From f5a7617587c2b01bb6dfdca0ae86ed9b51fbb353 Mon Sep 17 00:00:00 2001
From: perasperaadastra <44439208+perasperaadastra@users.noreply.github.com>
Date: Tue, 26 Nov 2024 11:15:09 +0100
Subject: [PATCH 01/19] Move animals context

---
 contexts.yaml                         | 2 +-
 contexts/{ => animals}/animals_en.cxt | 0
 2 files changed, 1 insertion(+), 1 deletion(-)
 rename contexts/{ => animals}/animals_en.cxt (100%)

diff --git a/contexts.yaml b/contexts.yaml
index b3df020..cc28896 100644
--- a/contexts.yaml
+++ b/contexts.yaml
@@ -1,5 +1,5 @@
 ---
-animals_en.cxt:
+animals/animals_en.cxt:
   title: Animals
   source: "Ganter, B., Wille, R., & Stumme, G. (2005). Formal Concept Analysis: Foundations and Applications (Vol. 3626). Springer, p. 27"
   size:
diff --git a/contexts/animals_en.cxt b/contexts/animals/animals_en.cxt
similarity index 100%
rename from contexts/animals_en.cxt
rename to contexts/animals/animals_en.cxt

From 023ecfe0c766954fd34be012f6a7e0dfcae66c79 Mon Sep 17 00:00:00 2001
From: perasperaadastra <44439208+perasperaadastra@users.noreply.github.com>
Date: Tue, 26 Nov 2024 11:17:08 +0100
Subject: [PATCH 02/19] Move bodies-of-water contexts

---
 contexts.yaml                                       | 4 ++--
 contexts/{ => bodies-of-water}/bodiesofwater_de.cxt | 0
 contexts/{ => bodies-of-water}/bodiesofwater_en.cxt | 0
 3 files changed, 2 insertions(+), 2 deletions(-)
 rename contexts/{ => bodies-of-water}/bodiesofwater_de.cxt (100%)
 rename contexts/{ => bodies-of-water}/bodiesofwater_en.cxt (100%)

diff --git a/contexts.yaml b/contexts.yaml
index cc28896..4bb3db2 100644
--- a/contexts.yaml
+++ b/contexts.yaml
@@ -8,7 +8,7 @@ animals/animals_en.cxt:
   language: English
   description: animals and their characteristics
 
-bodiesofwater_en.cxt:
+bodies-of-water/bodiesofwater_en.cxt:
   title: Bodies of water
   source: "Wille, R. (1984). Liniendiagramme hierarchischer Begriffssysteme. Studien zur Klassifikation. Indeks Verlag"
   size:
@@ -17,7 +17,7 @@ bodiesofwater_en.cxt:
   language: English
   description: bodies of water and their properties
 
-bodiesofwater_de.cxt:
+bodies-of-water/bodiesofwater_de.cxt:
   title: Gewässer
   source: "Wille, R. (1984). Liniendiagramme hierarchischer Begriffssysteme. Studien zur Klassifikation. Indeks Verlag"
   size:
diff --git a/contexts/bodiesofwater_de.cxt b/contexts/bodies-of-water/bodiesofwater_de.cxt
similarity index 100%
rename from contexts/bodiesofwater_de.cxt
rename to contexts/bodies-of-water/bodiesofwater_de.cxt
diff --git a/contexts/bodiesofwater_en.cxt b/contexts/bodies-of-water/bodiesofwater_en.cxt
similarity index 100%
rename from contexts/bodiesofwater_en.cxt
rename to contexts/bodies-of-water/bodiesofwater_en.cxt

From 97ee576c8cf634bfa7586128e9c61b9a81bb4d99 Mon Sep 17 00:00:00 2001
From: perasperaadastra <44439208+perasperaadastra@users.noreply.github.com>
Date: Tue, 26 Nov 2024 11:20:37 +0100
Subject: [PATCH 03/19] Move drive-concepts-for-motorcars contexts

---
 contexts.yaml                                                 | 4 ++--
 .../{ => drive-concepts-for-motorcars}/driveconcepts_de.cxt   | 0
 .../{ => drive-concepts-for-motorcars}/driveconcepts_en.cxt   | 0
 3 files changed, 2 insertions(+), 2 deletions(-)
 rename contexts/{ => drive-concepts-for-motorcars}/driveconcepts_de.cxt (100%)
 rename contexts/{ => drive-concepts-for-motorcars}/driveconcepts_en.cxt (100%)

diff --git a/contexts.yaml b/contexts.yaml
index 4bb3db2..e4a6280 100644
--- a/contexts.yaml
+++ b/contexts.yaml
@@ -27,7 +27,7 @@ bodies-of-water/bodiesofwater_de.cxt:
   description: bodies of water and their properties
   note: German version of bodiesofwater_en.cxt
 
-driveconcepts_en.cxt:
+drive-concepts-for-motorcars/driveconcepts_en.cxt:
   title: Drive Concepts
   source: "Ganter, B., & Wille, R. (1999). Formal Concept analysis. Springer, p. 39"
   size:
@@ -37,7 +37,7 @@ driveconcepts_en.cxt:
   description: drive concepts for motorcars
   note: "Derived from a table on page 402 in the book Schlag nach! 100000 Tatsachen aus allen Wissensgebieten. 13. Auflage. Meyers Lexikonverlag, 1988"
 
-driveconcepts_de.cxt:
+drive-concepts-for-motorcars/driveconcepts_de.cxt:
   title: Drive Concepts
   source: "Ganter, B., & Wille, R. (1996). Formale Begriffsanalyse. Springer. p. 39"
   size:
diff --git a/contexts/driveconcepts_de.cxt b/contexts/drive-concepts-for-motorcars/driveconcepts_de.cxt
similarity index 100%
rename from contexts/driveconcepts_de.cxt
rename to contexts/drive-concepts-for-motorcars/driveconcepts_de.cxt
diff --git a/contexts/driveconcepts_en.cxt b/contexts/drive-concepts-for-motorcars/driveconcepts_en.cxt
similarity index 100%
rename from contexts/driveconcepts_en.cxt
rename to contexts/drive-concepts-for-motorcars/driveconcepts_en.cxt

From 28e0dd51efbd566aa866fb40d37a9f7e2dbb9cbc Mon Sep 17 00:00:00 2001
From: perasperaadastra <44439208+perasperaadastra@users.noreply.github.com>
Date: Tue, 26 Nov 2024 11:27:20 +0100
Subject: [PATCH 04/19] Move famous-animals context

---
 contexts.yaml                                       | 2 +-
 contexts/{ => famous-animals}/famous_animals_en.cxt | 0
 2 files changed, 1 insertion(+), 1 deletion(-)
 rename contexts/{ => famous-animals}/famous_animals_en.cxt (100%)

diff --git a/contexts.yaml b/contexts.yaml
index e4a6280..3b5a75e 100644
--- a/contexts.yaml
+++ b/contexts.yaml
@@ -47,7 +47,7 @@ drive-concepts-for-motorcars/driveconcepts_de.cxt:
   description: drive concepts for motorcars
   note: German version of driveconcepts_en.cxt
 
