branch: elpa/gnosis
commit ca2c2f29d1e0e684218a14ca21cac34de315ba2e
Author: Thanos Apollo <pub...@thanosapollo.org>
Commit: Thanos Apollo <pub...@thanosapollo.org>

    docs: Add section on gnosis & org-gnosis interactions.
---
 doc/gnosis.info | 457 ++++++++++++++++++++++++++++++++++++++++++++++++++++++++
 doc/gnosis.org  |  21 ++-
 doc/gnosis.texi | 445 ++++++++++++++++++++++++++++++++++++++++++++++++++++++
 3 files changed, 920 insertions(+), 3 deletions(-)

diff --git a/doc/gnosis.info b/doc/gnosis.info
new file mode 100644
index 0000000000..2d174b82ad
--- /dev/null
+++ b/doc/gnosis.info
@@ -0,0 +1,457 @@
+This is gnosis.info, produced by .texi2any-real version 7.1.1 from
+gnosis.texi.
+
+INFO-DIR-SECTION Emacs misc features
+START-INFO-DIR-ENTRY
+* Gnosis: (gnosis).     Spaced Repetition System.
+END-INFO-DIR-ENTRY
+
+
+File: gnosis.info,  Node: Top,  Next: Introduction,  Up: (dir)
+
+Gnosis User Manual
+******************
+
+Gnosis is a customizable spaced repetition system designed to enhance
+memory retention through active recall.  It allows users to set specific
+review intervals for note decks & tags, creating an optimal learning
+environment tailored to each specific topic/subject.
+
+This manual is written for Gnosis version 0.5.0, released on 2025-06-17.
+
+   • Manual:
+        • <https://elpa.nongnu.org/nongnu/doc/gnosis.html>
+        • <https://thanosapollo.org/projects/gnosis/> (Mirror)
+   • Git repositories:
+        • <https://git.thanosapollo.org/gnosis>
+        • <https://codeberg.org/thanosapollo/emacs-gnosis> (Mirror)
+        • 
+          <https://git.savannah.gnu.org/cgit/emacs/nongnu.git/?h=elpa/gnosis>
+          (Mirror)
+
+* Menu:
+
+* Introduction::
+* Adding notes::
+* Note Types::
+* Linking gnosis notes to org-gnosis content::
+* Customization::
+* Gnosis Algorithm::
+* Editing notes::
+* Sync between devices::
+* Interactions with other software::
+* Contributing::
+
+-- The Detailed Node Listing --
+
+Note Types
+
+* Cloze::
+
+Cloze
+
+* Default cloze format::
+* Using anki-like syntax::
+
+Customization
+
+* Typos | String Comparison::
+
+Gnosis Algorithm
+
+* Anagnosis Event::
+* Proto::
+
+Interactions with other software
+
+* emacs-no-littering::
+
+Contributing
+
+* How to create a patch::
+
+
+
+File: gnosis.info,  Node: Introduction,  Next: Adding notes,  Prev: Top,  Up: 
Top
+
+1 Introduction
+**************
+
+Gnosis (γνῶσις) is a spaced repetition system that enhances memory
+retention through active recall.  It employs a Q&A format, where each
+note consists of a question, answer, and explanation.  Notes are
+reviewed at optimally spaced intervals based on the user's success or
+failure to recall the answer.  Key benefits arise from writing out
+answers when reviewing notes, fostering deeper understanding and
+improved memory retention.
+
+   Gnosis algorithm is highly adjustable, allowing users to set specific
+values not just for note decks but for tags as well.  Gnosis'
+adjustability allows users to fine-tune settings not only for entire
+note collections but also for specific tagged topics, thereby creating a
+personalized learning environment for each topic.  Read more on *note
+Gnosis Algorithm::
+
+
+File: gnosis.info,  Node: Adding notes,  Next: Note Types,  Prev: 
Introduction,  Up: Top
+
+2 Adding notes
+**************
+
+Creating notes for gnosis can be done interactively with:
+
+   ‘M-x gnosis-add-note’
+
+   Or from within ‘gnosis-dashboard’
+
+
+File: gnosis.info,  Node: Note Types,  Next: Linking gnosis notes to 
