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Creating the Brainforest: How Sana A. Ahmed uses the LYT frameworks (Obsidian) thumbnail

Creating the Brainforest: How Sana A. Ahmed uses the LYT frameworks (Obsidian)

5 min read

Based on Linking Your Thinking with Nick Milo's video on YouTube. If you like this content, support the original creators by watching, liking and subscribing to their content.

TL;DR

Sana A. Ahmed’s Brain Forest uses Obsidian’s Graph view to make note relationships and hierarchy visible, supporting both coursework progress and research design.

Briefing

Sana A. Ahmed’s capstone for the Light workshop reframes personal knowledge management as a “world-building” experience: she builds an Obsidian-based system she calls the Brain Forest, then publishes it in a way that makes ideas easier to navigate, not just store. The core move is treating structure, visuals, and even emoji semantics as part of how thinking flows—so the system supports research, content creation, and sharing with less friction.

Obsidian’s Graph feature becomes the centerpiece for her day-to-day work. By customizing the graph view, she can see visual hierarchy and relationships among notes and projects, which helps her make progress inside a dense course and support research design for a white paper. She also relies on Obsidian’s “existing files only” behavior to control clutter: when enabled, she avoids surfacing large numbers of empty notes created during contextual learning, keeping the Brain Forest usable rather than crowded.

Her file organization is intentionally clean but not “best practice” by fluid-framework standards. She keeps a small number of top-level folders and uses a status/category approach so items can be tucked away without endless scrolling. A distinctive design choice is that emojis function like a ranking system inside her folder hierarchy—emoji-labeled items sit above numerically labeled ones. That creates a tradeoff: she wants her journal near the top for usability, but she doesn’t want to sacrifice the visual consistency of emoji-only folder names.

Tags and loose relationships also play a role. Having never used tagging beyond social media, she adopts tags to create navigable connections, then visualizes those connections through the graph. But her biggest takeaway from the workshop is less about mechanics and more about intent: she builds a future-proof system that reflects how she researches and shares, while staying fun, expressive, and easy to publish.

To make the Brain Forest legible from the outside, she defines a “bird’s-eye view” home note she calls the Core. From there, she maps idea emergence through a four-phase model—ingesting, digesting, consuming, and ejesting—where ejesting is framed as content that can “fertilize” the Brain Forest (and, by extension, the wider internet). She connects this process to her marketing and branding lens, describing consumption as something that can be healthier when guided by a structured flow.

Publishing is designed to reduce clutter for viewers. Using Obsidian Publish, she adds custom headers so readers don’t face a wall of plain text, and she uses a custom theme built from Nick’s Cybertron theme plus CSS tweaks, with help from the Obsidian forum and Reggie from Cohort One. She also standardizes branding with the Futura font across her site and materials.

Her first major content release is an analysis of Richard Linklater’s Waking Life, structured with her write-up, scene-by-scene interpretations (with clips where available), and related links that route back into the Brain Forest. She plans to expand into branding, perception of reality, and other mediums (epubs, books, essays, videos), while setting dated goals and tracking deadlines through a separate project management app because Obsidian lacks reminders. The project ends with an invitation: readers can visit her website, donate, and email for a link to the system.

Cornell Notes

Sana A. Ahmed built an Obsidian-based personal knowledge management system called the Brain Forest, using visual structure, emoji semantics, and graph-based navigation to make ideas easier to process and publish. She uses Obsidian’s Graph feature to understand relationships and hierarchy, and she controls clutter with the “existing files only” option to prevent empty notes from overwhelming the system. Her “Core” home note provides a bird’s-eye view of idea emergence through a four-phase flow: ingesting, digesting, consuming, and ejesting. Publishing on Obsidian Publish is designed for readers, with custom headers, a tailored theme (Cybertron-derived CSS), and consistent branding via the Futura font. The Brain Forest also anchors her content work, starting with a structured analysis of Richard Linklater’s Waking Life.

Why does Sana A. Ahmed treat Obsidian’s Graph view as more than a visualization tool?