-famous_animals_en.cxt:
+famous-animals/famous_animals_en.cxt:
   title: Famous Animals
   source: "Priss, U. (2006), Formal concept analysis in information science. Ann. Rev. Info. Sci. Tech., 40: 521-543. p.525"
   size:
diff --git a/contexts/famous_animals_en.cxt b/contexts/famous-animals/famous_animals_en.cxt
similarity index 100%
rename from contexts/famous_animals_en.cxt
rename to contexts/famous-animals/famous_animals_en.cxt

From c62f9fa5fd93b705414f0b6c123e2fae6c973359 Mon Sep 17 00:00:00 2001
From: perasperaadastra <44439208+perasperaadastra@users.noreply.github.com>
Date: Tue, 26 Nov 2024 11:29:01 +0100
Subject: [PATCH 05/19] Move living-beings-and-water contexts

---
 contexts.yaml                                              | 4 ++--
 contexts/{ => living-beings-and-water}/livingbeings_de.cxt | 0
 contexts/{ => living-beings-and-water}/livingbeings_en.cxt | 0
 3 files changed, 2 insertions(+), 2 deletions(-)
 rename contexts/{ => living-beings-and-water}/livingbeings_de.cxt (100%)
 rename contexts/{ => living-beings-and-water}/livingbeings_en.cxt (100%)

diff --git a/contexts.yaml b/contexts.yaml
index 3b5a75e..c1bc87b 100644
--- a/contexts.yaml
+++ b/contexts.yaml
@@ -56,7 +56,7 @@ famous-animals/famous_animals_en.cxt:
   language: English
   description: famous animals and their characteristics
 
-livingbeings_en.cxt:
+living-beings-and-water/livingbeings_en.cxt:
   title: Living Beings and Water
   source: "Ganter, B., & Wille, R. (1999). Formal Concept analysis. Springer, p. 18"
   size:
@@ -65,7 +65,7 @@ livingbeings_en.cxt:
   language: English
   description: conditions different living beings need
 
-livingbeings_de.cxt:
+living-beings-and-water/livingbeings_de.cxt:
   title: Lebewesen und Wasser
   source: "Ganter, B., & Wille, R. (1996). Formale Begriffsanalyse. Springer. p. 18"
   size:
diff --git a/contexts/livingbeings_de.cxt b/contexts/living-beings-and-water/livingbeings_de.cxt
similarity index 100%
rename from contexts/livingbeings_de.cxt
rename to contexts/living-beings-and-water/livingbeings_de.cxt
diff --git a/contexts/livingbeings_en.cxt b/contexts/living-beings-and-water/livingbeings_en.cxt
similarity index 100%
rename from contexts/livingbeings_en.cxt
rename to contexts/living-beings-and-water/livingbeings_en.cxt

From d6f9c0508e87f5df046cab2010192cc7b814f9b2 Mon Sep 17 00:00:00 2001
From: perasperaadastra <44439208+perasperaadastra@users.noreply.github.com>
Date: Tue, 26 Nov 2024 11:30:33 +0100
Subject: [PATCH 06/19] Move miss-marple contexts

---
 contexts.yaml                                | 4 ++--
 contexts/{ => miss-marple}/missmarple_de.cxt | 0
 contexts/{ => miss-marple}/missmarple_en.cxt | 0
 3 files changed, 2 insertions(+), 2 deletions(-)
 rename contexts/{ => miss-marple}/missmarple_de.cxt (100%)
 rename contexts/{ => miss-marple}/missmarple_en.cxt (100%)

diff --git a/contexts.yaml b/contexts.yaml
index c1bc87b..d8832f2 100644
--- a/contexts.yaml
+++ b/contexts.yaml
@@ -75,7 +75,7 @@ living-beings-and-water/livingbeings_de.cxt:
   description: conditions different living beings need
   note: German version of livingbeings_en.cxt
 
-missmarple_en.cxt:
+miss-marple/missmarple_en.cxt:
   title: Methods of murder in Miss Marple novels
   source: "Schott, B. (2004). Schotts Sammelsurium. Bloomsbury, Berlin"
   size:
@@ -84,7 +84,7 @@ missmarple_en.cxt:
   language: English
   description: methods of murder in Miss Marple novels (not short stories!)
 
-missmarple_de.cxt:
+miss-marple/missmarple_de.cxt:
   title: Mordmethoden in Miss-Marple-Romanen
   source: "Schott, B. (2004). Schotts Sammelsurium. Bloomsbury, Berlin"
   size:
diff --git a/contexts/missmarple_de.cxt b/contexts/miss-marple/missmarple_de.cxt
similarity index 100%
rename from contexts/missmarple_de.cxt
rename to contexts/miss-marple/missmarple_de.cxt
diff --git a/contexts/missmarple_en.cxt b/contexts/miss-marple/missmarple_en.cxt
similarity index 100%
rename from contexts/missmarple_en.cxt
rename to contexts/miss-marple/missmarple_en.cxt

From 102832e97e8ed8e2cf4307cf8d59e1e7f0bf60e4 Mon Sep 17 00:00:00 2001
From: perasperaadastra <44439208+perasperaadastra@users.noreply.github.com>
Date: Tue, 26 Nov 2024 11:31:52 +0100
Subject: [PATCH 07/19] Move music-characteristics context

---
 contexts.yaml                                     | 2 +-
 contexts/{ => music-characteristics}/music_en.cxt | 0
 2 files changed, 1 insertion(+), 1 deletion(-)
 rename contexts/{ => music-characteristics}/music_en.cxt (100%)

diff --git a/contexts.yaml b/contexts.yaml
index d8832f2..940bb0f 100644
--- a/contexts.yaml
+++ b/contexts.yaml
@@ -94,7 +94,7 @@ miss-marple/missmarple_de.cxt:
   description: methods of murder in Miss Marple novels (not short stories!)
   note: German version of missmarple_en.cxt
 
-music_en.cxt:
+music-characteristics/music_en.cxt:
   title: Music
   source: "Ganter, B., Wille, R., & Stumme, G. (2005). Formal Concept Analysis: Foundations and Applications (Vol. 3626). Springer, p. 22"
   size:
diff --git a/contexts/music_en.cxt b/contexts/music-characteristics/music_en.cxt
similarity index 100%
rename from contexts/music_en.cxt
rename to contexts/music-characteristics/music_en.cxt

From a126eda32ef8774b7b92eb58b74116eef8c21c56 Mon Sep 17 00:00:00 2001
From: perasperaadastra <44439208+perasperaadastra@users.noreply.github.com>
Date: Tue, 26 Nov 2024 11:33:32 +0100
Subject: [PATCH 08/19] Move new-zealand-activities context

