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

General

PromptBeginner5 minmarkdown

Risks: What could break

what needs monitoring

Jan 16, 2026

Find agent skills by outcome

After considering all factors

[1-paragraph bio: years exp

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

- **Expert**: Multiple examples

- **Strong**: Solid use

USER INPUT (raw bullets

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

Then

- Forecasted snowfall

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

First

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

# Modified Date: December 27

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

# - 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.

# Audience: Homeowners in snowy regions

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

- Evaluate the structure and data of website databases

- Review user profiles

**Smells**: Tech debt

Detailed Analysis of YouTube Channels, Databases, and Profiles

**Risks**: What could break

- Rank by frequency × criticality (e.g.

- Expert: Multiple examples

- Strong: Solid use

Smells: Tech debt

Risks: What could break