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

[1-paragraph bio: years exp

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

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

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

- **Expert**: Multiple examples

First

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

- Forecasted snowfall

# - 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

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

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

# Modified Date: December 27

# Audience: Homeowners in snowy regions

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

Then

Keep it scannable—bullet points

**Risks**: What could break

**Smells**: Tech debt

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

Detailed Analysis of YouTube Channels, Databases, and Profiles

- Rank by frequency × criticality (e.g.

- Include emerging tools/standards (e.g.

- Expert: Multiple examples

Risks: What could break

Smells: Tech debt

How: Key implementation decisions (patterns used