org-gnosis content,  Prev: Adding notes,  Up: Top
+
+3 Note Types
+************
+
+Each note is a *thema* consisting of the following components:
+
+   • *Keimenon*; The main text or question.
+   • *Hypothesis*; Assumptions/hints for the text to guide to the right
+     answer
+        • For example this is used as hints for cloze type or as choices
+          in MCQs
+   • *Answer*; The correct response or solution to the keimenon.
+   • *Parathema*; expansion of keimenon, that can include links to e.g
+     org-gnosis topics or even files, serving as a way to link
+     org-gnosis topics to current thema.
+
+   Optionally, you can use also add tags for each note.
+
+   Notes/themas can have multiple hypotheses and answers (*depending on
+their type*), separated by ‘gnosis-export-separator’, which defaults to
+‘"\n-"’ _(a new line followed by a dash)_.
+
+* Menu:
+
+* Cloze::
+
+
+File: gnosis.info,  Node: Cloze,  Up: Note Types
+
+3.1 Cloze
+=========
+
+A cloze note type is a format where you create sentences or paragraphs
+with "missing" words.  A fill-in-the-blanks question.
+
+   You can create a cloze note type using ‘M-x gnosis-add-note’ and
+selecting ‘Cloze’.
+
+   Example format:
+
+* Menu:
+
+* Default cloze format::
+* Using anki-like syntax::
+
+
+File: gnosis.info,  Node: Default cloze format,  Next: Using anki-like syntax, 
 Up: Cloze
+
+3.1.1 Default cloze format
+--------------------------
+
+     * Thema                      :pharmacology:antimicrobials:penicillin:
+     :PROPERTIES:
+     :GNOSIS_ID: NEW
+     :GNOSIS_TYPE: cloze
+     :END:
+     ** Keimenon
+     What is the treatment for Actinomyces infection?
+
+     Penicillin
+
+     ** Hypothesis
+     - drug type
+
+     ** Answer
+     - Penicillin
+
+     ** Parathema
+     Sulfonamides → Nocardia
+     Actinomyces → [[id:680ca944-8ee9-4513-92d6-25696ee01f48][Penicillin]]
+     (treatment is a SNAP)
+
+
+File: gnosis.info,  Node: Using anki-like syntax,  Prev: Default cloze format, 
 Up: Cloze
+
+3.1.2 Using anki-like syntax
+----------------------------
+
+     * Thema                      :pharmacology:antimicrobials:penicillin:
+     :PROPERTIES:
+     :GNOSIS_ID: NEW
+     :GNOSIS_TYPE: cloze
+     :END:
+     ** Keimenon
+     {c1:Cyproheptadine::drug name} is a(n) {c2:5-HT2} receptor antagonist 
used to treat {c2:serotonin syndrome}
+
+     ** Hypothesis
+     -
+
+     ** Answer
+     -
+
+     ** Parathema
+
+
+   You can format clozes like Anki if you so prefer with hints; e.g
+‘{{c1::Cyproheptadine::drug name}}’
+   • You can use the keyword ‘::’ to indicate a hint.
+
+   • For each cX-tag there will be created a cloze type note, the above
+     example creates 2 cloze type notes.
+
+   • Each cX tag can have multiple clozes, but each cloze must be a
+     *UNIQUE* word, or a unique combination of words, in given note.
+
+        • If a cloze is repeated, such as in phrases with "acetyl" &
+          acetylcholine, include whitespace in the cloze to denote a
+          single word.
+
+
+File: gnosis.info,  Node: Linking gnosis notes to org-gnosis content,  Next: 
Customization,  Prev: Note Types,  Up: Top
+
+4 Linking gnosis notes to org-gnosis content
+********************************************
+
+_org-gnosis is the note taking module of gnosis_
+
+   • You can create notes using ‘M-x org-gnosis-find’, to link them to a
+     gnosis thema use ‘M-x org-gnosis-insert’ to insert a link of said
+     topic, either on the keimenon or parathema.
+
+   • You can review gnosis questions that are linked to a topic by using
