This document briefly describes key MindForger features.

MindForger uses the following terminology:
In short:
For more details see Basics section in the Getting Started guide.
MindForger is knowledge management tool which means it is a software that helps you to organize, store, and access their knowledge effectively. With MindForger, you can create and maintain a workspace of your thoughts, ideas, notes, and any other kind of information they want to store.
MindForger provides a range of features to assist in knowledge management. Youa can create hierarchical outlines, mind maps, and tags to categorize and structure your knowledge. You can also create links between different pieces of information (notes), allowing for easy navigation and connections between related concepts.
In addition to organizing information, MindForger also includes powerful search functionality. This allows you to quickly locate specific pieces of information within your knowledge workspace. Whether you are searching for a keyword, a specific note, or a particular tag, MindForger helps you to find what you need efficiently.
Overall, MindForger assists you in organizing, accessing, and maximizing the value of your knowledge, ultimately promoting productivity and innovation.
Create new notebook as follows:
NotebookNotebook menu is disabled,
then open list of notebooks (menu View / Notebooks) or notebooks tree
(menu View / Notebooks Tree)New menu itemNew Notebook dialog is opened:
- type in notebook name
- feel free modify notebook creation options and tagsCreate new note as follows:
NoteNote menu might is disabled,
then open the notebook in which you want to add the noteNew menu itemNew Note dialog is opened:
- type in note name
- feel free modify note creation options and tagsWhen you are viewing a note, you can edit it using one of the options below:
Once you finish editing the note you can save it and preview using one of the options below:
Open notebook as follows:
View / Notebooks)
or notebooks tree (menu View / Notebooks Tree)An outliner is a feature used in word processing, note-taking, and organizational software to help users outline and structure their ideas. Outlining actions in MindForger allow users to create hierarchies or levels of information by, making it easier to organize and navigate through a Notebook:
NotePromoteDemoteMove to firstMove upMove downMove to lastOutlining is a powerful tool that allows you to organize your thoughts and make your remarks structured, comprehensible, and scalable.
Promote note as follows:
NotePromotePromote note as follows:
NoteDemotePromote note as follows:
NoteMove to firstPromote note as follows:
NoteMove upPromote note as follows:
NoteMove downPromote note as follows:
NoteMove to lastEasily toggle live HTML preview of edited Markdown with shortcut or edit panel buttons.

If you want to edit a section either double-click anywhere in the rendered preview on the right (MindForger window) or choose:
Notebook/Edit for title sectionNote/Edit for any sub-sectionWingman is a large language model (LLM) based MindForger's tool which brings note-taking and knowledge management to a new level. With the wingman you can easily expand your notes and knowledge by leveraging the power of artificial intelligence. Whether you need to write an in-depth analysis, draft a blog post, prepare a plan, or simply generate ideas. Wingman can also:
... and much more.
Wingman tool uses OpenAI as LLM provider. Therefore the first step is to generate API key which will be used by Wingman:

There are two options how to configure OpenAI API key in MindForger:
Option A (safer) - configure shell environment variable:
/home/${USER}/.bashrc:export MINDFORGER_OPENAI_API_KEY="...your API key..."/home/${USER}/.zshrc:export MINDFORGER_OPENAI_API_KEY="...your API key..."Option B - set the API key in the MindForger configuration dialog:
WorkspacePreferences menu itemWingman tab in the configuration dialog
.mindforger.md in your home directoryPreferences dialog to check that OpenAI is selected as the LLM Provider for Wingman

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MindForger can be used as a Markdown editor.
It allows you to easily write Markdown documents in a WYSIWYG text editor with Markdow syntax hints and an HTML rendered preview.
MindForger terminology:
#) is a Note.MindForger represents any Markdown as follows...
MindForger can be used to edit a single Markdown file:
$ mindforger analysis.md
If the given file exists, then it's opened for editing, otherwise a new Markdown file with this name is created and opened.
Markdown is a lightweight markup language for creating formatted text using a plain-text editor. John Gruber and Aaron Swartz created Markdown in 2004 as a markup language that is appealing to human readers in its source code form.[9] Markdown is widely used in blogging, instant messaging, online forums, collaborative software, documentation pages, and readme files. -- Wikipedia
You can write your remarks as plain text without any formatting in MindForger.
However, you may use Markdown markup to emphasize important parts of the text, make links, create lists, etc. MindForger will also use Markdown to store your remarks which enables you to use any Markdown editor or tool.
You don't have to learn Markdown specification as MindForger editor and Format menu will help and guide you.
In order to enable quick navigation and refactoring of Markdown documents, MindForger shows Markdown documents (Notebooks) as an outline of Markdown sections (Notes) allowing you to efficiently choose/read/edit/refactor a particular section.

