diff --git a/.github/labeler.yml b/.github/labeler.yml
deleted file mode 100644
index fc4202a82..000000000
--- a/.github/labeler.yml
+++ /dev/null
@@ -1,306 +0,0 @@
-enhancement:
-- changed-files:
-  - all-globs-to-all-files:
-    - '!archive/*/*/README.md'
-- base-branch: main
-needs docs:
-- changed-files:
-  - any-glob-to-any-file:
-    - README.md
-    - .github/*.md
-- base-branch: main
-tests:
-- changed-files:
-  - any-glob-to-any-file:
-    - archive/*/*/testinfo.yml
-- base-branch: main
-baklava:
-- changed-files:
-  - any-glob-to-any-file:
-    - archive/*/*/Baklava.*
-    - archive/*/*/baklava.*
-- base-branch: main
-base64 encode decode:
-- changed-files:
-  - any-glob-to-any-file:
-    - archive/*/*/Base64EncodeDecode.*
-    - archive/*/*/base64-encode-decode.*
-    - archive/*/*/base64EncodeDecode.*
-    - archive/*/*/base64_encode_decode.*
-- base-branch: main
-binary search:
-- changed-files:
-  - any-glob-to-any-file:
-    - archive/*/*/BinarySearch.*
-    - archive/*/*/binary-search.*
-    - archive/*/*/binarySearch.*
-    - archive/*/*/binary_search.*
-- base-branch: main
-bubble sort:
-- changed-files:
-  - any-glob-to-any-file:
-    - archive/*/*/BubbleSort.*
-    - archive/*/*/bubble-sort.*
-    - archive/*/*/bubbleSort.*
-    - archive/*/*/bubble_sort.*
-- base-branch: main
-capitalize:
-- changed-files:
-  - any-glob-to-any-file:
-    - archive/*/*/Capitalize.*
-    - archive/*/*/capitalize.*
-- base-branch: main
-convex hull:
-- changed-files:
-  - any-glob-to-any-file:
-    - archive/*/*/ConvexHull.*
-    - archive/*/*/convex-hull.*
-    - archive/*/*/convexHull.*
-    - archive/*/*/convex_hull.*
-- base-branch: main
-depth first search:
-- changed-files:
-  - any-glob-to-any-file:
-    - archive/*/*/DepthFirstSearch.*
-    - archive/*/*/depth-first-search.*
-    - archive/*/*/depthFirstSearch.*
-    - archive/*/*/depth_first_search.*
-- base-branch: main
-dijkstra:
-- changed-files:
-  - any-glob-to-any-file:
-    - archive/*/*/Dijkstra.*
-    - archive/*/*/dijkstra.*
-- base-branch: main
-duplicate character counter:
-- changed-files:
-  - any-glob-to-any-file:
-    - archive/*/*/DuplicateCharacterCounter.*
-    - archive/*/*/duplicate-character-counter.*
-    - archive/*/*/duplicateCharacterCounter.*
-    - archive/*/*/duplicate_character_counter.*
-- base-branch: main
-even odd:
-- changed-files:
-  - any-glob-to-any-file:
-    - archive/*/*/EvenOdd.*
-    - archive/*/*/even-odd.*
-    - archive/*/*/evenOdd.*
-    - archive/*/*/even_odd.*
-- base-branch: main
-factorial:
-- changed-files:
-  - any-glob-to-any-file:
-    - archive/*/*/Factorial.*
-    - archive/*/*/factorial.*
-- base-branch: main
-fibonacci:
-- changed-files:
-  - any-glob-to-any-file:
-    - archive/*/*/Fibonacci.*
-    - archive/*/*/fibonacci.*
-- base-branch: main
-file input output:
-- changed-files:
-  - any-glob-to-any-file:
-    - archive/*/*/FileInputOutput.*
-    - archive/*/*/file-input-output.*
-    - archive/*/*/fileInputOutput.*
-    - archive/*/*/file_input_output.*
-- base-branch: main
-fizz buzz:
-- changed-files:
-  - any-glob-to-any-file:
-    - archive/*/*/FizzBuzz.*
-    - archive/*/*/fizz-buzz.*
-    - archive/*/*/fizzBuzz.*
-    - archive/*/*/fizz_buzz.*
-- base-branch: main
-fraction math:
-- changed-files:
-  - any-glob-to-any-file:
-    - archive/*/*/FractionMath.*
-    - archive/*/*/fraction-math.*
-    - archive/*/*/fractionMath.*
-    - archive/*/*/fraction_math.*
-- base-branch: main
-hello world:
-- changed-files:
-  - any-glob-to-any-file:
-    - archive/*/*/HelloWorld.*
-    - archive/*/*/hello-world.*
-    - archive/*/*/helloWorld.*
-    - archive/*/*/hello_world.*
-- base-branch: main
-insertion sort:
-- changed-files:
-  - any-glob-to-any-file:
-    - archive/*/*/InsertionSort.*
-    - archive/*/*/insertion-sort.*
-    - archive/*/*/insertionSort.*
-    - archive/*/*/insertion_sort.*
-- base-branch: main
-job sequencing:
-- changed-files:
-  - any-glob-to-any-file:
-    - archive/*/*/JobSequencing.*
-    - archive/*/*/job-sequencing.*
-    - archive/*/*/jobSequencing.*
-    - archive/*/*/job_sequencing.*
-- base-branch: main
-josephus problem:
-- changed-files:
-  - any-glob-to-any-file:
-    - archive/*/*/JosephusProblem.*
-    - archive/*/*/josephus-problem.*
-    - archive/*/*/josephusProblem.*
-    - archive/*/*/josephus_problem.*
-- base-branch: main
-linear search:
-- changed-files:
-  - any-glob-to-any-file:
-    - archive/*/*/LinearSearch.*
-    - archive/*/*/linear-search.*
-    - archive/*/*/linearSearch.*
-    - archive/*/*/linear_search.*
-- base-branch: main
-longest common subsequence:
-- changed-files:
-  - any-glob-to-any-file:
-    - archive/*/*/LongestCommonSubsequence.*
-    - archive/*/*/longest-common-subsequence.*
-    - archive/*/*/longestCommonSubsequence.*
-    - archive/*/*/longest_common_subsequence.*
-- base-branch: main
-longest palindromic substring:
-- changed-files:
-  - any-glob-to-any-file:
-    - archive/*/*/LongestPalindromicSubstring.*
-    - archive/*/*/longest-palindromic-substring.*
-    - archive/*/*/longestPalindromicSubstring.*
-    - archive/*/*/longest_palindromic_substring.*
-- base-branch: main
-longest word:
-- changed-files:
-  - any-glob-to-any-file:
-    - archive/*/*/LongestWord.*
-    - archive/*/*/longest-word.*
-    - archive/*/*/longestWord.*
-    - archive/*/*/longest_word.*
-- base-branch: main
-maximum array rotation:
-- changed-files:
-  - any-glob-to-any-file:
-    - archive/*/*/MaximumArrayRotation.*
-    - archive/*/*/maximum-array-rotation.*
-    - archive/*/*/maximumArrayRotation.*
-    - archive/*/*/maximum_array_rotation.*
-- base-branch: main
-maximum subarray:
-- changed-files:
-  - any-glob-to-any-file:
-    - archive/*/*/MaximumSubarray.*
-    - archive/*/*/maximum-subarray.*
-    - archive/*/*/maximumSubarray.*
-    - archive/*/*/maximum_subarray.*
-- base-branch: main
-merge sort:
-- changed-files:
-  - any-glob-to-any-file:
-    - archive/*/*/MergeSort.*
-    - archive/*/*/merge-sort.*
-    - archive/*/*/mergeSort.*
-    - archive/*/*/merge_sort.*
-- base-branch: main
-minimum spanning tree:
-- changed-files:
-  - any-glob-to-any-file:
-    - archive/*/*/MinimumSpanningTree.*
-    - archive/*/*/minimum-spanning-tree.*
-    - archive/*/*/minimumSpanningTree.*
-    - archive/*/*/minimum_spanning_tree.*
-- base-branch: main
-palindromic number:
-- changed-files:
-  - any-glob-to-any-file:
-    - archive/*/*/PalindromicNumber.*
-    - archive/*/*/palindromic-number.*
-    - archive/*/*/palindromicNumber.*
-    - archive/*/*/palindromic_number.*
-- base-branch: main