+     ‘M-x gnosis-review-topic’.
+
+
+File: gnosis.info,  Node: Customization,  Next: Gnosis Algorithm,  Prev: 
Linking gnosis notes to org-gnosis content,  Up: Top
+
+5 Customization
+***************
+
+* Menu:
+
+* Typos | String Comparison::
+
+
+File: gnosis.info,  Node: Typos | String Comparison,  Up: Customization
+
+5.1 Typos | String Comparison
+=============================
+
+You can adjust ‘gnosis-string-difference’, this is a threshold value for
+string comparison that determines the maximum acceptable Levenshtein
+distance between two strings, which identifies their similarity
+
+   Let's illustrate with an example:
+     (setf gnosis-string-difference 1)
+
+   In this scenario, we set ‘gnosis-string-difference’ to 1.  This
+implies that two strings will be recognized as similar if they exhibit a
+difference of at most one character edit.
+
+   To demonstrate, 'example' and 'examples' will be recognized as
+similar, considering that the latter involves just one additional
+character."
+
+
+File: gnosis.info,  Node: Gnosis Algorithm,  Next: Editing notes,  Prev: 
Customization,  Up: Top
+
+6 Gnosis Algorithm
+******************
+
+Each gnosis note has a gnosis score, which is a list of 3 values,
+(gnosis-plus gnosis-minus gnosis-synolon/total).  Gnosis-synolon is what
+is used to determine the next interval upon a successful recall,
+gnosis-plus is added to gnosis-synolon upon a successful recall as well,
+gnosis-minus is subtracted from gnosis-synolon upon failing to recall a
+note's answer.
+
+   Gnosis has 2 special events, one is ‘anagnosis’ _ανάγνωση_ and
+‘lethe’ _λήθη_.
+
+* Menu:
+
+* Anagnosis Event::
+* Proto::
+
+
+File: gnosis.info,  Node: Anagnosis Event,  Next: Proto,  Up: Gnosis Algorithm
+
+6.1 Anagnosis Event
+===================
+
+‘Anagnosis’, which means comprehension & recognition of knowledge, is
+triggered when the consecutive successful or failed recalls are equal or
+greater to anagnosis value.
+
+   When ‘anagnosis’ is triggered by consecutive *successful* recalls,
+‘epignosis’ value is added to gnosis-plus.  _Epignosis means accuracy of
+knowledge_.
+
+   When ‘anagnosis’ is triggered by consecutive *failed* recalls,
+‘agnoia’ value is added to gnosis-minus.  _Agnoia means lack of
+knowledge_
+
+   You can set specific values for each deck and tag of the variables
+mentioned above by adjusting ‘gnosis-custom-values’.
+
+
+File: gnosis.info,  Node: Proto,  Prev: Anagnosis Event,  Up: Gnosis Algorithm
+
+6.2 Proto
+=========
+
+The default initial interval is defined at ‘gnosis-algorithm-proto’, you
+can define a custom initial interval for each deck as well.
+
+   ‘gnosis-algorithm-interval’ is a list of numbers, representing the
+first initial intervals for successful reviews.  There is no limit on
+the length of the list.
+
+   Example:
+
+     (setq gnosis-algorithm-interval '(0 1 2 30))
+
+   Upon each successful note review, the algorithm will increment to the
+next interval value: 0 days (0), 1 day later (1), 2 days later (2), and
+30 days later.
+
+   Upon failing to review a note without completing it's proto
+successful reviews, it's next review date will be on the same date.
+
+
+File: gnosis.info,  Node: Editing notes,  Next: Sync between devices,  Prev: 
Gnosis Algorithm,  Up: Top
+
+7 Editing notes
+***************
+
+   • Currently there are 2 ways for editing notes:
+
+        • You can edit a note after review by pressing ‘e’
+        • Open ‘gnosis-dashboard’ with ‘M-x gnosis-dashboard’, find the
+          note you want to edit and press ‘e’
+
+