Check side-by-side Markdown document text view and MindForger view in the image above:
INSTALLATION Markdown document is opened in a text editor (Emacs) on the left.As you can see, MindForger represents the hierarchy of sections
(prefixed/underlined in Markdown syntax with/by #, - or =)
as a tree - called an outline:
UBUNTU
on the second level is prefixed with ## and shown on the second
level in the tree.
INSTALLATION) by
clicking its name INSTALLATION above outline.For switching between section (pre)view and edit mode refer to the next section.
Markdown document (file) is represented as notebook in MindForger.
Markdown document section is represented as note in MindForger.
Markdown is a plain text formatting syntax introduced by John Gruber. Markdown allows you to write using an easy-to-read, easy-to-write plain text format, easily rendered as HTML.
MindForger uses Markdown-based DSL. There are many flavors of Markdown - for Markdown syntax documentation please refer to:
Sub-sections of this section provide Markdown syntax
overview and rendering demonstration. As you read
particular Markdown syntax features, be sure to
open each section for edit (to check syntax) and
experiment with menu Format/*.
Monospace text, emph text, bold text,
italic text, bold text, ~~deleted~~ text.
đź’ˇ edit this Note to see the syntax
You can use Alt+f b to make marked text bold.
đź’ˇ edit this Note to see the syntax
See Markdown source of this Note to learn image syntax.
Image from web:

Image from current MindForger repository:

đź’ˇ edit this Note to see the syntax
đź’ˇ click menu Format/Image or press Alt+f m to insert image.
See Markdown source of this Note to learn link syntax.
Link to web:
Automatic web link:
Link to a Notebook in active MindForger repository:
Link to a Note in active MindForger repository:
Link to a file on the filesystem:
Link to a directory on the filesystem:
đź’ˇ edit this Note to see the syntax
đź’ˇ click menu Format/Link or press Alt+f l to insert link.
Smarty pants like like:
đź’ˇ edit this Note to see the syntax
Horizontal...
... rulers ...
... split screen horizontally.
Bullet list:
Numbered list:
đź’ˇ edit this Note to see the syntax
Task list:
đź’ˇ edit this Note to see the syntax
Riddle:
frodo and glum,
riddles
in the dark
đź’ˇ edit this Note to see the syntax
Pets:
| Snake | Turtle |
|---|---|
| Karkulka | Ema |
| Frontend | Backend |
|---|---|
| Qt | C++ |
Columns can be aligned to left/right or centered:
| Left | Center | Right |
|---|---|---|
| This is frontend | This is middle-ware | This is backend |
| Js | ESB | C++ |
đź’ˇ edit this Note to see the syntax
There are multiple options how a block of source code can be written in Markdown.
IMPORTANT: note leading empty lines before code blocks.
1) Tab indentation w/o language spec and w/o syntax highlighting:
public static void main(string[] args) {
return 0;
}
2) Code block w/ language spec:
```java
```
public static void main(string[] args) {
return 0;
}
or w/o language spec:
public static void main(string[] args) {
return 0;
}
3) Fenced block w/ language spec:
public static void main(string[] args) {
return 0;
}
or w/o language spec:
public static void main(string[] args) {
return 0;
}
đź’ˇ edit this Note to see the syntax