---
 contexts.yaml                                           | 2 +-
 contexts/{ => new-zealand-activities}/newzealand_en.cxt | 0
 2 files changed, 1 insertion(+), 1 deletion(-)
 rename contexts/{ => new-zealand-activities}/newzealand_en.cxt (100%)

diff --git a/contexts.yaml b/contexts.yaml
index 940bb0f..8c6aedd 100644
--- a/contexts.yaml
+++ b/contexts.yaml
@@ -103,7 +103,7 @@ music-characteristics/music_en.cxt:
   language: English
   description: music and their characteristics
 
-newzealand_en.cxt:
+new-zealand-activities/newzealand_en.cxt:
   title: New Zealand Leasure
   source: "DK Eyewitness Travel Guide New Zealand. Dorling Kindersley Publishing Inc. 2001."
   size:
diff --git a/contexts/newzealand_en.cxt b/contexts/new-zealand-activities/newzealand_en.cxt
similarity index 100%
rename from contexts/newzealand_en.cxt
rename to contexts/new-zealand-activities/newzealand_en.cxt

From 3e8156940cbaeac277ee850c934a509e3bf49f77 Mon Sep 17 00:00:00 2001
From: perasperaadastra <44439208+perasperaadastra@users.noreply.github.com>
Date: Tue, 26 Nov 2024 11:37:18 +0100
Subject: [PATCH 09/19] Move office-supplies-and-services contexts

---
 contexts.yaml                                                 | 4 ++--
 .../{ => office-supplies-and-services}/officesupplies_de.cxt  | 0
 .../{ => office-supplies-and-services}/officesupplies_en.cxt  | 0
 3 files changed, 2 insertions(+), 2 deletions(-)
 rename contexts/{ => office-supplies-and-services}/officesupplies_de.cxt (100%)
 rename contexts/{ => office-supplies-and-services}/officesupplies_en.cxt (100%)

diff --git a/contexts.yaml b/contexts.yaml
index 8c6aedd..b86b1a7 100644
--- a/contexts.yaml
+++ b/contexts.yaml
@@ -112,7 +112,7 @@ new-zealand-activities/newzealand_en.cxt:
   language: English
   description: Places in New Zealand and offered activities
 
-officesupplies_en.cxt:
+office-supplies-and-services/officesupplies_en.cxt:
   title: Office Supplies
   source: "Ganter, B., & Wille, R. (1999). Formal Concept analysis. Springer, p. 25"
   size:
@@ -121,7 +121,7 @@ officesupplies_en.cxt:
   language: English
   description: service offers of an office supplies business
 
-officesupplies_de.cxt:
+office-supplies-and-services/officesupplies_de.cxt:
   title: Bürobedarf
   source: "Ganter, B., & Wille, R. (1996). Formale Begriffsanalyse. Springer. p. 25"
   size:
diff --git a/contexts/officesupplies_de.cxt b/contexts/office-supplies-and-services/officesupplies_de.cxt
similarity index 100%
rename from contexts/officesupplies_de.cxt
rename to contexts/office-supplies-and-services/officesupplies_de.cxt
diff --git a/contexts/officesupplies_en.cxt b/contexts/office-supplies-and-services/officesupplies_en.cxt
similarity index 100%
rename from contexts/officesupplies_en.cxt
rename to contexts/office-supplies-and-services/officesupplies_en.cxt

From 1dee7b4c57240dc254e27853cea14859bc4c9844 Mon Sep 17 00:00:00 2001
From: perasperaadastra <44439208+perasperaadastra@users.noreply.github.com>
Date: Tue, 26 Nov 2024 11:38:36 +0100
Subject: [PATCH 10/19] Move planets context

---
 contexts.yaml                         | 2 +-
 contexts/{ => planets}/planets_en.cxt | 0
 2 files changed, 1 insertion(+), 1 deletion(-)
 rename contexts/{ => planets}/planets_en.cxt (100%)

diff --git a/contexts.yaml b/contexts.yaml
index b86b1a7..aa041be 100644
--- a/contexts.yaml
+++ b/contexts.yaml
@@ -131,7 +131,7 @@ office-supplies-and-services/officesupplies_de.cxt:
   description: service offers of an office supplies business
   note: German version of officesupplies_en.cxt
 
-planets_en.cxt:
+planets/planets_en.cxt:
   title: Planets
   source: "Anggraini, D. (2011). Analisis Perubahan Kelompok Berdasarkan Perubahan Nilai Jual Pada Bloomberg Market Data dengan Menggunakan Formal Concept Analysis, p. 7"
   size:
diff --git a/contexts/planets_en.cxt b/contexts/planets/planets_en.cxt
similarity index 100%
rename from contexts/planets_en.cxt
rename to contexts/planets/planets_en.cxt

From 96638d12d625ae6ba89151ad08ace51c18aca2c2 Mon Sep 17 00:00:00 2001
From: perasperaadastra <44439208+perasperaadastra@users.noreply.github.com>
Date: Tue, 26 Nov 2024 11:42:16 +0100
Subject: [PATCH 11/19] Move seasoning-planner context

---
 contexts.yaml                                            | 2 +-
 contexts/{ => seasoning-planner}/seasoningplanner_de.cxt | 0
 2 files changed, 1 insertion(+), 1 deletion(-)
 rename contexts/{ => seasoning-planner}/seasoningplanner_de.cxt (100%)

diff --git a/contexts.yaml b/contexts.yaml
index aa041be..e891610 100644
--- a/contexts.yaml
+++ b/contexts.yaml
@@ -140,7 +140,7 @@ planets/planets_en.cxt:
   language: English
   description: size and distance of planets
 
-seasoningplanner_de.cxt:
+seasoning-planner/seasoningplanner_de.cxt:
   title: Gewürzplaner
   source: "Mahn, M. (2014). Gewürze: Das Standardwerk. Christian Verlag GmbH, München"
   size:
diff --git a/contexts/seasoningplanner_de.cxt b/contexts/seasoning-planner/seasoningplanner_de.cxt
similarity index 100%
rename from contexts/seasoningplanner_de.cxt
rename to contexts/seasoning-planner/seasoningplanner_de.cxt

From f3d28d1ac0c62dc35de3d60b51d59fac98b0f96e Mon Sep 17 00:00:00 2001
From: perasperaadastra <44439208+perasperaadastra@users.noreply.github.com>
Date: Tue, 26 Nov 2024 11:43:21 +0100
Subject: [PATCH 12/19] Move tea-ladies context

---
 contexts.yaml                         | 2 +-
 contexts/{ => tea-ladies}/tealady.cxt | 0
 2 files changed, 1 insertion(+), 1 deletion(-)
 rename contexts/{ => tea-ladies}/tealady.cxt (100%)

diff --git a/contexts.yaml b/contexts.yaml
index e891610..505a3df 100644
--- a/contexts.yaml
+++ b/contexts.yaml
@@ -149,7 +149,7 @@ seasoning-planner/seasoningplanner_de.cxt:
   language: German
   description: spices and herbs together and the meals they match
 