+File: gnosis.info,  Node: Sync between devices,  Next: Interactions with other 
software,  Prev: Editing notes,  Up: Top
+
+8 Sync between devices
+**********************
+
+Gnosis uses git to maintain data integrity and facilitate
+synchronization across devices.
+
+   You will need to configure your remote manually.
+
+   Example:
+
+     cd ~/.emacs.d/gnosis # default location for gnosis, no-littering is 
~/.emacs.d/var/gnosis
+     git init # After completing your first review session, a git repo should 
have been initialized automatically.
+     git remote add origin <remote_url>
+     git push --set-upstream origin master
+
+   You can interactively use ‘gnosis-vc-push’ & ‘gnosis-vc-pull’.  As
+the name suggests, they rely on ‘vc’ to work properly.
+
+   Depending on your setup, ‘vc’ might require an external package for
+the ssh passphrase dialog, such as ‘x11-ssh-askpass’.
+
+   To automatically push changes after a review session, add this to
+your configuration:
+     (setf gnosis-vc-auto-push t)
+     (gnosis-vc-pull) ;; Run vc-pull for gnosis on startup
+
+
+File: gnosis.info,  Node: Interactions with other software,  Next: 
Contributing,  Prev: Sync between devices,  Up: Top
+
+9 Interactions with other software
+**********************************
+
+* Menu:
+
+* emacs-no-littering::
+
+
+File: gnosis.info,  Node: emacs-no-littering,  Up: Interactions with other 
software
+
+9.1 emacs-no-littering
+======================
+
+If you are a user of emacs-no-littering
+(https://github.com/emacscollective/no-littering), you can theme Gnosis
+to fit its standards by adding the following snippet to your
+configuration:
+
+     (setq gnosis-dir (no-littering-expand-var-file-name "gnosis/"))
+
+   This sets ‘gnosis-dir’ to ‘~/.emacs.d/var/gnosis’, in line with the
+folders of other packages.
+
+
+File: gnosis.info,  Node: Contributing,  Prev: Interactions with other 
software,  Up: Top
+
+10 Contributing
+***************
+
+Thank you for considering contributing back to gnosis.  You can
+contribute by submitting a pull request on the codeberg mirror
+repository, or directly sending me patch via email.
+
+* Menu:
+
+* How to create a patch::
+
+
+File: gnosis.info,  Node: How to create a patch,  Up: Contributing
+
+10.1 How to create a patch
+==========================
+
+_Example:_
+
+     $ git clone https://git.thanosapollo.com/gnosis.git && cd gnosis
+     $ emacs something
+     $ git add something
+     $ git commit -m "Fix something"
+     $ git format-patch HEAD^1
+     0001-Fix-something.patch
+
+   You can sent the patch to "Thanos Apollo", the email of which you can
+find on the git log.
+
+
+
+Tag Table:
+Node: Top209
+Node: Introduction1604
+Node: Adding notes2526
+Node: Note Types2780
+Node: Cloze3736
+Node: Default cloze format4113
+Node: Using anki-like syntax4725
+Node: Linking gnosis notes to org-gnosis content5817
+Node: Customization6397
+Node: Typos | String Comparison6599
+Node: Gnosis Algorithm7355
+Node: Anagnosis Event8002
+Node: Proto8743
+Node: Editing notes9510
+Node: Sync between devices9902
+Node: Interactions with other software10978
+Node: emacs-no-littering11204
+Node: Contributing11704
+Node: How to create a patch12046
+
+End Tag Table
+
+
+Local Variables:
+coding: utf-8
+End:
diff --git a/doc/gnosis.org b/doc/gnosis.org
index 04bacce430..4a62bd9ae5 100644
--- a/doc/gnosis.org
+++ b/doc/gnosis.org
@@ -57,15 +57,13 @@ note collections but also for specific tagged topics, 
thereby creating
 a personalized learning environment for each topic.  Read more on
 [[Gnosis Algorithm]]
 
