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

- Share recommendation with reasoning

then ask user to decide

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

Then

# - 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

- Forecasted snowfall

# 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

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

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

Keep it scannable—bullet points

**Risks**: What could break

- Review user profiles

# Audience: Homeowners in snowy regions

**Smells**: Tech debt

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

- Use visualizations where applicable (e.g.

When to clear the snow (generic)

- Evaluate the structure and data of website databases

Detailed Analysis of YouTube Channels, Databases, and Profiles

- Share recommendation with reasoning

- If hypotheses disproven

Risks: What could break

Smells: Tech debt