-tealady.cxt:
+tea-ladies/tealady.cxt:
   title: Tea Ladies
   source: "Wille, R. (1992). Concept Lattices and Conceptual Knowledge Systems. Computers & Mathematics with Applications, 23, 6-9, p. 493-515"
   size:
diff --git a/contexts/tealady.cxt b/contexts/tea-ladies/tealady.cxt
similarity index 100%
rename from contexts/tealady.cxt
rename to contexts/tea-ladies/tealady.cxt

From c9081bac69eb9b8eecdfad1d7a1c287f9f37dc3a Mon Sep 17 00:00:00 2001
From: perasperaadastra <44439208+perasperaadastra@users.noreply.github.com>
Date: Tue, 26 Nov 2024 14:27:16 +0100
Subject: [PATCH 13/19] Split contexts metadata and add script and workflow for
 automatic merging

---
 .../workflows/merge-contexts-metadata.yaml    |  34 +++
 contexts/animals/metadata.yaml                |   8 +
 contexts/bodies-of-water/metadata.yaml        |  18 ++
 .../metadata.yaml                             |  19 ++
 contexts/famous-animals/metadata.yaml         |   8 +
 .../living-beings-and-water/metadata.yaml     |  18 ++
 contexts/miss-marple/metadata.yaml            |  18 ++
 contexts/music-characteristics/metadata.yaml  |   8 +
 contexts/new-zealand-activities/metadata.yaml |   8 +
 .../metadata.yaml                             |  18 ++
 contexts/planets/metadata.yaml                |   8 +
 contexts/seasoning-planner/metadata.yaml      |   8 +
 contexts/tea-ladies/metadata.yaml             |   8 +
 ...exts.yaml => merged-contexts-metadata.yaml | 218 +++++++++---------
 scripts/merge-contexts-metadata.py            |  68 ++++++
 15 files changed, 355 insertions(+), 112 deletions(-)
 create mode 100644 .github/workflows/merge-contexts-metadata.yaml
 create mode 100644 contexts/animals/metadata.yaml
 create mode 100644 contexts/bodies-of-water/metadata.yaml
 create mode 100644 contexts/drive-concepts-for-motorcars/metadata.yaml
 create mode 100644 contexts/famous-animals/metadata.yaml
 create mode 100644 contexts/living-beings-and-water/metadata.yaml
 create mode 100644 contexts/miss-marple/metadata.yaml
 create mode 100644 contexts/music-characteristics/metadata.yaml
 create mode 100644 contexts/new-zealand-activities/metadata.yaml
 create mode 100644 contexts/office-supplies-and-services/metadata.yaml
 create mode 100644 contexts/planets/metadata.yaml
 create mode 100644 contexts/seasoning-planner/metadata.yaml
 create mode 100644 contexts/tea-ladies/metadata.yaml
 rename contexts.yaml => merged-contexts-metadata.yaml (61%)
 create mode 100644 scripts/merge-contexts-metadata.py

