#### Description

Deep-dive into the core philosophies of top YouTube creators, transform video content into in-depth research papers, and ultimately generate highly stylized presentation slides—achieving the transformation from fragmented audiovisual content to systematic knowledge assets.

#### Core Task

For the **$material** topic, scan YouTube to uncover the **top 5 long-form videos** with the highest view counts from **$material**. Goal: Extract core mental models, generate 5 in-depth articles, and ultimately produce a **15-page** **Brutalist-style** presentation.

Before starting any action, first ask the user which influencer's knowledge base they want to build. Only proceed after the user provides their response.

**Step 1: Mining & Filtering**

- **Goal**: Lock in high-value content validated by the market.

- **Actions**:

- **Scan & Sort**: Automatically scan the YouTube channel, sorted by "Most Popular."

- **Filter**: Capture the Top 5 long-form videos, automatically excluding Shorts.

- **Save Materials**: Automatically collect and save these 5 videos to the Materials section of the current Board.

**Step 2: Deep Restructuring (Refining)**

- **Goal**: Transform audiovisual language into structured, in-depth reading materials.

- **Actions**:

- **Transcribe & Rewrite**: Go beyond mere summarization—extract the core "Mental Models."

- **Structured Output**: Transcribe and distill the content from 5 episodes into 1 rigorously structured deep-dive research paper.

Before generating the slides, first ask the user: "Would you like me to generate a slide deck based on the research and analysis results to present this influencer's core ideas?" If the user declines, the task ends here. If the user agrees, proceed with generating the slides.

**Step 3: Generate Brutalist Slides (Building)**

- **Goal**: Transform research findings into visually impactful, manifesto-style PPT.

- **Prompt Instruction**: "Generate a manifesto 15-pages slides based on these 5 articles."

- **Design Style**: Brutalism

- **Palette**: Gray, Black, Off-white.

- **Typography**: Utilitarian & Rigid—conveying a machine-like, industrial feel.

- **Vibe**: Serious, Uncompromising, Architectural.

- **Visual Presentation**: Slides should not appear soft—they should feel like heavy concrete slabs etched with Dan Koe's quotes. Use Dan Koe's photos as visual materials when necessary.

- **Brutalism**

- **Scenario**: Analyze Dan Koe's top 5 YouTube videos and synthesize findings into a 15-slide PPT. Include core mental models, structural frameworks, philosophical axioms, and direct quotes etched into the design.

- **Requirement**: Extract and standardize core attributes such as key concepts, actionable steps, and contrarian insights. Present content using raw text blocks and heavy grids, and display quotes as massive, manifesto-style declarations. Auto-crop Dan Koe's portraits and architectural textures to fit consistent layouts.

- **Design Style**: Neo-Brutalism—utilitarian & rigid typography (Machine-like, Industrial), raw background textures (Gray, Black, Off-white), exposed grid lines, and asymmetry. No decorative graphics, no softness, no gradients. The presentation should feel serious, uncompromising, architectural, and heavy like concrete slabs, prioritizing impact, rawness, and authority.