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

- Review user profiles

extracting relevant information based on the specified criteria.

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

[1-paragraph bio: years exp

- **Strong**: Solid use

Based on the recent and forecasted precipitation

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

If helpful

First

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

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

# Audience: Homeowners in snowy regions

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

Then

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

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

# - 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

- 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}

**Smells**: Tech debt

Detailed Analysis of YouTube Channels, Databases, and Profiles

- Review user profiles

- Evaluate the structure and data of website databases

- Strong: Solid use

- Rank by frequency × criticality (e.g.

Risks: What could break

How: Key implementation decisions (patterns used

Smells: Tech debt