diff --git a/.github/workflows/merge-contexts-metadata.yaml b/.github/workflows/merge-contexts-metadata.yaml
new file mode 100644
index 0000000..908856c
--- /dev/null
+++ b/.github/workflows/merge-contexts-metadata.yaml
@@ -0,0 +1,34 @@
+name: Merge YAML Files
+
+on:
+  push:
+    branches:
+      - main
+  workflow_dispatch:
+
+jobs:
+  merge-yaml:
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v4
+
+      - name: Set up Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.11'
+
+      - name: Install dependencies
+        run: pip install pyyaml
+
+      - name: Run YAML merge script
+        run: python scripts/merge_contexts_metadata.py
+
+      - name: Commit and push merged YAML file
+        run: |
+          git config --local user.email "action@github.com"
+          git config --local user.name "GitHub Action"
+          git add contexts.yaml
+          git diff --quiet && git diff --staged --quiet || git commit -m "Update contexts metadata file"
+          git push
diff --git a/contexts/animals/metadata.yaml b/contexts/animals/metadata.yaml
new file mode 100644
index 0000000..bdd5d97
--- /dev/null
+++ b/contexts/animals/metadata.yaml
@@ -0,0 +1,8 @@
+animals/animals_en.cxt:
+  title: Animals
+  source: "Ganter, B., Wille, R., & Stumme, G. (2005). Formal Concept Analysis: Foundations and Applications (Vol. 3626). Springer, p. 27"
+  size:
+    objects: 35
+    attributes: 11
+  language: English
+  description: animals and their characteristics
diff --git a/contexts/bodies-of-water/metadata.yaml b/contexts/bodies-of-water/metadata.yaml
new file mode 100644
index 0000000..5122b95
--- /dev/null
+++ b/contexts/bodies-of-water/metadata.yaml
@@ -0,0 +1,18 @@
+bodies-of-water/bodiesofwater_en.cxt:
+  title: Bodies of water
+  source: "Wille, R. (1984). Liniendiagramme hierarchischer Begriffssysteme. Studien zur Klassifikation. Indeks Verlag"
+  size:
+    objects: 8
+    attributes: 6
+  language: English
+  description: bodies of water and their properties
+
+bodies-of-water/bodiesofwater_de.cxt:
+  title: Gewässer
+  source: "Wille, R. (1984). Liniendiagramme hierarchischer Begriffssysteme. Studien zur Klassifikation. Indeks Verlag"
+  size:
+    objects: 8
+    attributes: 6
+  language: German
+  description: bodies of water and their properties
+  note: German version of bodiesofwater_en.cxt
diff --git a/contexts/drive-concepts-for-motorcars/metadata.yaml b/contexts/drive-concepts-for-motorcars/metadata.yaml
new file mode 100644
index 0000000..59188d2
--- /dev/null
+++ b/contexts/drive-concepts-for-motorcars/metadata.yaml
@@ -0,0 +1,19 @@
+drive-concepts-for-motorcars/driveconcepts_en.cxt:
+  title: Drive Concepts
+  source: "Ganter, B., & Wille, R. (1999). Formal Concept analysis. Springer, p. 39"
+  size:
+    objects: 5
+    attributes: 25
+  language: English
+  description: drive concepts for motorcars
+  note: "Derived from a table on page 402 in the book Schlag nach! 100000 Tatsachen aus allen Wissensgebieten. 13. Auflage. Meyers Lexikonverlag, 1988"
+
+drive-concepts-for-motorcars/driveconcepts_de.cxt:
+  title: Drive Concepts
+  source: "Ganter, B., & Wille, R. (1996). Formale Begriffsanalyse. Springer. p. 39"
+  size:
+    objects: 5
+    attributes: 25
+  language: German
+  description: drive concepts for motorcars
+  note: German version of driveconcepts_en.cxt
diff --git a/contexts/famous-animals/metadata.yaml b/contexts/famous-animals/metadata.yaml
new file mode 100644
index 0000000..ec59550
--- /dev/null
+++ b/contexts/famous-animals/metadata.yaml
@@ -0,0 +1,8 @@
+famous-animals/famous_animals_en.cxt:
+  title: Famous Animals
+  source: "Priss, U. (2006), Formal concept analysis in information science. Ann. Rev. Info. Sci. Tech., 40: 521-543. p.525"
+  size:
+    objects: 5
+    attributes: 6
+  language: English
+  description: famous animals and their characteristics
diff --git a/contexts/living-beings-and-water/metadata.yaml b/contexts/living-beings-and-water/metadata.yaml
new file mode 100644
index 0000000..3af3cab
--- /dev/null
+++ b/contexts/living-beings-and-water/metadata.yaml
@@ -0,0 +1,18 @@
+living-beings-and-water/livingbeings_en.cxt:
+  title: Living Beings and Water
+  source: "Ganter, B., & Wille, R. (1999). Formal Concept analysis. Springer, p. 18"
+  size:
+    objects: 8
+    attributes: 9
+  language: English
+  description: conditions different living beings need
+
+living-beings-and-water/livingbeings_de.cxt:
+  title: Lebewesen und Wasser
+  source: "Ganter, B., & Wille, R. (1996). Formale Begriffsanalyse. Springer. p. 18"
+  size:
+    objects: 8
+    attributes: 9
+  language: German
+  description: conditions different living beings need
+  note: German version of livingbeings_en.cxt
diff --git a/contexts/miss-marple/metadata.yaml b/contexts/miss-marple/metadata.yaml
new file mode 100644
index 0000000..ade279b
--- /dev/null
+++ b/contexts/miss-marple/metadata.yaml
@@ -0,0 +1,18 @@
+miss-marple/missmarple_en.cxt:
+  title: Methods of murder in Miss Marple novels
+  source: "Schott, B. (2004). Schotts Sammelsurium. Bloomsbury, Berlin"
+  size:
+    objects: 12
+    attributes: 6
+  language: English
+  description: methods of murder in Miss Marple novels (not short stories!)
+
+miss-marple/missmarple_de.cxt:
+  title: Mordmethoden in Miss-Marple-Romanen
+  source: "Schott, B. (2004). Schotts Sammelsurium. Bloomsbury, Berlin"
+  size:
+    objects: 12
+    attributes: 6
+  language: German / English
+  description: methods of murder in Miss Marple novels (not short stories!)
+  note: German version of missmarple_en.cxt
diff --git a/contexts/music-characteristics/metadata.yaml b/contexts/music-characteristics/metadata.yaml
new file mode 100644
index 0000000..7333e40
--- /dev/null
+++ b/contexts/music-characteristics/metadata.yaml
@@ -0,0 +1,8 @@
+music-characteristics/music_en.cxt:
+  title: Music
+  source: "Ganter, B., Wille, R., & Stumme, G. (2005). Formal Concept Analysis: Foundations and Applications (Vol. 3626). Springer, p. 22"
+  size:
+    objects: 31
+    attributes: 11
+  language: English
+  description: music and their characteristics
diff --git a/contexts/new-zealand-activities/metadata.yaml b/contexts/new-zealand-activities/metadata.yaml
new file mode 100644
index 0000000..2e5ce3f
--- /dev/null
+++ b/contexts/new-zealand-activities/metadata.yaml
@@ -0,0 +1,8 @@
+new-zealand-activities/newzealand_en.cxt:
+  title: New Zealand Leasure
+  source: "DK Eyewitness Travel Guide New Zealand. Dorling Kindersley Publishing Inc. 2001."
+  size:
+    objects: 13
+    attributes: 8
+  language: English
+  description: Places in New Zealand and offered activities
diff --git a/contexts/office-supplies-and-services/metadata.yaml b/contexts/office-supplies-and-services/metadata.yaml
new file mode 100644
index 0000000..9612576
--- /dev/null
+++ b/contexts/office-supplies-and-services/metadata.yaml
@@ -0,0 +1,18 @@
+office-supplies-and-services/officesupplies_en.cxt:
+  title: Office Supplies
+  source: "Ganter, B., & Wille, R. (1999). Formal Concept analysis. Springer, p. 25"
+  size:
+    objects: 8
+    attributes: 5
+  language: English
+  description: service offers of an office supplies business
+
+office-supplies-and-services/officesupplies_de.cxt:
+  title: Bürobedarf
+  source: "Ganter, B., & Wille, R. (1996). Formale Begriffsanalyse. Springer. p. 25"
+  size:
+    objects: 8
