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

Data

PromptBeginner5 minmarkdown

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

${metrics:engagement/views/likes}

Jan 16, 2026

General

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- Review user profiles

extracting relevant information based on the specified criteria.

Jan 16, 2026

General

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- If hypotheses disproven

generate new ones from gathered information

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General

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- Once action taken

it cannot be undone

Jan 16, 2026

Find agent skills by outcome

Based on the recent and forecasted precipitation

Then

- Forecasted snowfall

# - 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

First

# Modified Date: December 27

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

# - 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

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

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

- Evaluate the structure and data of website databases

# Audience: Homeowners in snowy regions

When to clear the snow (generic)

- Use visualizations where applicable (e.g.

**Smells**: Tech debt

**Risks**: What could break

Keep it scannable—bullet points

Detailed Analysis of YouTube Channels, Databases, and Profiles

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

- Review user profiles

- If hypotheses disproven

- Once action taken

Smells: Tech debt

Risks: What could break