Graph view is central because it reveals visual hierarchy and relationships among notes and projects. That bird’s-eye perspective helps her make progress in dense coursework and supports research work like designing a white paper. She also uses graph-based visualization to make tag relationships legible, turning loosely connected notes into navigable pathways rather than isolated entries.

How does the “existing files only” setting change the day-to-day usability of the Brain Forest?

When “existing files only” is toggled on, she can avoid seeing large numbers of empty notes created through contextual learning. With it off, empty notes appear and reveal how dense the subject matter becomes—but she doesn’t want that clutter to crowd the system. The setting becomes a practical control knob between exploration and maintainable organization.

What role do emojis play in the Brain Forest’s structure and navigation?

Emojis aren’t just decorative; they function as part of her folder hierarchy ranking. Emoji-labeled items rank higher than numerically labeled ones, which creates friction for her journal placement: she wants the journal near the top but doesn’t want to replace emoji aesthetics with numbers across folders. She’s hoping for drag-and-drop folder reordering in Obsidian to resolve that tension.

What is the Brain Forest’s “Core,” and how does it connect to her idea of healthy consumption?

The Core is her home note that acts as a bird’s-eye view of what energizes the system. She maps idea emergence through four phases—ingesting, digesting, consuming, and ejesting—where ejesting is framed as content that can fertilize the Brain Forest and the broader internet. She links this flow to her marketing/branding lens, arguing that consumption can be healthier when guided by a structured process.

How does she balance expressive design with reader-friendly publishing?

She reduces clutter on Obsidian Publish by using custom headers instead of presenting a wall of plain text. She also builds a cohesive branded experience with a custom theme derived from Nick’s Cybertron theme plus CSS edits, and she standardizes typography with the Futura font. The goal is for viewers to stay in one place and explore without feeling overwhelmed.

How does the Brain Forest translate into concrete content work?

Her first major project is an analysis of Richard Linklater’s Waking Life. She structures it with her own write-up, then breaks down scenes with scene interpretations and related links that route back into the Brain Forest (clips are included where available, noting that not every scene has a clip on YouTube). This turns the system into both a thinking workspace and a publishable knowledge hub.

Review Questions

  1. How does the “existing files only” toggle help Sana A. Ahmed manage the tradeoff between exploration and long-term organization?
  2. In what ways do emojis function as a structural tool (not just decoration) inside the Brain Forest?
  3. How does the four-phase ingest/digest/consume/ejest model shape both her research workflow and her approach to publishing?

Key Points

  1. 1

    Sana A. Ahmed’s Brain Forest uses Obsidian’s Graph view to make note relationships and hierarchy visible, supporting both coursework progress and research design.

  2. 2

    The “existing files only” option is used to prevent empty contextual-learning notes from cluttering the system, while still allowing density to be inspected when needed.

  3. 3

    Folder organization is intentionally minimal and clean, with emojis acting as a ranking mechanism that affects where content sits in the hierarchy.

  4. 4

    A “Core” home note provides a bird’s-eye map of idea emergence through ingesting, digesting, consuming, and ejesting—framed as a healthier model of consumption.

  5. 5

    Publishing on Obsidian Publish is treated as a reader experience problem, addressed with custom headers, reduced clutter, and consistent branding.

  6. 6

    Her content pipeline starts with a structured analysis of Richard Linklater’s Waking Life and is designed to expand into other mediums and topics like branding and perception of reality.

Highlights

The Brain Forest treats structure and visuals as part of thinking—Graph view and hierarchy aren’t just for browsing, they guide how ideas get processed.
Emoji-labeled folders aren’t decorative; they rank above numerically labeled ones, creating real usability tradeoffs Sana A. Ahmed plans to solve with better reordering.
A four-phase flow (ingesting, digesting, consuming, ejesting) turns personal knowledge management into a model for “healthier consumption,” tied to her marketing lens.
Obsidian Publish is customized to avoid a wall of text, using custom headers and a theme built from Nick’s Cybertron plus CSS tweaks, with Futura for cohesive branding.

Topics

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