-Before continuing reading this manual, it's recommended you try out
-=gnosis-demo=.
-
 * Adding notes
 Creating notes for gnosis can be done interactively with:
 
     =M-x gnosis-add-note=
 
 Or from within =gnosis-dashboard=
+
 * Note Types
 Each note is a *thema* consisting of the following components:
 
@@ -82,6 +80,7 @@ Optionally, you can use also add tags for each note.
 Notes/themas can have multiple hypotheses and answers (*depending on
 their type*), separated by =gnosis-export-separator=, which defaults to
 ="\n-"= /(a new line followed by a dash)/.
+
 ** Cloze
 :PROPERTIES:
 :CUSTOM_ID: Cloze
@@ -138,6 +137,7 @@ Example format:
 
 #+end_src
 
+
 You can format clozes like Anki if you so prefer with hints; e.g 
~{{c1::Cyproheptadine::drug name}}~
    + You can use the keyword =::= to indicate a hint.
 
@@ -151,6 +151,16 @@ You can format clozes like Anki if you so prefer with 
hints; e.g ~{{c1::Cyprohep
     acetylcholine, include whitespace in the cloze to denote a single
     word.
 
+* Linking gnosis notes to org-gnosis content
+/org-gnosis is the note taking module of gnosis/
+
++ You can create notes using =M-x org-gnosis-find=, to link them to a
+  gnosis thema use =M-x org-gnosis-insert= to insert a link of said
+  topic, either on the keimenon or parathema.
+
++ You can review gnosis questions that are linked to a topic by using
+  =M-x gnosis-review-topic=.
+
 * Customization
 :PROPERTIES:
 :CUSTOM_ID: Customization
@@ -173,8 +183,10 @@ difference of at most one character edit.
 To demonstrate, 'example' and 'examples' will be recognized as
 similar, considering that the latter involves just one additional
 character."
+
 * Gnosis Algorithm
 
+
 Each gnosis note has a gnosis score, which is a list of 3 values,
 (gnosis-plus gnosis-minus gnosis-synolon/total).  Gnosis-synolon is
 what is used to determine the next interval upon a successful recall,
@@ -183,6 +195,7 @@ well, gnosis-minus is subtracted from gnosis-synolon upon 
failing to
 recall a note's answer.
 
 Gnosis has 2 special events, one is ~anagnosis~ /ανάγνωση/ and ~lethe~ /λήθη/.
+
 ** Anagnosis Event
 ~Anagnosis~, which means comprehension & recognition of knowledge, is
 triggered when the consecutive successful or failed recalls are equal
@@ -255,6 +268,7 @@ To automatically push changes after a review session, add 
this to your configura
 (gnosis-vc-pull) ;; Run vc-pull for gnosis on startup
 #+end_src
 
+
 * Interactions with other software
 ** emacs-no-littering
 
@@ -266,6 +280,7 @@ its standards by adding the following snippet to your 
configuration:
 #+end_src
 
 This sets =gnosis-dir= to =~/.emacs.d/var/gnosis=, in line with the folders of 
other packages.
+
 * Contributing
 
