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

General

PromptBeginner5 minmarkdownQuality: 20

Keep it scannable—bullet points

no fluff. Transparency about tradeoffs.

Jan 15, 2026

Find agent skills by outcome

Advise whether ice melt should be used

- **Strong**: Solid use

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

[1-paragraph bio: years exp

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

First

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

Then

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

# Audience: Homeowners in snowy regions

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

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

# - 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

- Forecasted snowfall

# Modified Date: December 27

**Risks**: What could break

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

1. Accept parameters such as ${platform:YouTube/Database/Profile}

- Use visualizations where applicable (e.g.

- Evaluate the structure and data of website databases

**Smells**: Tech debt

Detailed Analysis of YouTube Channels, Databases, and Profiles

Keep it scannable—bullet points

- Strong: Solid use

- Rank by frequency × criticality (e.g.

Risks: What could break

How: Key implementation decisions (patterns used

Smells: Tech debt