Excalidraw Writing Machine: Generate articles from your Visual Zettelkasten cards in Obsidian

Summary

このビデオでは、視覚的な情報管理（PKM）のフレームワークを紹介し、記事のビジュアルレイアウトをPDFに変換する方法を説明しています。テキストとイラストを組み合わせることで、記事の流れが明確になり、公開に近いドキュメントを作成することができます。Zettelkastenシステムを活用し、記事の初稿を効率的に作成する方法も提案されています。さらに、AIを活用して記事を自動生成する方法も紹介されています。

Takeaways

• 📚 動画では、記事のビジュアルレイアウトをPDFドキュメントに変換する方法が紹介されています。
• 🎨 ビジュアルPKMのワークフローは、個々のニーズに応じて柔軟に適用できます。
• 🔗 Zettelkastenシステムの強みは、プロジェクトをゼロから始めることなく、既存の情報を利用して記事の初稿を作成できることです。
• 📈 4D PKMは、テキストの次元に、リンクやイラストを加えることで情報をさらに豊かにします。
• 🎭 ビジュアルノートは、テキストと異なる並列処理で視覚情報を処理するため、視覚的にアイデアを整理することが重要です。
• 📝 視覚Zettelkastenは、カードの両面に視覚的な要約とサポート情報（出典や関連ノート）を含めることができます。
• 🤖 AIを活用して、生成されたテキストをさらに自動化し、記事の完成度を高めることができます。
• 📑 Excalidrawスクリプトを使用して、ビジュアルレイアウトからテキストを抽出し、記事の構造を自動生成します。
• 🛠️ テンプレートやAIツールを組み合わせることで、記事のスタイルやフォーマットをカスタマイズできます。
• 🔧 Excalidrawスクリプトは編集可能で、個々のZettelkastenシステムに合わせて調整できます。
• 👀 矢印の配置順序は、スクリプトによって解釈される記事の流れに影響を与えるため、注意して配置する必要があります。

Q & A

ビデオで紹介された「visual PKM」とは何ですか？

visual PKMとは、視覚的に情報を整理し、記事やブログポストなどの創作プロセスを効率化する手法です。テキストと画像を組み合わせて情報を整理し、より効果的な情報管理と創作を可能にします。

ビデオの目的は何ですか？

ビデオの目的は、視覚的に記事のレイアウトをPDFドキュメントに変換し、テキストの流れが自然で読みやすい、ほぼ出版準備ができているドキュメントを作成する方法を示すことです。

Zettelkastenシステムとは何であり、どのように役立つのですか？

Zettelkastenはドイツ語で「ノートの箱」を意味し、情報をカードやノートとして整理するシステムです。このシステムにより、新しいプロジェクトを始めた際にゼロから始めることなく、既存のノートから情報を引き出して記事のドラフトを作成することができます。

4D PKMとは何で、なぜ重要なのですか？

4D PKMは、テキスト（一次元）、個々のドキュメント（二次元）、ノート間のリンク（三次元）、そしてイラストやアイコンなどの視覚要素（四次元）を含む情報管理システムです。視覚的な情報処理は並列的に行われ、テキストと比べて情報の整理と理解を助けます。

ビデオで紹介された「visual Zettelkasten」とは何ですか？

visual Zettelkastenは、視覚的な側面とテキストの側面を持つノートを作成し、カードの表側に視覚的な表現を、裏側にサポート的な背景情報を配置するシステムです。これにより、アイデアを視覚的に組織化し、より強力な情報管理が実現できます。

Excalidrawスクリプトとは何であり、どのように使われるのですか？

Excalidrawスクリプトは、Excalidrawという図形作成ツールを自動化するためのスクリプトで、記事のレイアウトからテキストを抽出し、それに基づいてドキュメントを作成します。

AIを使って記事を生成する際の利点は何ですか？

AIを利用することで、既存のテキストを分析し、新しいコンテンツを生成することができます。これにより、創造的なプロセスを加速させ、記事の質や多様性を高めることができます。