 Thank you for considering contributing back to gnosis.  You can
diff --git a/doc/gnosis.texi b/doc/gnosis.texi
new file mode 100644
index 0000000000..ab06ca84bf
--- /dev/null
+++ b/doc/gnosis.texi
@@ -0,0 +1,445 @@
+\input texinfo    @c -*- texinfo -*-
+@c %**start of header
+@setfilename gnosis.info
+@settitle Gnosis User Manual
+@documentencoding UTF-8
+@documentlanguage en
+@set MAINTAINERSITE @uref{https://thanosapollo.org,maintainer webpage}
+@set MAINTAINER Thanos Apollo
+@set MAINTAINEREMAIL @email{pub...@thanosapollo.org}
+@set MAINTAINERCONTACT @uref{mailto:pub...@thanosapollo.org,contact the 
maintainer}
+@c %**end of header
+
+@dircategory Emacs misc features
+@direntry
+* Gnosis: (gnosis).     Spaced Repetition System.
+@end direntry
+
+@finalout
+@titlepage
+@title Gnosis User Manual
+@author Thanos Apollo (@email{public@@thanosapollo.org})
+@end titlepage
+
+@ifnottex
+@node Top
+@top Gnosis User Manual
+
+Gnosis is a customizable spaced repetition system designed to enhance
+memory retention through active recall.  It allows users to set
+specific review intervals for note decks & tags, creating an optimal
+learning environment tailored to each specific topic/subject.
+
+@noindent
+This manual is written for Gnosis version 0.5.0, released on 2025-06-17.
+
+@itemize
+@item
+Manual:
+@itemize
+@item
+@uref{https://elpa.nongnu.org/nongnu/doc/gnosis.html}
+@item
+@uref{https://thanosapollo.org/projects/gnosis/} (Mirror)
+@end itemize
+@item
+Git repositories:
+@itemize
+@item
+@uref{https://git.thanosapollo.org/gnosis}
+@item
+@uref{https://codeberg.org/thanosapollo/emacs-gnosis} (Mirror)
+@item
+@uref{https://git.savannah.gnu.org/cgit/emacs/nongnu.git/?h=elpa/gnosis} 
(Mirror)
+@end itemize
+@end itemize
+
+@insertcopying
+
+@end ifnottex
+
+@menu
+* Introduction::
+* Adding notes::
+* Note Types::
+* Linking gnosis notes to org-gnosis content::
+* Customization::
+* Gnosis Algorithm::
+* Editing notes::
+* Sync between devices::
+* Interactions with other software::
+* Contributing::
+
+@detailmenu
+--- The Detailed Node Listing ---
+
+Note Types
+
+* Cloze::
+
+Cloze
+
+* Default cloze format::
+* Using anki-like syntax::
+
+Customization
+
+* Typos | String Comparison::
+
+Gnosis Algorithm
+
+* Anagnosis Event::
+* Proto::
+
+Interactions with other software
+
+* emacs-no-littering::
+
+Contributing
+
+* How to create a patch::
+
+@end detailmenu
+@end menu
+
+@node Introduction
+@chapter Introduction
+
+Gnosis (γνῶσις) is a spaced repetition system that enhances memory
+retention through active recall. It employs a Q&A format, where each
+note consists of a question, answer, and explanation. Notes are
+reviewed at optimally spaced intervals based on the user's success or
+failure to recall the answer.  Key benefits arise from writing out
+answers when reviewing notes, fostering deeper understanding
+and improved memory retention.
+
+Gnosis algorithm is highly adjustable, allowing users to set specific
+values not just for note decks but for tags as well.  Gnosis'
+adjustability allows users to fine-tune settings not only for entire
+note collections but also for specific tagged topics, thereby creating
+a personalized learning environment for each topic.  Read more on
+@ref{Gnosis Algorithm}
+
+@node Adding notes
+@chapter Adding notes
+
+Creating notes for gnosis can be done interactively with:
+
+@samp{M-x gnosis-add-note}
+
+Or from within @samp{gnosis-dashboard}
+
+@node Note Types
+@chapter Note Types
+
+Each note is a @strong{thema} consisting of the following components:
+
+@itemize
+@item
+@strong{Keimenon}; The main text or question.
+@item
+@strong{Hypothesis}; Assumptions/hints for the text to guide to the right 
answer
+@itemize
+@item
+For example this is used as hints for cloze type or as choices in MCQs
+@end itemize
+@item
+@strong{Answer}; The correct response or solution to the keimenon.
+@item
+@strong{Parathema}; expansion of keimenon, that can include links to e.g
+org-gnosis topics or even files, serving as a way to link org-gnosis
+topics to current thema.
+@end itemize
