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 minmarkdown

- Evaluate the structure and data of website databases

identifying trends or anomalies.

Jan 15, 2026

Find agent skills by outcome

[1-paragraph bio: years exp

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

If helpful

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

- **Expert**: Multiple examples

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

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

- Forecasted snowfall

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

Then

First

# Audience: Homeowners in snowy regions

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

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

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

# Modified Date: December 27

# - 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

**Smells**: Tech debt

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

**Risks**: What could break

Keep it scannable—bullet points

Detailed Analysis of YouTube Channels, Databases, and Profiles

- Evaluate the structure and data of website databases

- Rank by frequency × criticality (e.g.

- Include emerging tools/standards (e.g.

- Expert: Multiple examples

Smells: Tech debt

How: Key implementation decisions (patterns used

Risks: What could break