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

General

PromptBeginner5 minmarkdown

Smells: Tech debt

workarounds

Jan 15, 2026

Find agent skills by outcome

After considering all factors

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

- **Strong**: Solid use

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

Advise whether ice melt should be used

Create skills and experience markdown file

USER INPUT (raw bullets

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

Then

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

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

- Forecasted snowfall

# - 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

# Modified Date: December 27

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

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

# Audience: Homeowners in snowy regions

First

**Risks**: What could break

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

Detailed Analysis of YouTube Channels, Databases, and Profiles

- Evaluate the structure and data of website databases

**Smells**: Tech debt

- Rank by frequency × criticality (e.g.

- Strong: Solid use

- Include emerging tools/standards (e.g.

Risks: What could break

How: Key implementation decisions (patterns used

Smells: Tech debt