+
+Optionally, you can use also add tags for each note.
+
+Notes/themas can have multiple hypotheses and answers (@strong{depending on
+their type}), separated by @samp{gnosis-export-separator}, which defaults to
+@samp{"\n-"} @emph{(a new line followed by a dash)}.
+
+@menu
+* Cloze::
+@end menu
+
+@node Cloze
+@section Cloze
+
+A cloze note type is a format where you create sentences or paragraphs
+with ``missing'' words.  A fill-in-the-blanks question.  
+
+You can create a cloze note type using @samp{M-x gnosis-add-note} and
+selecting @code{Cloze}.
+
+Example format:
+
+@menu
+* Default cloze format::
+* Using anki-like syntax::
+@end menu
+
+@node Default cloze format
+@subsection Default cloze format
+
+@example
+* Thema                      :pharmacology:antimicrobials:penicillin:
+:PROPERTIES:
+:GNOSIS_ID: NEW
+:GNOSIS_TYPE: cloze
+:END:
+** Keimenon 
+What is the treatment for Actinomyces infection?
+
+Penicillin
+
+** Hypothesis 
+- drug type
+
+** Answer 
+- Penicillin
+
+** Parathema 
+Sulfonamides → Nocardia
+Actinomyces → [[id:680ca944-8ee9-4513-92d6-25696ee01f48][Penicillin]] 
+(treatment is a SNAP)
+@end example
+
+@node Using anki-like syntax
+@subsection Using anki-like syntax
+
+@example
+* Thema                      :pharmacology:antimicrobials:penicillin:
+:PROPERTIES:
+:GNOSIS_ID: NEW
+:GNOSIS_TYPE: cloze
+:END:
+** Keimenon 
+@{c1:Cyproheptadine::drug name@} is a(n) @{c2:5-HT2@} receptor antagonist used 
to treat @{c2:serotonin syndrome@}
+
+** Hypothesis 
+- 
+
+** Answer 
+- 
+
+** Parathema 
+
+@end example
+
+
+You can format clozes like Anki if you so prefer with hints; e.g 
@code{@{@{c1::Cyproheptadine::drug name@}@}}
+@itemize
+@item
+You can use the keyword @samp{::} to indicate a hint.
+@end itemize
+
+@itemize
+@item
+For each cX-tag there will be created a cloze type note, the above
+example creates 2 cloze type notes.
+
+@item
+Each cX tag can have multiple clozes, but each cloze must be a
+@strong{UNIQUE} word, or a unique combination of words, in given note.
+
+@itemize
+@item
+If a cloze is repeated, such as in phrases with ``acetyl'' &
+acetylcholine, include whitespace in the cloze to denote a single
+word.
+@end itemize
+@end itemize
+
+@node Linking gnosis notes to org-gnosis content
+@chapter Linking gnosis notes to org-gnosis content
+
+@emph{org-gnosis is the note taking module of gnosis}
+
+@itemize
+@item
+You can create notes using @samp{M-x org-gnosis-find}, to link them to a
+gnosis thema use @samp{M-x org-gnosis-insert} to insert a link of said
+topic, either on the keimenon or parathema.
+
+@item
+You can review gnosis questions that are linked to a topic by using
+@samp{M-x gnosis-review-topic}.
+@end itemize
+
+@node Customization
+@chapter Customization
+
+@menu
+* Typos | String Comparison::
+@end menu
+
+@node Typos | String Comparison
+@section Typos | String Comparison
+
+You can adjust @samp{gnosis-string-difference}, this is a threshold value
+for string comparison that determines the maximum acceptable
+Levenshtein distance between two strings, which identifies their
+similarity
+
+Let's illustrate with an example:
+@lisp
+(setf gnosis-string-difference 1)
+@end lisp
+
+In this scenario, we set @samp{gnosis-string-difference} to 1. This implies
+that two strings will be recognized as similar if they exhibit a
+difference of at most one character edit.
+
+To demonstrate, 'example' and 'examples' will be recognized as
+similar, considering that the latter involves just one additional
+character."
+
+@node Gnosis Algorithm
+@chapter Gnosis Algorithm
+
+Each gnosis note has a gnosis score, which is a list of 3 values,
+(gnosis-plus gnosis-minus gnosis-synolon/total).  Gnosis-synolon is
+what is used to determine the next interval upon a successful recall,
+gnosis-plus is added to gnosis-synolon upon a successful recall as
+well, gnosis-minus is subtracted from gnosis-synolon upon failing to
+recall a note's answer.
+
+Gnosis has 2 special events, one is @code{anagnosis} @emph{ανάγνωση} and 
@code{lethe} @emph{λήθη}.
+
+@menu
+* Anagnosis Event::