MathJax handles inline expressions like: x^2 + y^2 = z^2 or block expressions like: $$\frac{D\rho}{Dt} = 0.$$
Check MathJax documentation and/or cheatsheet for more examples.
Quadratic equation root: When (a \ne 0), there are two solutions to (ax^2 + bx + c = 0) and they are $$x = {-b \pm \sqrt{b^2-4ac} \over 2a}.$$
Sum: $$\sum_{i=0}^n i^2 = \frac{(n^2+n)(2n+1)}{6}$$
Limit: $$\lim_{x\to 0}$$
Sqrt: $$\left(\frac{\sqrt x}{y^3}\right)$$
Alternatively you can use https://www.codecogs.com to render expression to image and include it in Markdown.
đź’ˇ edit this Note to see the syntax
đź’ˇ if math expressions are not rendered, then you must enable MathJax using menu menu Workspace/Preferences/Viewer/Math support

MathJax cheetsheet:
$ to inline expressions, and $$ for blocks10^10 you get $10^10$, but 10^{10} gives $10^{10}$. \{ for curly bracesn: $\neq$Limit block:
$$\lim_{x\to 0}$$
MindForger supports Mermaid (cheatsheet) to render diagrams.
Flowchart diagram:
graph TD;
A-->B;
A-->C;
B-->D;
C-->D;
Sequence diagram - note different Mermaid diagram markup encapsulation element which has different background rendering that code block:
GANTT diagram:
gantt
dateFormat YYYY-MM-DD
title GANTT diagrams in MindForger
section A section
Completed task :done, des1, 2014-01-06,2014-01-08
Active task :active, des2, 2014-01-09, 3d
Future task : des3, after des2, 5d
Future task2 : des4, after des3, 5d
section Critical tasks
Completed task in the critical line :crit, done, 2014-01-06,24h
Implement parser and jison :crit, done, after des1, 2d
Create tests for parser :crit, active, 3d
Future task in critical line :crit, 5d
Create tests for renderer :2d
Add to mermaid :1d
đź’ˇ edit this Note to see the syntax
đź’ˇ if diagram expressions are not rendered, then you must enable them using menu Workspace/Preferences/Viewer/Diagram support.
If you want line or multi-line comment that is strictly for yourself (readers of the converted document should not be able to see it, even with "view source") you could (ab)use the link labels (for use with reference style links) that are available in the core Markdown specification.
Single line comment:
Multi-line comment:
Note that two conditions are important:
# (and not other delimiter allowed by Markdown specification)If you need inline comment, then use HTML comments:
đź’ˇ edit this Note to see the syntax
Drag:
.pdf, presentation or .zip archive.png, .gif, ... or any other image... and drop to Note/Notebook editor.
DnD allows easy import of attachments/images to MindForger
repository - either by value (choose Copy in attachment/image
dialog) or by reference (path to the file on local file system
is used).
While editing a Note or Notebook write prefix of a Notebook/Note name and use Ctrl-/ to get link completion. When you choose a link from completer, Markdown link to target Notebook/Note is automatically created.
MindForger is more than just Markdown editor - it is integrated development environment (IDE) for the development of Markdown document collections (repositories, documentation, books, etc.):
You can open any directory and MindForger will find all Markdown files within the directory and its sub-directories and open them for search, navigation and editing:
$ mindforger a-git-repository-with-interesting-content
For example, you can find an interesting Git repository on GitHub or BitBucket, clone it to your machine and open it with MindForger to easily navigate it.

You can open any directory and MindForger will find all Markdown files within that directory and all its sub-directories and make them available for search, navigation and editation:
$ mindforger a-github-repository-with-interesting-content
Where a-github-repository-with-interesting-content is a directory
containing Markdown documents.
đź’ˇ if you openeded more than one MindForger document, you can see all documents indexed by MindForger by clicking menu View/Notebooks

Stencil represents a common pattern that can be used in various situations e.g. to solve a task. It might be a how to (like how to change a car wheel) that once created, you may want to use repeatedly w/ possibility of customization.
Notebook stencil corresponds to application of a problem/semantic domain to another problem. Once you have a modus operandi or you know how to do that, than this is the case.
You can use a stencil when creating a new notebook
or note - check Stencils drop-down in the dialog
opened using menu Notebook/New or Note/New.
MindForger repositories (including the default one) contain stencils for both notebooks and notes:
<mindforger repository>/
├── ...
└── stencils
├── notebooks
└── notes
MindForger is shipped with an initial set of stencils for meeting notes, software analysis/design, GROW model etc.
You can easily extend outlines just by copying Markdown file
to stencils/notes or stencils/notebooks directory.

