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

Find agent skills by outcome

USER INPUT (raw bullets

- Include **emerging tools/standards** (e.g.

- **Strong**: Solid use

- **Expert**: Multiple examples

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

[1-paragraph bio: years exp

Create skills and experience markdown file

After considering all factors

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

- Forecasted snowfall

First

# Modified Date: December 27

# - 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

# - 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

**Smells**: Tech debt

**Risks**: What could break

Keep it scannable—bullet points

Detailed Analysis of YouTube Channels, Databases, and Profiles

- Include emerging tools/standards (e.g.

- Strong: Solid use

- Expert: Multiple examples

- Rank by frequency × criticality (e.g.

Smells: Tech debt

Risks: What could break