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

Data

PromptBeginner5 minmarkdown

- Evaluate the structure and data of website databases

identifying trends or anomalies.

Jan 16, 2026

General

PromptBeginner5 minmarkdown

- Review user profiles

extracting relevant information based on the specified criteria.

Jan 16, 2026

Find agent skills by outcome

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

If helpful

After considering all factors

Create skills and experience markdown file

[1-paragraph bio: years exp

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

- **Expert**: Multiple examples

USER INPUT (raw bullets

Then

- Forecasted snowfall

First

# 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

# Modified Date: December 27

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

# - 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.

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

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

**Smells**: Tech debt

Keep it scannable—bullet points

Detailed Analysis of YouTube Channels, Databases, and Profiles

- Evaluate the structure and data of website databases

- Review user profiles

- Rank by frequency × criticality (e.g.

- Expert: Multiple examples

Smells: Tech debt