テンプレートを使用する際の注意点は何ですか？

テンプレートを使用する際は、生成されたテキストがテンプレートのプレースホルダに適切に置き換わることを確認する必要があります。また、テンプレートの選択は記事の内容や目的に合わせて行う必要があります。

スクリプトの設定を変更するにはどうすれば良いですか？

スクリプトの設定を変更するには、Excalidrawのプラグイン設定から「Excalidraw Writing Machine」を見つけ、必要に応じて概要のセクション名やソースのセクション名、テンプレートのパス、画像の埋め込み設定などを変更します。

スクリプトをカスタマイズする際のポイントは何ですか？

スクリプトをカスタマイズする際は、自分のZettelkastenシステムに合わせて調整し、必要に応じてExcalidrawスクリプトのコメントや構造を理解して編集する必要があります。また、エラーを見つけるためには、開発者コンソールを利用して生成された変数を確認することも重要です。

ビデオで紹介されたワークショップとは何ですか？

ビデオで紹介されたワークショップは、視覚的思考フレームワークやPKMに関する詳細を学ぶことができるプログラムです。参加者はフレームワークの詳細を学び、スクリプトやObsidianの自動化についても議論することができます。

Outlines

00:00

😀 視覚的なPKMの紹介

この段落では、Joltが視覚的なPKM（Personal Knowledge Management）を紹介し、記事の視覚レイアウトをPDFに変換する方法を説明しています。このプロセスは、テキストの流れが自然で、イラストが適切に配置され、ほぼ出版準備ができているドキュメントを作成することができます。Joltは、このワークフローは個々のニーズに応じて柔軟に適用できると強調しています。

05:02

📚 Zettelkastenシステムの可能性

第二段落では、Zettelkastenシステムの可能性について議論されています。Joltは、良いZettelkastenシステムがあれば、ブログ記事や動画、記事など、何をしていても最初から始めることなく、既存の情報を元に記事のドラフトを作成できると説明しています。また、4次元PKMと視覚的なZettelkastenの概念についても紹介しており、テキストと視覚情報を組み合わせることでの知覚の違いを強調しています。

10:02

🖌️ 視覚的なZettelkastenの活用

第三段落では、視覚的なZettelkastenの活用方法が紹介されています。Joltは、Excalidrawのノートの両面、すなわちマークダウン側とイラスト側を利用することで、視覚的な概要と裏側のサポート情報を組み合わせることができると説明しています。このアプローチは、アイデアの視覚的な組織化を促進し、より強力な情報管理を可能にします。

15:03

🔧 執筆マシンスクリプトの紹介

第四段落では、Excalidrawのスクリプトである執筆マシンスクリプトの機能とインストール方法について説明されています。このスクリプトは、視覚レイアウトからテキストを抽出し、記事の骨組みを作成することができます。Joltは、スクリプトの使い方と、Obsidianのツールパネルからスクリプトをインストールする手順を紹介しています。

20:07

🤖 AIを用いた記事生成

第五段落では、AIを利用して記事を生成する方法が紹介されています。Joltは、生成されたテキストをChad GPTに貼り付け、より高度な記事を作成するプロセスを説明しています。また、AI for Templatorというプラグインを用いて、テンプレートから記事を生成するプロセスも紹介されています。

25:08

🛠️ スクリプトのカスタマイズと注意点

第六段落では、スクリプトのカスタマイズ方法と注意点が紹介されています。Joltは、スクリプトの編集方法と、Excalidrawのスクリプト機能の柔軟性を強調しています。また、矢印の配置順序が生成されたテキストの流れに影響を与えるため、注意を払う必要があると警告しています。

Keywords

💡visual PKM

visual PKMは、視覚的な要素を利用して個人の知識を整理し、管理する手法を指します。このビデオでは、視覚的なレイアウトからPDF文書への変換方法が紹介されており、テキストの流れとイラストの組み合わせが重要です。視覚的な情報処理はテキストとは異なり、並行して処理されるため、視覚的なノートは視覚的な思考フレームワークに適しています。