+* Proto::
+@end menu
+
+@node Anagnosis Event
+@section Anagnosis Event
+
+@code{Anagnosis}, which means comprehension & recognition of knowledge, is
+triggered when the consecutive successful or failed recalls are equal
+or greater to anagnosis value.
+
+When @code{anagnosis} is triggered by consecutive @strong{successful} recalls,
+@code{epignosis} value is added to gnosis-plus.  @emph{Epignosis means 
accuracy of knowledge}.
+
+When @code{anagnosis} is triggered by consecutive @strong{failed} recalls,
+@code{agnoia} value is added to gnosis-minus. @emph{Agnoia means lack of 
knowledge}
+
+You can set specific values for each deck and tag of the variables
+mentioned above by adjusting @samp{gnosis-custom-values}.
+
+@node Proto
+@section Proto
+
+The default initial interval is defined at
+@samp{gnosis-algorithm-proto}, you can define a custom initial interval
+for each deck as well.
+
+@samp{gnosis-algorithm-interval} is a list of numbers, representing the
+first initial intervals for successful reviews.  There is no limit on
+the length of the list.
+
+Example:
+
+@lisp
+(setq gnosis-algorithm-interval '(0 1 2 30))
+@end lisp
+
+Upon each successful note review, the algorithm will increment to the
+next interval value: 0 days (0), 1 day later (1), 2 days later
+(2), and 30 days later.
+
+Upon failing to review a note without completing it's proto successful reviews,
+it's next review date will be on the same date.
+
+@node Editing notes
+@chapter Editing notes
+
+@itemize
+@item
+Currently there are 2 ways for editing notes:
+
+@itemize
+@item
+You can edit a note after review by pressing @code{e}
+@item
+Open @samp{gnosis-dashboard} with @samp{M-x gnosis-dashboard}, find the note 
you want to edit and press @code{e}
+@end itemize
+@end itemize
+
+@node Sync between devices
+@chapter Sync between devices
+
+Gnosis uses git to maintain data integrity and facilitate
+synchronization across devices.
+
+You will need to configure your remote manually.
+
+Example:
+
+@example
+cd ~/.emacs.d/gnosis # default location for gnosis, no-littering is 
~/.emacs.d/var/gnosis
+git init # After completing your first review session, a git repo should have 
been initialized automatically.
+git remote add origin <remote_url>
+git push --set-upstream origin master
+@end example
+
+
+You can interactively use @samp{gnosis-vc-push} & @samp{gnosis-vc-pull}. As the
+name suggests, they rely on @samp{vc} to work properly.
+
+Depending on your setup, @samp{vc} might require an external package for
+the ssh passphrase dialog, such as @code{x11-ssh-askpass}.
+
+To automatically push changes after a review session, add this to your 
configuration:
+@lisp
+(setf gnosis-vc-auto-push t)
+(gnosis-vc-pull) ;; Run vc-pull for gnosis on startup
+@end lisp
+
+@node Interactions with other software
+@chapter Interactions with other software
+
+@menu
+* emacs-no-littering::
+@end menu
+
+@node emacs-no-littering
+@section emacs-no-littering
+
+If you are a user of @uref{https://github.com/emacscollective/no-littering, 
emacs-no-littering}, you can theme Gnosis to fit
+its standards by adding the following snippet to your configuration:
+
+@lisp
+(setq gnosis-dir (no-littering-expand-var-file-name "gnosis/"))
+@end lisp
+
+This sets @samp{gnosis-dir} to @samp{~/.emacs.d/var/gnosis}, in line with the 
folders of other packages.
+
+@node Contributing
+@chapter Contributing
+
+Thank you for considering contributing back to gnosis.  You can
+contribute by submitting a pull request on the codeberg mirror
+repository, or directly sending me patch via email.
+
+@menu
+* How to create a patch::
+@end menu
+
+@node How to create a patch
+@section How to create a patch
+
+@emph{Example:}
+
+@example
+$ git clone https://git.thanosapollo.com/gnosis.git && cd gnosis
+$ emacs something
+$ git add something
+$ git commit -m "Fix something"
+$ git format-patch HEAD^1
+0001-Fix-something.patch
+@end example
+
+You can sent the patch to ``Thanos Apollo'', the email of which you can
+find on the git log.
+
+@bye

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