Hierarchy of Notes (Markdown document sections) can be easily changed using operations introduced by outliners. Note can be...
To manipulate a note, choose it in the outline view (tree of notes/Markdown sections
on the left) and either use shortcuts (ctrl+up, ctrl+down,
ctrl+left, ctrl+right) or menu Note/Promote, ...
Note (Markdown section) can be refactoring (along with its child notes) between different Notebooks (Markdown documents):
Note/Refactor to specify target notebookNote and its child notes will be moved to the target notebook.
You can mark any notebook as home and it will be opened:
Home notebook can be set/unset using menu Navigator/Make Home.
Ability to find a specific Notebook or Note is one of the most important MindForger features. Notebooks and Notes can be found by:
đź’ˇ see menu Recall for search options
Use menu Recall/Full-text Search to search for notes
using full-text search. Result shows notes Markdown source
with highlighted matches.
Search scope:
View/Notebooks), then all notebooks and their
notes are searched.Use menu Recall/Recall Notebook by Name / Recall/Recall Note by Name
to search for notebooks / notes by name. Result shows as you
write the name in the dialog.
Search scope:
View/Notebooks), then all notebooks notes
are searched.Use menu Recall/Recall Notebook by Tag / Recall/Recall Note by Tag
to search for notebooks / notes by tag(s). Result shows as you
add/remove tags in the dialog.
Search scope:
View/Notebooks), then all notebooks notes
are searched.MindForger aims to mimic human mind - learning, recalling, recognition, associations, forgetting - in order to achieve synergy with your mind to make your searching, reading and writing more productive:
...learning data, relationships, similarity (granularity N and O), relevancy in time (timestamps and R/W count), ...
MindForger can be used to learn:
MindForger repository is a directory with specific structure where MindForger stores your knowledge. It contains Markdown files (Markdown hosted DSL) allowing you to get most of MindForger capabilities.
If you run MindForger without parameters, then it opens the default MindForger repository:
$ mindforger
If MindForger default repository doesn't exist, then it is created on MindForger first start in:
~/mindforger-repository
Repository structure looks like this:
$ tree mindforger-repository/
mindforger-repository/
├── limbo
├── memory
├── mind
└── stencils
├── notebooks
└── notes

Autolinking discovers relevant notes in your MindForger repository and/or Markdown document and automatically injects links to the text. In the screenshot above all links were injected i.e. source text (Markdown) is just plain text without links.
Autolinking helps in immediately finding remarks related to the notebooks and notes you are browsing.
Autolinking also saves the time - you don't have to create/change/maintain links in your remarks.
Tips and tricks:
:, then only text preceding : is used for matching.
MindForger is able to suggest relevant notes as you browse and read:
Associations tableAssociations table indicates relative relevancy in %In the screenshot above you can see relevant notes (lower left corner) for the selected
note My 3D Printer MK2S by Prusa RESEARCH.
See also: think vs. sleep mode

MindForger is able to suggest relevant notes as you write note content in the editor:
Associations tableAssociations table indicates relative relevancy in %In the screenshot above you can see relevant notes (lower left corner) for the selected
word graph (notice cursor between letter g and r on the current line with light-gray background).

Knowledge graph navigator allows you to browse notebooks, notes, tags and other resources in visually.
Navigator can be either activated using toolbar or using CtrlShiftk keyboard shortcut. It is scope sensitive e.g. if you activate navigator while viewing note, then this note becomes central node of the visualization.
Knowledge graph can be zoomed, shuffled and its edgest can be (globally) stretched/shrinked.
... how exactly it thinks and why it's useful
...[semantic search - this feature is being implemented - RAG]...
"I hear, and I forget; I see, and I remember." -- Chinese proverb
MindForger works with two types of scopes:
Use menu Mind/Scope or Alt+m c to configure time scope.
Consider the following situations:
Over the years your employer company internal systems change and/or you work for a number of different employers. Each time there is a different/better/stronger Wifi authentication configuration (video conference setup, payslips system, etc.). Therefore in you memory (or in MindForger remarks) there are multiple how-tos, but you want to use only the recent want. At the same time you do not want to (explicitly) remove/purge the previous how-tos as they can be useful in different situations.
You learn how to manually divide two long numbers as a child. Then you do not need this skill for years as you use calculator/computer. When you want to learn your child how to manually divide numbers, you have to find it (deep) in your memory.
This is where MindForger time scope functionality comes in - you can restrict the scope (notes working set) by time. For example:
In particular you can set global time scope:
In particular you can set note specific time scope that overrides global time scope:
Use menu Mind/Scope or Alt+m c to configure tag(s) scope.
Scoping using tag(s) allows you to limit notebook working set only to notebooks having specified set of tags. It's useful when you work with bigger MindForger repositoriers and you don't want to be distracted by unrelated notebooks.
Scoping using tags can be combined (AND) with scoping using time.

