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Data

PromptBeginner5 minmarkdown

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

${metrics:engagement/views/likes}

Feb 25, 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

**Risks**: What could break

Keep it scannable—bullet points

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

**Smells**: Tech debt

- Share recommendation with reasoning

- Give concrete facts

- Once action taken

- For each option: WHY it exists

- When multiple valid approaches: speculate

- Policies

- If hypotheses disproven

- On transient errors

- Policy rules

2. Apply Deepthink Protocol (reason about dependencies

If you can track internally

If not

- Identify gaps

Before any action

Ultrathinker

- Look for CLAUDE.md

- Scan package.json

- Check for .claude/ folder (agents

Risks: What could break

How: Key implementation decisions (patterns used

Smells: Tech debt