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

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

Advise whether ice melt should be used

Based on the recent and forecasted precipitation

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

- **Strong**: Solid use

USER INPUT (raw bullets

- **Expert**: Multiple examples

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

[1-paragraph bio: years exp

- Forecasted snowfall

First

Then

# - 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

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

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

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

# Modified Date: December 27

# - 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

Keep it scannable—bullet points

**Smells**: Tech debt

**Risks**: What could break

Detailed Analysis of YouTube Channels, Databases, and Profiles

- Include emerging tools/standards (e.g.

- Strong: Solid use

- Expert: Multiple examples

- Rank by frequency × criticality (e.g.

Smells: Tech debt

Risks: What could break