This feature is being implemented.
...[semantic search - this feature is being implemented - RAG]...
Word embeddings based search, associations and navigation.
Motto: "Computers need to forget". -- Viktor Mayer-Schönberger
Before I deep dive to MindForger features let me formulate a few questions to explain the motivation behind forgetting/scoping related functionality:
I believe that if a concept makes it to long term memory (LTM), then it can be never forgotten. It’s in LTM and it always be there. The only question is how many association/links it has. In the worst case it may happen that there is no association path it it - it ends as an island or orphan better said. If it’s not reminded or not used for long time, association can get weaker and weaker and such concepts is diving deeper and deeper to LTM. However, it is always there. Thus it’s just about the lookup. According to my experience a strong emotional experience or return to the deeper paths of LTM (talking about your friends or family about your early childhood) helps to remind such concepts and in the latter case even strongly bind them to upper level LTM (move them up in the memory) and refresh such memories so that you can remind them later much more easier.
If there would be no possibility of the selection of sensed informations and all the sensing will be fixed in our memory, its capacity would be fully used very soon.
MindForger, as computer program, needs to forget. But forgetting does NOT mean deleting of information.
MindForger maintains all the remarks you ever written (see limbo), but works with/shows only with a scope configurable by you.
MindForger does not delete notebooks - it moves them to a location called Limbo that
can be found in ${ACTIVE_MF_REPOSITORY}/limbo. This is where you can delete Markdown
documents permanently.
MindForger, in its current implementation, does delete notes. They are not moved to a note Limbo.
If you use menu Note/Forget, then the note is deleted.
Side note: I personally use CMS (Git) - I have full history of notebooks and notes. Tracking of all notes would be useful, however HW resource consumption intensive. This is also why I don't want to duplicate this (already sophisticated) functionality within MindForger.
MindForger aims to help you when you study, write a document/paper/article/book or want to achieve a goal.
Therefore it enables you to...

When creating (menu Notebook/New) or editing notebook (edit mode More... button) you
can specify:

These properties are in turn shown in notebooks view (menu View/Notebooks) and Eisenhower matrix.

Wikipedia: Eisenhower matrix stems from a quote attributed to Dwight D. Eisenhower: "I have two kinds of problems, the urgent and the important. The urgent are not important, and the important are never urgent."
Using the Eisenhower Decision Principle, tasks are evaluated using the criteria important/unimportant and urgent/not urgent, and then placed in according quadrants in an Eisenhower Matrix (also known as an "Eisenhower Box" or "Eisenhower Decision Matrix"). Tasks are then handled as follows:
Tasks in
This method is said to have been used by U.S. President Dwight D. Eisenhower.

