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

Keep it scannable—bullet points

no fluff. Transparency about tradeoffs.

Jan 15, 2026

General

PromptBeginner5 minmarkdown

Smells: Tech debt

workarounds

Jan 15, 2026

Data

PromptBeginner5 minmarkdown

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

${metrics:engagement/views/likes}

Jan 15, 2026

Find agent skills by outcome

Based on the recent and forecasted precipitation

USER INPUT (raw bullets

Create skills and experience markdown file

After considering all factors

# - Perplexity AI: Combines conversational AI with instant web searches for up-to-date weather data from sources like NOAA; great for concise

- Forecasted snowfall

Then

First

# 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

# - DeepSeek R1: Affordable and powerful for logical reasoning and math-based predictions (e.g.

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

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

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

# Modified Date: December 27

# Audience: Homeowners in snowy regions

**Risks**: What could break

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

- Evaluate the structure and data of website databases

When to clear the snow (generic)

Detailed Analysis of YouTube Channels, Databases, and Profiles

Keep it scannable—bullet points

**Smells**: Tech debt

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

Risks: What could break

How: Key implementation decisions (patterns used

Smells: Tech debt