💡Zettelkasten

Zettelkastenは、ドイツの学者ニコラス・ルメールによって開発された知識管理システムです。ビデオでは、Zettelkastenシステムを用いて記事のドラフトを作成し、それを視覚的なレイアウトに変換する方法が説明されています。Zettelkastenは、個別のカードに情報を整理し、それらを相互にリンクさせることで、複雑な概念を整理しやすくするツールです。

💡4D PKM

4D PKMは、テキストドキュメント、個別ドキュメント、リンク、そしてイラストを組み合わせた四次元的な知識管理手法です。ビデオでは、4D PKMを通じて視覚的なノートを作成し、それらを再利用してアイデアを接続する方法が紹介されています。視覚的な要素の追加は、テキスト情報処理と視覚情報処理の違いを活かし、より強力な知識表現を可能にします。

💡Excalidraw

Excalidrawは、シンプルなスケッチとダイアグラムを作成するためのウェブアプリケーションです。ビデオでは、Excalidrawを使用して視覚的なレイアウトを作成し、それをPDF文書に変換するプロセスが説明されています。Excalidrawのスクリプト機能を利用して、視覚的なノートから自動的に文書を生成することが可能です。

💡テンプレート

テンプレートは、文書やプレゼンテーションの標準的なレイアウトやスタイルを定義するもので、ビデオではExcalidrawスクリプトとAIを使用してテンプレートに基づいて文書を生成する方法が紹介されています。テンプレートは、ユーザーが必要な情報を入力するだけですぐに使用できるようにしており、視覚的なレイアウトから文書を作成するプロセスを効率化します。

💡AI for Templator

AI for Templatorは、テンプレートに基づいてテキストを自動生成するプラグインです。ビデオでは、このプラグインを使用して、Excalidrawで作成された視覚的なノートから文書を生成するプロセスが説明されています。AIの力を借りて、ユーザーはテンプレートに従って記事やレポートを簡単に作成することができ、知識の整理と共有を簡素化できます。

💡Markdown

Markdownは、テキストベースのマークアップ言語で、プレーンテキストファイルに書式を追加するための簡単なルールセットを提供します。ビデオでは、Markdownコードブロックを用いて生成されたテキストをObsidianに貼り付ける方法が示されています。Markdownは、文書の構造やスタイルを定義するのに役立ち、また、AIツールとの互換性も高くなっています。

💡視覚的思考フレームワーク

視覚的思考フレームワークは、視覚的な表現を用いてアイデアを整理し、接続する手法を指します。ビデオでは、このフレームワークに基づいて視覚的なノートを作成し、それらを文書やプレゼンテーションに変換する方法が説明されています。視覚的思考は、人間の視覚的な情報処理能力を利用し、複雑な概念や関係をより直感的に理解しやすくします。

💡生成的AI

生成的AIは、入力されたデータに基づいて新しいテキスト、画像、音楽などを生成するAI技術です。ビデオでは、生成的AIを使用して、視覚的なノートから自動的に文書を生成する方法が紹介されています。生成的AIは、ユーザーの創造的なプロセスを補助し、知識の整理や共有を効率化するのに役立ちます。

💡Obsidian

Obsidianは、ローカルファイルベースの知識管理ツールで、Markdownファイルを用いてノートを整理し、リンクを通じてノート間を接続することができます。ビデオでは、Obsidianを使用して視覚的なノートを管理し、Excalidrawスクリプトを通じてそれらを文書に変換する方法が説明されています。Obsidianの柔軟性とカスタマイズ性は、視覚的思考フレームワークの実践者に適しています。