+    attributes: 5
+  language: German
+  description: service offers of an office supplies business
+  note: German version of officesupplies_en.cxt
diff --git a/contexts/planets/metadata.yaml b/contexts/planets/metadata.yaml
new file mode 100644
index 0000000..874d811
--- /dev/null
+++ b/contexts/planets/metadata.yaml
@@ -0,0 +1,8 @@
+planets/planets_en.cxt:
+  title: Planets
+  source: "Anggraini, D. (2011). Analisis Perubahan Kelompok Berdasarkan Perubahan Nilai Jual Pada Bloomberg Market Data dengan Menggunakan Formal Concept Analysis, p. 7"
+  size:
+    objects: 9
+    attributes: 7
+  language: English
+  description: size and distance of planets
diff --git a/contexts/seasoning-planner/metadata.yaml b/contexts/seasoning-planner/metadata.yaml
new file mode 100644
index 0000000..138a5e7
--- /dev/null
+++ b/contexts/seasoning-planner/metadata.yaml
@@ -0,0 +1,8 @@
+seasoning-planner/seasoningplanner_de.cxt:
+  title: Gewürzplaner
+  source: "Mahn, M. (2014). Gewürze: Das Standardwerk. Christian Verlag GmbH, München"
+  size:
+    objects: 56
+    attributes: 37
+  language: German
+  description: spices and herbs together and the meals they match
diff --git a/contexts/tea-ladies/metadata.yaml b/contexts/tea-ladies/metadata.yaml
new file mode 100644
index 0000000..71cb698
--- /dev/null
+++ b/contexts/tea-ladies/metadata.yaml
@@ -0,0 +1,8 @@
+tea-ladies/tealady.cxt:
+  title: Tea Ladies
+  source: "Wille, R. (1992). Concept Lattices and Conceptual Knowledge Systems. Computers & Mathematics with Applications, 23, 6-9, p. 493-515"
+  size:
+    objects: 18
+    attributes: 14
+  language:
+  description: participation of social events by some ladies in Old City
diff --git a/contexts.yaml b/merged-contexts-metadata.yaml
similarity index 61%
rename from contexts.yaml
rename to merged-contexts-metadata.yaml
index 505a3df..413a08f 100644
--- a/contexts.yaml
+++ b/merged-contexts-metadata.yaml
@@ -1,159 +1,153 @@
----
+# This is the automatically merged metadata. Please do not modify it directly.
 animals/animals_en.cxt:
-  title: Animals
-  source: "Ganter, B., Wille, R., & Stumme, G. (2005). Formal Concept Analysis: Foundations and Applications (Vol. 3626). Springer, p. 27"
+  description: animals and their characteristics
+  language: English
   size:
-    objects: 35
     attributes: 11
-  language: English
-  description: animals and their characteristics
-
-bodies-of-water/bodiesofwater_en.cxt:
-  title: Bodies of water
-  source: "Wille, R. (1984). Liniendiagramme hierarchischer Begriffssysteme. Studien zur Klassifikation. Indeks Verlag"
+    objects: 35
+  source: 'Ganter, B., Wille, R., & Stumme, G. (2005). Formal Concept Analysis: Foundations
+    and Applications (Vol. 3626). Springer, p. 27'
+  title: Animals
+bodies-of-water/bodiesofwater_de.cxt:
+  description: bodies of water and their properties
+  language: German
+  note: German version of bodiesofwater_en.cxt
   size:
-    objects: 8
     attributes: 6
-  language: English
-  description: bodies of water and their properties
-
-bodies-of-water/bodiesofwater_de.cxt:
+    objects: 8
+  source: Wille, R. (1984). Liniendiagramme hierarchischer Begriffssysteme. Studien
+    zur Klassifikation. Indeks Verlag
   title: Gewässer
-  source: "Wille, R. (1984). Liniendiagramme hierarchischer Begriffssysteme. Studien zur Klassifikation. Indeks Verlag"
+bodies-of-water/bodiesofwater_en.cxt:
+  description: bodies of water and their properties
+  language: English
   size:
-    objects: 8
     attributes: 6
+    objects: 8
+  source: Wille, R. (1984). Liniendiagramme hierarchischer Begriffssysteme. Studien
+    zur Klassifikation. Indeks Verlag
+  title: Bodies of water
+drive-concepts-for-motorcars/driveconcepts_de.cxt:
+  description: drive concepts for motorcars
   language: German
-  description: bodies of water and their properties
-  note: German version of bodiesofwater_en.cxt
-
-drive-concepts-for-motorcars/driveconcepts_en.cxt:
-  title: Drive Concepts
-  source: "Ganter, B., & Wille, R. (1999). Formal Concept analysis. Springer, p. 39"
+  note: German version of driveconcepts_en.cxt
   size:
-    objects: 5
     attributes: 25
-  language: English
-  description: drive concepts for motorcars
-  note: "Derived from a table on page 402 in the book Schlag nach! 100000 Tatsachen aus allen Wissensgebieten. 13. Auflage. Meyers Lexikonverlag, 1988"
-
-drive-concepts-for-motorcars/driveconcepts_de.cxt:
+    objects: 5
+  source: Ganter, B., & Wille, R. (1996). Formale Begriffsanalyse. Springer. p. 39
   title: Drive Concepts
-  source: "Ganter, B., & Wille, R. (1996). Formale Begriffsanalyse. Springer. p. 39"
+drive-concepts-for-motorcars/driveconcepts_en.cxt:
+  description: drive concepts for motorcars
+  language: English
+  note: Derived from a table on page 402 in the book Schlag nach! 100000 Tatsachen
+    aus allen Wissensgebieten. 13. Auflage. Meyers Lexikonverlag, 1988
   size:
-    objects: 5
     attributes: 25
-  language: German
-  description: drive concepts for motorcars
-  note: German version of driveconcepts_en.cxt
-
+    objects: 5
+  source: Ganter, B., & Wille, R. (1999). Formal Concept analysis. Springer, p. 39
+  title: Drive Concepts
 famous-animals/famous_animals_en.cxt:
-  title: Famous Animals
-  source: "Priss, U. (2006), Formal concept analysis in information science. Ann. Rev. Info. Sci. Tech., 40: 521-543. p.525"
+  description: famous animals and their characteristics
+  language: English
   size:
-    objects: 5
     attributes: 6
-  language: English
-  description: famous animals and their characteristics
-
-living-beings-and-water/livingbeings_en.cxt:
-  title: Living Beings and Water
-  source: "Ganter, B., & Wille, R. (1999). Formal Concept analysis. Springer, p. 18"
+    objects: 5
+  source: 'Priss, U. (2006), Formal concept analysis in information science. Ann.
+    Rev. Info. Sci. Tech., 40: 521-543. p.525'
+  title: Famous Animals
+living-beings-and-water/livingbeings_de.cxt:
+  description: conditions different living beings need
+  language: German
+  note: German version of livingbeings_en.cxt
   size:
-    objects: 8
     attributes: 9
-  language: English
-  description: conditions different living beings need
-
-living-beings-and-water/livingbeings_de.cxt:
+    objects: 8
+  source: Ganter, B., & Wille, R. (1996). Formale Begriffsanalyse. Springer. p. 18
   title: Lebewesen und Wasser
-  source: "Ganter, B., & Wille, R. (1996). Formale Begriffsanalyse. Springer. p. 18"
+living-beings-and-water/livingbeings_en.cxt:
+  description: conditions different living beings need
+  language: English
   size:
-    objects: 8
     attributes: 9
-  language: German
-  description: conditions different living beings need
-  note: German version of livingbeings_en.cxt
-
-miss-marple/missmarple_en.cxt:
-  title: Methods of murder in Miss Marple novels
-  source: "Schott, B. (2004). Schotts Sammelsurium. Bloomsbury, Berlin"
+    objects: 8
+  source: Ganter, B., & Wille, R. (1999). Formal Concept analysis. Springer, p. 18
+  title: Living Beings and Water
+miss-marple/missmarple_de.cxt:
+  description: methods of murder in Miss Marple novels (not short stories!)
+  language: German / English
+  note: German version of missmarple_en.cxt
   size:
-    objects: 12
     attributes: 6
-  language: English
-  description: methods of murder in Miss Marple novels (not short stories!)
