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

Find agent skills by outcome

After considering all factors

Create skills and experience markdown file

[1-paragraph bio: years exp

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

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

USER INPUT (raw bullets

- **Expert**: Multiple examples

- **Strong**: Solid use

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.

First

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

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

Then

- Forecasted snowfall

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

# - 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

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

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

# Modified Date: December 27

Keep it scannable—bullet points

Detailed Analysis of YouTube Channels, Databases, and Profiles

- Include emerging tools/standards (e.g.

- Rank by frequency × criticality (e.g.

- Expert: Multiple examples

- Strong: Solid use