Highlights

展示如何将文章的视觉布局转换为外观良好、阅读体验佳的PDF文档。

介绍工作流程的灵活性，可以根据个人需求进行调整。

强调Zettelkasten系统的重要性，它承诺用户无需从零开始创作。

解释4D个人知识管理（PKM）的概念，包括文本、独立文档、链接和插图。

讨论视觉思考框架和Zettelkasten在信息处理中的作用。

展示如何使用Excalidraw脚本将视觉布局转换为文档。

介绍Excalidraw写作机器脚本的安装和使用。

展示如何使用AI工具如GPT-3来增强文档内容。

讨论AI for Templator插件的使用，以及如何与Excalidraw脚本结合。

提供模板和脚本的下载链接，以便用户自定义和使用。

展示如何通过调整箭头顺序来控制文档生成的逻辑。

提供关于如何编辑和自定义Excalidraw脚本的提示。

鼓励用户在评论中分享他们使用这些工具的经验和建议。

推广视觉思考工作坊，提供更多关于框架和Obsidian自动化的信息。

总结并强调视觉组织想法和创建文档的潜力。

Transcripts

hey everyone it's jolt here welcome to

visual PKM in today's video I want to

show you how you can convert this visual

layout of an article into this PDF

document that looks good and reads well

the flow of the text makes sense and

there are nice illustrations and overall

it's a document that's almost publishing

ready of course it is not publishing

ready you would need to do some more

work but this is a pretty good start of

an article so before we dive into the

guts of the conversation I just want to

highlight that what I'm going to show

you today is fully adaptable to your

needs if you dislike generative AI you

can skip that part if you don't want to

create custom templator scripts you can

skip that part as well the workflow is

adaptable to how far you want to go with

it now before jumping into the actual

solution there are two things I want to

talk about just to set the scene thing

number one is the promise of zel

Cen practically any book you read on

this subject you will see this promise

that if you have a good zle Casten

system then you will never start from

scratch be it a blog post a video an

article whatever you're working on you

will not need to start from scratch

because you can simply pick up a branch

from your zettle Caston system lay out

the cards and bang you have a good draft

a good first draft of your article all

you need to do is to stitch it together

now I've been always envious of this and

today I think I have a solution that can

actually make this

happen the second part of setting the

scene is about the promises or claims I

make in the mindset visual thinking

framework I advocate for

four-dimensional PKM and for visual

thatle Casten so let's look at these two

topics 4D PKM can be best understood

bottom up so what is two-dimensional PKM

well the First Dimension are the text

documents that you're writing and I call

this linear text because you need to

read from the top left to the bottom

right or of course if your language

reads from a different direction than

following that direction and that's

Dimension number one your linear text

the second dimension are the separate

documents that you're creating each

document its own file maybe in your file

system you can elevate your game by

implementing threedimensional PKM and in

my understanding and my

interpretation this is what Thiago Forte

and Nick Milo are advocating they're

Advocates of 3D PKM the third dimension

is the links between your notes so if

you have a two-dimensional PKM but you

add links between keywords and files

sort of like your own Viki system then

Wikipedia then the third dimension

appears here and those are the links now

what's the fourth dimension well the

fourth dimension is when you start to

add illustrations and it's not only

adding illustrations but when you start

to reuse illustrations like icons and

parts of images and use those images

across various notes to connect ideas

and I call this a next Dimension because

the VY processing information is very

different from how we process text text

we process linearly visuals we process

in a parallel way so a good mindset to

demonstrate this

how a linear text differs from a visual

note is if you think about a shop

receipt versus a shop window which one

is faster if you want to find out what

the shop is selling

now the other concept I want to talk

about is visual thatle

castan this Builds on the concept of

having notes that have two sides a

visual side and a textual side so let me

show you in this case if I select my

note here and open the back side of the

note so the back side is the markdown

side of this note then here I have all

sorts of text notes that are related to

this again if I flip this over to exol

dra View mode then I can see the drawing

if I flip this over to markdown View

mode then I can see the markdown side of

the document and I can see my notes of

course you can achieve this not only

with excolo for example the slide notes

on slides in PowerPoint act in a similar

surve but my idea is or my advocacy is

that this way you can include your

visual representation your visual

