Strong**: Solid use

[1-paragraph bio: years exp

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

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

Based on the recent and forecasted precipitation

Advise whether ice melt should be used

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

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

- Forecasted snowfall

Then

First

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

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

# - 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

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

# Modified Date: December 27

# Audience: Homeowners in snowy regions

- Evaluate the structure and data of website databases

Detailed Analysis of YouTube Channels, Databases, and Profiles

- Expert: Multiple examples

- Strong: Solid use

- Rank by frequency × criticality (e.g.

- Include emerging tools/standards (e.g.