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

- Give concrete facts

not abstract comparisons

Jan 16, 2026

General

PromptBeginner5 minmarkdown

- If hypotheses disproven

generate new ones from gathered information

Jan 16, 2026

Find agent skills by outcome

USER INPUT (raw bullets

First

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

- Forecasted snowfall

Then

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

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

# Modified Date: December 27

# - 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.

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

- Use visualizations where applicable (e.g.

When to clear the snow (generic)

# Audience: Homeowners in snowy regions

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

- Review user profiles

Keep it scannable—bullet points

- Evaluate the structure and data of website databases

**Risks**: What could break

**Smells**: Tech debt

Detailed Analysis of YouTube Channels, Databases, and Profiles

- Give concrete facts

- If hypotheses disproven

Risks: What could break

Smells: Tech debt