summary on a card on the front and

supporting background information like

your sources like the summary of the

idea like related notes on the back of

the card and so my promise is the

following that by visually organizing

your ideas you get to something that's

much more powerful than shuffling bullet

points and this is where the whole idea

of visual zle castan comes in that you

have your notes as visual zle castan

notes each of these cards are an

individual zettle castan node that you

can switch over or flip over to see

what's on the back side but when you

need to organize your ideas you can

organize it at this visual level now the

these were the setting the scene topics

there's one more thing I wanted to bring

in here and that is Ted blizzard who

approached me yesterday with an email

and he shared with me his idea or vision

for the paper writing machine this is

practically a tool that helps academics

produce documents with citations and

this Builds on the whole idea that we

talked about until now with the zettle

cting system that you're reading books

articles take notes on the web and you

capture all of these in your zle casting

notes and from this you can create maybe

VI a data view query maybe with other

tools you can create an outline of your

paper and then you can convert that into

a document that's maybe a ver document

or Google Docs or whatever so this is

the solution that I want to show you

today so the components of the solution

that we are going to look at are a

visual layout in exol draw and we're

going to look at that in just one second

it's an exol dra script it's the exol

dra writing machine script it's ch GPT

obsidian templator and ai4 templator as

two additional plugins on top of exol

and it's a templator template and again

you can go as far or as little as you

like so let's start with this visual

layout that you can follow so this is

the basic concept that first I want to

show you and then we'll look at the

actual example that we looked at the

beginning so this the way this works is

the script the exol draw writing machine

script will go through your sequence of

arrows and capture the text from the

different elements so here it will start

with the main title then the next lines

until there's a fork in the road are

just simply going to be paragraphs

within that main title or under the main

title and then you have a fork on the

road then the first text be it on the

arrow or be it a separate text element

is going to be your section heading and

again it's going to be followed by the

paragraphs that follow in a linear way

later on and if you have a z castan note

like in this case so again I can show

you this is a zle Casta node that is a

very simple node so I have this Source

section that says the mindset framework

and the idea that this is the idea so if

you have this layout then you need to

select the very first element in your

sequence and you need to

run

the excal through writing machine script

then I run the script I can choose a

template to use now I'm going to select

another file and press Escape I'll

explain about this later for now all I

wanted to do is is not to use a template

and you can see the end result so

there's the main title that's a level

two heading then I have paragraph 1 two

and three then I have section 2 one here

with paragraph one and two and then I

have section 22 and I have paragraph 22

one I have the image under the image I

have the text that we saw on the back

and I have the Source here in Brackets

afterwards uh so I have the reference to

the source for this note so this is the

output that the script generates so now

let's look at how you can use this

output I'm going to close this and I'm

going to actually head over to my

writing machine demonstrations uh page

now before we get going I want to show

you how to install the exol writing

machine script it's pretty simple you

need to click here on the obsidian tools

panel and here you need to select the

first button that's install or update

excal draw scripts and once it loads you

need to just type in

writing machine it will take you to this

link to the excal writing machine and

you can click here to install the

script so what you can see here are my

cards from the book on a page summary

for Atomic habits so each of these cards

if you can look at this each of these

cards you're not going to be very

surprised or a visuals that will cost a

no so on the back of the card I have

some data here about the source about

the idea I have my 360 view of the idea

