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 minmarkdown

- If hypotheses disproven

generate new ones from gathered information

Jan 15, 2026

Find agent skills by outcome

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

First

# - 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

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

# Modified Date: December 27

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

# Audience: Homeowners in snowy regions

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

- Forecasted snowfall

Then

# 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

When to clear the snow (generic)

**Risks**: What could break

**Smells**: Tech debt

Keep it scannable—bullet points

- Review user profiles

- Evaluate the structure and data of website databases

- Use visualizations where applicable (e.g.

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

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

Detailed Analysis of YouTube Channels, Databases, and Profiles

- If hypotheses disproven

- Rank by frequency × criticality (e.g.

Risks: What could break

Smells: Tech debt

How: Key implementation decisions (patterns used