-
-miss-marple/missmarple_de.cxt:
+    objects: 12
+  source: Schott, B. (2004). Schotts Sammelsurium. Bloomsbury, Berlin
   title: Mordmethoden in Miss-Marple-Romanen
-  source: "Schott, B. (2004). Schotts Sammelsurium. Bloomsbury, Berlin"
+miss-marple/missmarple_en.cxt:
+  description: methods of murder in Miss Marple novels (not short stories!)
+  language: English
   size:
-    objects: 12
     attributes: 6
-  language: German / English
-  description: methods of murder in Miss Marple novels (not short stories!)
-  note: German version of missmarple_en.cxt
-
+    objects: 12
+  source: Schott, B. (2004). Schotts Sammelsurium. Bloomsbury, Berlin
+  title: Methods of murder in Miss Marple novels
 music-characteristics/music_en.cxt:
-  title: Music
-  source: "Ganter, B., Wille, R., & Stumme, G. (2005). Formal Concept Analysis: Foundations and Applications (Vol. 3626). Springer, p. 22"
+  description: music and their characteristics
+  language: English
   size:
-    objects: 31
     attributes: 11
-  language: English
-  description: music and their characteristics
-
+    objects: 31
+  source: 'Ganter, B., Wille, R., & Stumme, G. (2005). Formal Concept Analysis: Foundations
+    and Applications (Vol. 3626). Springer, p. 22'
+  title: Music
 new-zealand-activities/newzealand_en.cxt:
-  title: New Zealand Leasure
-  source: "DK Eyewitness Travel Guide New Zealand. Dorling Kindersley Publishing Inc. 2001."
+  description: Places in New Zealand and offered activities
+  language: English
   size:
-    objects: 13
     attributes: 8
-  language: English
-  description: Places in New Zealand and offered activities
-
-office-supplies-and-services/officesupplies_en.cxt:
-  title: Office Supplies
-  source: "Ganter, B., & Wille, R. (1999). Formal Concept analysis. Springer, p. 25"
+    objects: 13
+  source: DK Eyewitness Travel Guide New Zealand. Dorling Kindersley Publishing Inc.
+    2001.
+  title: New Zealand Leasure
+office-supplies-and-services/officesupplies_de.cxt:
+  description: service offers of an office supplies business
+  language: German
+  note: German version of officesupplies_en.cxt
   size:
-    objects: 8
     attributes: 5
-  language: English
-  description: service offers of an office supplies business
-
-office-supplies-and-services/officesupplies_de.cxt:
+    objects: 8
+  source: Ganter, B., & Wille, R. (1996). Formale Begriffsanalyse. Springer. p. 25
   title: Bürobedarf
-  source: "Ganter, B., & Wille, R. (1996). Formale Begriffsanalyse. Springer. p. 25"
+office-supplies-and-services/officesupplies_en.cxt:
+  description: service offers of an office supplies business
+  language: English
   size:
-    objects: 8
     attributes: 5
-  language: German
-  description: service offers of an office supplies business
-  note: German version of officesupplies_en.cxt
-
+    objects: 8
+  source: Ganter, B., & Wille, R. (1999). Formal Concept analysis. Springer, p. 25
+  title: Office Supplies
 planets/planets_en.cxt:
-  title: Planets
-  source: "Anggraini, D. (2011). Analisis Perubahan Kelompok Berdasarkan Perubahan Nilai Jual Pada Bloomberg Market Data dengan Menggunakan Formal Concept Analysis, p. 7"
+  description: size and distance of planets
+  language: English
   size:
-    objects: 9
     attributes: 7
-  language: English
-  description: size and distance of planets
-
+    objects: 9
+  source: Anggraini, D. (2011). Analisis Perubahan Kelompok Berdasarkan Perubahan
+    Nilai Jual Pada Bloomberg Market Data dengan Menggunakan Formal Concept Analysis,
+    p. 7
+  title: Planets
 seasoning-planner/seasoningplanner_de.cxt:
-  title: Gewürzplaner
-  source: "Mahn, M. (2014). Gewürze: Das Standardwerk. Christian Verlag GmbH, München"
+  description: spices and herbs together and the meals they match
+  language: German
   size:
-    objects: 56
     attributes: 37
-  language: German
-  description: spices and herbs together and the meals they match
-
+    objects: 56
+  source: 'Mahn, M. (2014). Gewürze: Das Standardwerk. Christian Verlag GmbH, München'
+  title: Gewürzplaner
 tea-ladies/tealady.cxt:
-  title: Tea Ladies
-  source: "Wille, R. (1992). Concept Lattices and Conceptual Knowledge Systems. Computers & Mathematics with Applications, 23, 6-9, p. 493-515"
+  description: participation of social events by some ladies in Old City
+  language: null
   size:
-    objects: 18
     attributes: 14
-  language:
-  description: participation of social events by some ladies in Old City
+    objects: 18
+  source: Wille, R. (1992). Concept Lattices and Conceptual Knowledge Systems. Computers
+    & Mathematics with Applications, 23, 6-9, p. 493-515
+  title: Tea Ladies
diff --git a/scripts/merge-contexts-metadata.py b/scripts/merge-contexts-metadata.py
new file mode 100644
index 0000000..1b460a7
--- /dev/null
+++ b/scripts/merge-contexts-metadata.py
@@ -0,0 +1,68 @@
+import os
+
+import yaml
+
+def merge_yaml_files(input_directory, output_file, comment=None):
+    """
+    Merges all YAML files in the specified directory into a single YAML file.
+
+    This function traverses the given input directory recursively, searching for
+    all files with a `.yaml` or `.yml` extension. It loads the contents of these
+    files and merges them into a single dictionary. The merged data is then written
+    to the specified output file. If a comment is provided, it will be added at
+    the top of the output YAML file.
+
+    Parameters:
+    -----------
+    input_directory : str
+        The path to the directory containing YAML files to merge.
+    output_file : str
+        The path where the merged YAML file will be saved.
+    comment : str (optional)
+        A comment to add at the top of the output YAML file.
+        Defaults to None, which means no comment will be added.
+
+    Raises:
+    -------
+    FileNotFoundError:
+        If the input directory does not exist.
+    yaml.YAMLError:
+        If there is an error reading any of the YAML files.
+
+    Example:
+    --------
+    >>> merge_yaml_files(
+    ...    'path/to/yaml/files',
+    ...    'merged_output.yaml',
+    ...    comment='This is a merged YAML configuration',
+    ... )
+
+    Note:
+    -----
+    The merged data will overwrite any existing content in the output file.
+    """
+    merged_data = {}
+
+    for root, _, files in os.walk(input_directory):
+        for file_name in files:
+            if file_name.endswith('.yaml') or file_name.endswith('.yml'):
+                file_path = os.path.join(root, file_name)
+                with open(file_path, mode='r') as f:
+                    try:
+                        data = yaml.safe_load(f)
+                        merged_data = {**merged_data, **data}
+                    except yaml.YAMLError as e:
+                        print(f"Error reading {file_path}: {e}")
+
+    with open(output_file, mode='w') as outfile:
+        if comment is not None:
+            outfile.write(f"# {comment}\n")
+        yaml.dump(merged_data, outfile, default_flow_style=False, allow_unicode=True)
+
+
+if __name__ == "__main__":
+    input_dir = "contexts"
+    output_file = "merged-contexts-metadata.yaml"
+    comment = "This is the automatically merged metadata. Please do not modify it directly."
+    merge_yaml_files(input_dir, output_file, comment)
+    print(f"Merged YAML files into {output_file}")

