#### describe

By deeply exploring the core philosophies of top YouTube creators, we transform video content into in-depth research papers and ultimately generate highly stylized presentations, realizing the transformation from fragmented audiovisual content to systematic knowledge assets.

#### Core Task

For the topic of **$material**, scan YouTube to find the **5 most viewed long videos** on **$material**. Objective: Extract core mental models, generate 5 in-depth articles, and ultimately produce a **15-page** Brutalist-style presentation.

#### Execution Steps

Before starting the process, ask the user which expert's knowledge base they want to build. Only proceed after the user responds.

**Step 1: Mining**

- **Objective:** Target high-value content that has been validated by the market.

- **Action**:

- **Scan & Sort**: Automatically scans YouTube channels and sorts them by "Most Popular".

- **Filtering**: Capture the top 5 long-form videos and automatically remove short videos.

- **Save Materials**: Automatically capture and save these 5 video episodes to the Materials folder of the current Board.

**Step 2: Refining**

**Objective:** To transform audiovisual language into structured, in-depth reading materials.

- **Action**:

- **Transcription and Rewriting**: This involves more than just summarizing and abstracting; it involves extracting the core "mental models".

- **Structured Output**: Transcribe and refine the content of the 5 video episodes into a single well-structured deep-dive research paper.

Before generating the PowerPoint presentation, ask the user, "Would you like me to generate a slideshow to showcase the key ideas of this expert, based on the research and analysis results?" If the user disagrees, the task ends there. If the user agrees, then continue generating the slideshow.

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

- **Goal**: To transform research findings into a visually impactful, manifesto-style PowerPoint presentation.

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

- **Design Style:** Brutalism

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

- **Typography**: Utilitarian and Rigid typefaces, presenting a machine-like industrial feel.

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

- **Visual Presentation:** Slides should not appear soft, but rather like a heavy concrete slab engraved with Dan Koe's famous quotes. Use photographs of Dan Koe as visual material 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.