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Data

PromptBeginner5 minmarkdown

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

${metrics:engagement/views/likes}

Mar 4, 2026

Data

PromptBeginner5 minmarkdown

Detailed Analysis of YouTube Channels, Databases, and Profiles

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.

Find agent skills by outcome

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

Detailed Analysis of YouTube Channels, Databases, and Profiles

- Evaluate the structure and data of website databases

**Risks**: What could break

**Smells**: Tech debt

Keep it scannable—bullet points

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

- Once action taken

- When multiple valid approaches: speculate

- On transient errors

- For each option: WHY it exists

- Give concrete facts

- Share recommendation with reasoning

- Policies

- If hypotheses disproven

- Policy rules

2. Apply Deepthink Protocol (reason about dependencies

If not

- Identify gaps

If you can track internally

- Scan package.json

- Look for CLAUDE.md

- Check for .claude/ folder (agents

Ultrathinker

Risks: What could break

Smells: Tech debt

How: Key implementation decisions (patterns used