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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

**Smells**: Tech debt

**Risks**: What could break

Keep it scannable—bullet points

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

- Once action taken

- For each option: WHY it exists

- On transient errors

- When multiple valid approaches: speculate

- Share recommendation with reasoning

- Give concrete facts

- Policies

- If hypotheses disproven

2. Apply Deepthink Protocol (reason about dependencies

- Policy rules

If you can track internally

If not

- Identify gaps

- Scan package.json

- Look for CLAUDE.md

- Check for .claude/ folder (agents

Ultrathinker

Smells: Tech debt

Risks: What could break

How: Key implementation decisions (patterns used