and so on on so there's lots of content

here for each of the cards as I was

creating these cards I was creating each

of them as a z Casta note in my system

but of course each of these comes from

somewhere in uh James clear's book and

you can see that I've created this flow

that it starts with the book cover then

there's a brief introduction of what

this article is is going to be about and

then I continue on with four sections in

my article tiny actions can lead to Big

differences why focus on identity and on

system is crucial Etc you can read these

so if now I click on Atomic habits and

again I

start the writing

machine writing machine script again

still I'm not going to choose the

templator script I'm going to select

another file the reason I see this menu

first time you run the script but we'll

look at that you will not see this menu

but only the next one but if youve

already selected a template it's going

to be offered to you if I choose to

select another file and press Escape

then it means that I'm not using any

template so when I do this you can see

that this document was created it's the

same as the document we looked at in

this case so it follows the same logic

you can see here the images the text and

here you go so here's the stitched

together material and each of these

sentences that you see here are the

sentences that I wrote to capture my

ideas about that

specific permanent note that I created

as a visual permanent

note and now if you want to stop here

great you can stop and you can take this

document and start to type and improve

your text and and I think you've already

achieved a lot because you have a visual

layout how you organize your text you

generated the document from that and

from then on you can start to work on

this document but if you want to use AI

then you have a simple option you can

just simply select everything and copy

this to the clipboard and then you can

head over to CAD GPT and in CAD

GPT I already have my prompt here so

you're an expert in academic writing and

so on you can pause the video and read

it here and I'm going to paste

the text that was generated by excolo

writing machine here and I'm just going

to press enter and with this chpt is

going to do its magic it's going to

generate the article I've asked chpt to

generate the article uh

into return the result as a markdown

code block so that's why here I'm

receiving this markdown code block the

text is ready I'm going to scroll up to

the top of the text and just copy the

code like this I'm going to head back to

obsidian and just simply press paste and

here I can see that unfortunately in

this generation now something happened

to the images no nothing happened to the

images good it just needed time to load

the images so you can see that the

article is ready um this is how it looks

so there's a bit of a guide here and

then yeah so you can read this I've done

several runs of course as with GPT it's

always slightly different but I think

it's good enough so

that's option one if you want to further

automate this then your next option is

to use AI for templator so AI for

templator I'm going to to be using two

scripts really so let's come to

community plugin and I'm going to show

you first of all AI

for templater so this is a an excellent

plugin for running CH GPT queries from

TFT hacker so you need to install ai4

templator and of

course you need to install the templator

plugin as well once you have those

installed and

configured then you will need a template

as well this is the template that I

created I'm going to include this link

upload this somewhere and include the

link in the video description so you

will not need to um start from scratch

practically this is a very simple

template I'm going to close these two

files

um it defines a system message a user

prompt uses a model now about the models

I found that well GPT 40 mini is a very

low cost model chbt 40 latest is a

slightly more expensive model but

frankly with all my testing I've spent

around 50 cents or less over the two

days so it is really not a huge amount

of money the reason I chose these two

models here is because they allow for

more output tokens normally this is

4,096 the maximum limit for example for

GPT 40 these two models allow more and

since the article can be bigger I went

for

this and and that's almost about it

there are two more

actually three more things I want to

show you here just so you understand

what's going on then the EXC colro

writing machine script runs at the end

it will place the generated text on

window.