From ecda6bd0dbfadedc57d9baaaa8b8aeb7c8c43a45 Mon Sep 17 00:00:00 2001
From: perasperaadastra <44439208+perasperaadastra@users.noreply.github.com>
Date: Tue, 26 Nov 2024 14:34:42 +0100
Subject: [PATCH 14/19] Fix script file name

---
 .../{merge-contexts-metadata.py => merge_contexts_metadata.py}    | 0
 1 file changed, 0 insertions(+), 0 deletions(-)
 rename scripts/{merge-contexts-metadata.py => merge_contexts_metadata.py} (100%)

diff --git a/scripts/merge-contexts-metadata.py b/scripts/merge_contexts_metadata.py
similarity index 100%
rename from scripts/merge-contexts-metadata.py
rename to scripts/merge_contexts_metadata.py

From 0b93b64e04987a0c200ffec885b6fe54b702a85a Mon Sep 17 00:00:00 2001
From: perasperaadastra <44439208+perasperaadastra@users.noreply.github.com>
Date: Tue, 26 Nov 2024 14:37:46 +0100
Subject: [PATCH 15/19] Fix merge script output file name

---
 .github/workflows/merge-contexts-metadata.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/merge-contexts-metadata.yaml b/.github/workflows/merge-contexts-metadata.yaml
index 908856c..11be994 100644
--- a/.github/workflows/merge-contexts-metadata.yaml
+++ b/.github/workflows/merge-contexts-metadata.yaml
@@ -29,6 +29,6 @@ jobs:
         run: |
           git config --local user.email "action@github.com"
           git config --local user.name "GitHub Action"
-          git add contexts.yaml
+          git add merged-contexts-metadata.yaml
           git diff --quiet && git diff --staged --quiet || git commit -m "Update contexts metadata file"
           git push

From 419c92c2c062f0b249def72a04e94cfdb519cf67 Mon Sep 17 00:00:00 2001
From: perasperaadastra <44439208+perasperaadastra@users.noreply.github.com>
Date: Tue, 26 Nov 2024 14:49:09 +0100
Subject: [PATCH 16/19] Update readme

---
 README.md | 11 +++++------
 1 file changed, 5 insertions(+), 6 deletions(-)

diff --git a/README.md b/README.md
index 9084a4d..ba180df 100644
--- a/README.md
+++ b/README.md
@@ -24,7 +24,7 @@ example, in Python 3 you could do:
 ```python
 import urllib.request
 
-url = "https://github.com/fcatools/contexts/raw/main/contexts/livingbeings_en.cxt"
+url = "https://github.com/fcatools/contexts/raw/main/contexts/living-beings-and-water/livingbeings_en.cxt"
 context = urllib.request.urlopen(url).read().decode("utf-8")
 ```
 
@@ -42,11 +42,10 @@ If you think your context is suitable, then proceed as follows:
 
 1. [Fork this repository](https://github.com/fcatools/contexts/fork)
    and make the following changes in your fork:
-   1. Add your ASCII-encoded CXT file to the
-      [contexts](https://github.com/fcatools/contexts/tree/main/contexts)
-      directory, using a meaningful name (English, all lowercase, with
-      two letters indicating the [ISO 639 language
-      code](https://en.wikipedia.org/wiki/List_of_ISO_639_language_codes)
+   1. Add a subfolder to the [contexts](https://github.com/fcatools/contexts/tree/main/contexts)
+      directory, and add your ASCII-encoded CXT file there.
+      Using a meaningful name for both (English, all lowercase, with
+      two letters indicating the [ISO 639 language code](https://en.wikipedia.org/wiki/List_of_ISO_639_language_codes)
       at the end, e.g., `bodiesofwater_de.cxt` for the German bodies
       of water context).
    2. Describe your context in [contexts.yaml](contexts.yaml)

From 2a37d736d874a5e71bddfb424d536baba0b174bc Mon Sep 17 00:00:00 2001
From: perasperaadastra <44439208+perasperaadastra@users.noreply.github.com>
Date: Tue, 26 Nov 2024 14:57:46 +0100
Subject: [PATCH 17/19] Update contributor list

---
 CITATION.cff | 10 +++++++---
 1 file changed, 7 insertions(+), 3 deletions(-)

diff --git a/CITATION.cff b/CITATION.cff
index 75fc89e..9596a2c 100644
--- a/CITATION.cff
+++ b/CITATION.cff
@@ -16,11 +16,15 @@ authors:
   - given-names: Anna
     family-names: Schwerdtel
     affiliation: Humboldt-Universität zu Berlin
+  - given-names: Tobias
+    family-names: Hille
+    affiliation: University of Kassel
+    orcid: 'https://orcid.org/0000-0001-7813-9799'
 repository-code: 'https://github.com/fcatools/contexts'
 abstract: >-
-  This repository contains a collection of formal contexts to pursue
-  Formal Concept Analysis. The metadata for the contexts is contained
-  in the file contexts.yaml.
+  This repository contains a collection of formal contexts
+  to pursue Formal Concept Analysis. The metadata for the
+  contexts is contained in the file contexts.yaml.
 license: CC0-1.0
 commit: 6adc703bcb89c5b97709ac7a60930e9c962cc0c2
 date-released: '2024-04-11'

From 15d9a232c62cda54adc7be16429162f31dee1c36 Mon Sep 17 00:00:00 2001
From: perasperaadastra <44439208+perasperaadastra@users.noreply.github.com>
Date: Tue, 26 Nov 2024 15:04:52 +0100
Subject: [PATCH 18/19] Fix typo

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index ba180df..046b20d 100644
--- a/README.md
+++ b/README.md
@@ -44,7 +44,7 @@ If you think your context is suitable, then proceed as follows:
    and make the following changes in your fork:
    1. Add a subfolder to the [contexts](https://github.com/fcatools/contexts/tree/main/contexts)
       directory, and add your ASCII-encoded CXT file there.
-      Using a meaningful name for both (English, all lowercase, with
+      Use a meaningful name for both (English, all lowercase, with
       two letters indicating the [ISO 639 language code](https://en.wikipedia.org/wiki/List_of_ISO_639_language_codes)
       at the end, e.g., `bodiesofwater_de.cxt` for the German bodies
       of water context).

From 1d6cf3fc74c3bdd538be1654fe047975216e7135 Mon Sep 17 00:00:00 2001
From: perasperaadastra <44439208+perasperaadastra@users.noreply.github.com>
Date: Tue, 26 Nov 2024 15:08:18 +0100
Subject: [PATCH 19/19] Update readme

---
 README.md | 7 +++++--
 1 file changed, 5 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index 046b20d..76d81bf 100644
--- a/README.md
+++ b/README.md
@@ -5,7 +5,7 @@ This repository contains a collection of formal contexts to pursue
 
 The metadata for [the
 contexts](https://github.com/fcatools/contexts/tree/main/contexts) is
-contained in [this YAML file](contexts.yaml).
+contained in [this YAML file](merged-contexts-metadata.yaml).
 
 More contexts can be found in the repository for
 [ConExp-CLJ](https://github.com/tomhanika/conexp-clj/tree/dev/testing-data),
@@ -48,9 +48,12 @@ If you think your context is suitable, then proceed as follows:
       two letters indicating the [ISO 639 language code](https://en.wikipedia.org/wiki/List_of_ISO_639_language_codes)
       at the end, e.g., `bodiesofwater_de.cxt` for the German bodies
       of water context).
-   2. Describe your context in [contexts.yaml](contexts.yaml)
+   2. Describe your context in a metadata yaml file
       following the example of the other contexts. Try to be concise
       and precise.
+   3. Optionally: Merge the metadata automatically by running the included python script
+      ([scripts/merge_contexts_metadata.py](scripts/merge_contexts_metadata.py),
+      requires ```pyyaml```).
 2. Make a pull request to merge your changes into this repository.
 
 ## Further information