Update file .gitlab-ci.yml

.gitlab-ci.yml

 stages:
   - spellcheck
+  - typos
 
 spellcheck:
   stage: spellcheck
@@ -9,10 +10,19 @@ spellcheck:
   script:
     # Run codespell recursively on the repository
     - codespell --ignore-words-list="hifis" --skip="*.lock,*.csv" --quiet-level=2
-    - ls
-  artifacts:
-    when: always
-    reports:
-      junit: codespell-report.xml
   rules:
-    - if: '$CI_PIPELINE_SOURCE == "push" || $CI_PIPELINE_SOURCE == "merge_request_event"'
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+    - if: '$CI_PIPELINE_SOURCE == "push" || $CI_PIPELINE_SOURCE == "merge_request_event"'
+
+
+typos:
+  stage: spellcheck
+  image: rust:latest
+  before_script:
+    # Install the 'typos' spellchecker
+    - cargo install typos-cli
+  script:
+    # Run 'typos' to check spelling in Markdown files
+    - typos --format brief --exclude .git --include "*.md"
+  rules:
+    - if: '$CI_PIPELINE_SOURCE == "push" || $CI_PIPELINE_SOURCE == "merge_request_event"'
+  allow_failure: false
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