ewm so when the templator script is

executed it can take the value from

window. ewm and use that to Sol submit

to Chad GPT so that's Point number one

point number two the way I develop this

templator script to help with debugging

finding errors is before closing it will

place on ewm response it again on the

window object it will store all these

variables so you can go to developer

console and find out what has happened

and I think the third and most important

Point here is I introduce so in the

writing machine

script I

introduced this placeholder that

wherever this is found in the template

that you provide it is replaced with the

generated text and this is good because

this way uh you can include the original

text in your templat I'll show you in a

second how this will work here so that's

about the templator file and now let's

come here and run our script so I'm

going

to start writing machine and I'm going

to use my template here and then I press

enter then you will see that the page

was generated and you need to pay

attention to is these bubbles in the top

right corner they will go on for quite a

while just as CH gbt to get time

responding it takes its time in this

case as well so you will need to wait a

little for this to finish the

generation and there you go the

generation is ready you can see some

stats about the generation and we have

the actual document here so this is a

pretty

uh nice document well I mean it's

similar to the previous one that we

looked at at the beginning I'm not going

to go into the details I'm going to

upload that PDF again we'll include the

link in the video description so you can

take a look at what was

generated so the script comes with

settings but the first time you need to

run it once for the setting to appear so

let me show you what what I mean if I

come to excal draw plug-in settings at

the bottom of settings settings for

installed scripts now you will see that

I have the excal writing machine here

but that's because I've developed the

script and it's not in my downloaded

folder you can see here so this is

actually for you not going to be here

nothing is here but once I run the

script for the first time so I need to

select an element and I need to start

writing machine you can see that now I

have two writing machine scripts here

and I'm going to run the downloaded

version and I'm just going to press

Escape because I don't want to use a

template at this time if I press Escape

here it means that whatever is generated

is generated into a completely blank

document so when I do this then this

document was generated and if I come

back to settings I can scroll down to

the bottom of settings for installed

scripts and you can see that downloaded

excolo writing machine is here and there

are a couple of settings you can do you

can change the name of the summary

section in my case I use the idea in all

my notes so instead of summary I call it

the idea whatever you call it you can

typee it in here you can set where the

source is so that's a section called

Source the template path you don't need

to worry about it then you select a

template from the dropdown list it's

going to be filled out automatically and

this is where the script stores

its last use template and finally you

can choose to embed the images or not to

embed so if I turn this off

then I'm going to close this and I'm

going to run the script

again so if I come here and then the

same text is generated but without the

images so you can get rid of the images

as well so that's about installing the

script now if you want to edit the

script which you might actually want to

do because there are are some so my

mindset here is this is a working

prototype but as many people as many zle

cast and system so there is no way of

configuring it exactly the way you need

it and that is the power of exol draw

scripts so if I come here to the exol

draw folder and come down to scripts and

download it here then if I scroll down

I'm going to find the Skol draw writing

machine here and if I click on this then

the script opens and yes you need a bit

of scripting skill to edit this I tried

to add some comments here and there that

it is easy to follow it is not a very

complicated script but of course what's

complicated and what's simple is a very

relative scale so I can understand if

this is scary and if it is then just

stick to the settings if you know what

you're doing or if you want to

experiment because what have you to lose

so if you mess it up you download it

again there's nothing to lose then I

think it's a good place to start also

Pro tip you can just select the whole

thing head over to Chad GPT and ask Chad

GPT to modify it this and that somehow

you want to modify it and you can just

simply baste the script here and then

you can use CH GPT to do whatever

updates you need to do with this script

on a final note there's one important

thing that you need to understand on how

the text is generated and how arrows are

interpreted the sequence of how you

create the arrows is important so let me

just show you what I mean here I'm going

to write this is going to be my title

and then this is going to be section one

and this is going to be section two and

then I'm going to have H paragraph one

one and paragraph one2 and here I'm

going to have paragraph 21

and paragraph 22 and now let me show you

how you can confuse the system so this

is good to know if if you want to avoid

this so I'm going to first draw the

arrow to section

two and I'm just going to use these nice

uh elbow connectors and then I'm going

to select section one and from here I

can just simply continue on drawing the

line so I'm just going to finish this

off and what you're going to see is now

if I just generate

this with the writing machine script I

don't

want like this so if I generate this you

can see that section two is at the top

followed by section one which is not uh

ideal so what I can do instead is I can

just simply delete this and delete this

and then I can come back and add first

section one and then section two and

now if I run this

again then you will see

that now section one is first and then

section two so this solves this problem

and so that's all I wanted to share with

you today I hope you found it as

exciting as I did I think this opens up

so many opportuni these for visually

organizing your ideas into flows you can

create presentations you can create show

notes I'm going to be using this to

create scripts for my videos there's

many use cases that you can do I think

this is such a nice opportunity and

hopefully you can also use these scripts

to customize them to your needs and

please in the comments I'd be very

interested in how you use this what you

thought of the entire process and what

you're missing from all of this and

finally if you find this useful and

interesting and want to learn more about

the mindset visual thinking framework

and for the PKM then take a look at the

links below check out the visual

thinking workshop and join one of the

next scorts I'd love to show you more

about the framework

and of course in the office hours of the

visual thinking uh Workshop we have time

to discuss other topics including

scripting and automating and obsidian so

that's just a plus an additional

opportunity that you can gain from the

workshop thank you