The Eisenhower Matrix, also known as the Eisenhower Decision Matrix or simply the Eisenhower Box, is a time management tool that helps prioritize tasks based on their urgency and importance. It is named after Dwight D. Eisenhower, the 34th President of the United States, who was known for his effective time management skills.
The matrix categorizes tasks into four quadrants:
Urgent and Important (Do First): These are the tasks that require immediate attention and have high priority. They should be done as soon as possible to avoid negative consequences or missed opportunities.
Important, but Not Urgent (Schedule): These tasks are important for long-term goals but do not require immediate action. They should be scheduled and given appropriate time and attention.
Urgent, but Not Important (Delegate): These tasks are time-sensitive but do not contribute significantly to your goals. They should be delegated to others if possible, to free up your time for more important tasks.
Not Urgent and Not Important (Eliminate): These tasks are low priority and do not contribute to your goals. They should be eliminated or minimized to make room for more important activities.
Using the Eisenhower Matrix helps in prioritizing tasks effectively, reducing procrastination, and ensuring that important goals are not overlooked. It encourages a focus on important tasks, enables better time allocation, and maximizes productivity.
Kanban is a project management methodology that originated from the Toyota Production System in the late 1940s. It is a visual system that helps teams track and manage their work. The word "Kanban" translates to "visual signal" or "card" in Japanese.
In Kanban, the work is represented as cards or sticky notes, which are placed on a board with different columns that represent the various stages of the workflow, such as "To Do", "In Progress", and "Done". This provides a clear visual representation of the work in progress and allows team members to see what tasks are in each stage of development.
The key principles of Kanban include visualizing workflow, limiting work in progress, and focusing on continuous improvement. By visualizing the work, you can identify bottlenecks and areas for improvement.
MindForger allows you to create Kanban boards and organize notes to columns using tags.
"Artificial intelligence will overcome natural intelligence soon. However, natural stupidity can never be replaced by the artificial one." -- Jára da Cimrman

You can export workspace to comma separated file (CSV):
WorkspaceExport menu itemCSV sub-menu itemExport Workspace to CSV dialog is opened:
- type in file name
- choose whether you want to encode notebook tags using
one hot encoding (OHE)(Auto) coaching is a self-improvement process where individuals provide themselves with guidance, support, and feedback to achieve personal or professional goals. It involves self-reflection, setting goals, creating action plans, and monitoring progress.
Auto coaching usually incorporates various techniques like journaling, visualization, affirmations, and self-assessment tools to foster self-awareness, self-motivation, and personal growth. It is a proactive approach to personal development and can be done through books, online resources, or through the use of specific self-coaching methodologies.
MindForger can be used as an auto coaching tool.

The GROW model is a popular (auto) coaching framework that is used to structure a conversation or coaching session. GROW stands for Goal, Reality, Options, and Way Forward. The model helps individuals or teams set clear goals, explore the current reality, generate options for actions, and establish a plan to move forward. It is widely used in areas such as personal development, career coaching, and leadership coaching.
Use MindForger GROW model stencil to create G.R.O.W. notebook with questions allowing you to efficiently use the G.R.O.W method.
SMARTER goals is a framework used to set effective and measurable goals. It stands for:
Specific: Goals should be clear and well-defined. Avoid vague or general statements. Specify what exactly you want to achieve.
Measurable: Goals should be quantifiable so that progress can be easily tracked. Include specific criteria or indicators to measure success.
Attainable: Goals should be realistic and within reach. Consider the resources, skills, and time available to achieve the goal.
Relevant: Goals should be aligned with your overall objectives and have significance to your life or work. Ensure they are worthwhile and meaningful.
Time-bound: Goals should have a clear deadline or timeline. Set specific dates to create a sense of urgency and to keep yourself accountable.
Evaluate: Continuously monitor and evaluate progress towards your goals. Assess whether adjustments or improvements are needed.
Readjust: Adapt or readjust your goals as necessary, based on new information or changing circumstances. Remain flexible and open to revisions.
MindForger tools:
In certain situations, it is faster to use commands to navigate around the MindForger UI instead of using a mouse. In these cases, you can use the command line interface (CLI):
See MindForger cheetsheet(s):
See Markdown cheat sheet.
See MathJax cheat sheet.
Prefer menu based keyboard shortcuts which are self-documented e.g.
Editor:
Views:
...
...
...
For information on MindForger command line options read the manual page:
man mindforger
For command options see the help file:
$ mindforger --help
Usage: mindforger [options] [<directory>|<file>]
Thinking notebook.
Options:
-t, --theme <theme> Use 'dark', 'light' or other GUI <theme>.
-c, --config-file-path <file> Load configuration from given <file>.
-v, --version Displays version information.
-h, --help Displays this help.
Arguments:
[<directory>|<file>] MindForger repository or directory/file with
Markdown file(s) to open

Library bring ability to index external PDF files and generate Notebooks which represent them in MindForger. Synchronization and removal of the library (directory with files) is supported as well.