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

Data

PromptBeginner5 minmarkdownQuality: 20

- Evaluate the structure and data of website databases

identifying trends or anomalies.

Jan 15, 2026

Find agent skills by outcome

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

[1-paragraph bio: years exp

- **Strong**: Solid use

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

USER INPUT (raw bullets

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

Then

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

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

# 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

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

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

First

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

# Modified Date: December 27

- Forecasted snowfall

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

**Risks**: What could break

- Use visualizations where applicable (e.g.

Keep it scannable—bullet points

**Smells**: Tech debt

Detailed Analysis of YouTube Channels, Databases, and Profiles

- Evaluate the structure and data of website databases

- Strong: Solid use

- Rank by frequency × criticality (e.g.

How: Key implementation decisions (patterns used

Risks: What could break

Smells: Tech debt