-prime number:
-- changed-files:
-  - any-glob-to-any-file:
-    - archive/*/*/PrimeNumber.*
-    - archive/*/*/prime-number.*
-    - archive/*/*/primeNumber.*
-    - archive/*/*/prime_number.*
-- base-branch: main
-quick sort:
-- changed-files:
-  - any-glob-to-any-file:
-    - archive/*/*/QuickSort.*
-    - archive/*/*/quick-sort.*
-    - archive/*/*/quickSort.*
-    - archive/*/*/quick_sort.*
-- base-branch: main
-quine:
-- changed-files:
-  - any-glob-to-any-file:
-    - archive/*/*/Quine.*
-    - archive/*/*/quine.*
-- base-branch: main
-remove all whitespace:
-- changed-files:
-  - any-glob-to-any-file:
-    - archive/*/*/RemoveAllWhitespace.*
-    - archive/*/*/remove-all-whitespace.*
-    - archive/*/*/removeAllWhitespace.*
-    - archive/*/*/remove_all_whitespace.*
-- base-branch: main
-reverse string:
-- changed-files:
-  - any-glob-to-any-file:
-    - archive/*/*/ReverseString.*
-    - archive/*/*/reverse-string.*
-    - archive/*/*/reverseString.*
-    - archive/*/*/reverse_string.*
-- base-branch: main
-roman numeral:
-- changed-files:
-  - any-glob-to-any-file:
-    - archive/*/*/RomanNumeral.*
-    - archive/*/*/roman-numeral.*
-    - archive/*/*/romanNumeral.*
-    - archive/*/*/roman_numeral.*
-- base-branch: main
-rot13:
-- changed-files:
-  - any-glob-to-any-file:
-    - archive/*/*/Rot13.*
-    - archive/*/*/rot13.*
-- base-branch: main
-selection sort:
-- changed-files:
-  - any-glob-to-any-file:
-    - archive/*/*/SelectionSort.*
-    - archive/*/*/selection-sort.*
-    - archive/*/*/selectionSort.*
-    - archive/*/*/selection_sort.*
-- base-branch: main
-sleep sort:
-- changed-files:
-  - any-glob-to-any-file:
-    - archive/*/*/SleepSort.*
-    - archive/*/*/sleep-sort.*
-    - archive/*/*/sleepSort.*
-    - archive/*/*/sleep_sort.*
-- base-branch: main
-transpose matrix:
-- changed-files:
-  - any-glob-to-any-file:
-    - archive/*/*/TransposeMatrix.*
-    - archive/*/*/transpose-matrix.*
-    - archive/*/*/transposeMatrix.*
-    - archive/*/*/transpose_matrix.*
-- base-branch: main
diff --git a/.github/workflows/pr-labeler.yml b/.github/workflows/pr-labeler.yml
index 0b92f5f5f..d65bc037c 100644
--- a/.github/workflows/pr-labeler.yml
+++ b/.github/workflows/pr-labeler.yml
@@ -1,7 +1,7 @@
 name: "Pull Request Labeler"
 
 on:
-  pull_request:
+  pull_request_target:
     types:
       - opened
       - synchronize
@@ -10,11 +10,34 @@ jobs:
   labeler:
     permissions:
       contents: read
+      issues: write
       pull-requests: write
     runs-on: ubuntu-latest
     steps:
     - uses: actions/checkout@v6
 
+    - name: Read repo config
+      uses: pietrobolcato/action-read-yaml@1.1.0
+      id: repo-config
+      with:
+        config: repo-config.yml
+
+    - name: Set up Python
+      uses: actions/setup-python@v5
+      with:
+        python-version: "${{ steps.repo-config.outputs['python-version'] }}"
+
+    - name: Run Poetry Image
+      uses: abatilo/actions-poetry@v3
+      with:
+        poetry-version: "${{ steps.repo-config.outputs['poetry-version'] }}"
+
+    - name: Install Dependencies
+      run: poetry install
+
+    - name: Create labels
+      run: poetry run python scripts/set_up_labeler.py
+
     - uses: actions/labeler@v6
       with:
         repo-token: ${{ secrets.GITHUB_TOKEN }}