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

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

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

- **Expert**: Multiple examples

- **Strong**: Solid use

First

# - 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

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

Then

- Forecasted snowfall

# Modified Date: December 27

# Audience: Homeowners in snowy regions

# - 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.

# - 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

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

**Smells**: Tech debt

- Use visualizations where applicable (e.g.

1. Accept parameters such as ${platform:YouTube/Database/Profile}

**Risks**: What could break

- Review user profiles

- Evaluate the structure and data of website databases

Detailed Analysis of YouTube Channels, Databases, and Profiles

- Rank by frequency × criticality (e.g.

- Include emerging tools/standards (e.g.

- Expert: Multiple examples

- Strong: Solid use

How: Key implementation decisions (patterns used

Smells: Tech debt

Risks: What could break