diff --git a/action.yml b/action.yml
index d182fbf..ea39ca7 100644
--- a/action.yml
+++ b/action.yml
@@ -74,244 +74,195 @@ runs:
         pixi list >> $LOG_FILE
         echo "Exit Code: 0" >> $LOG_FILE
 
-    - name: Install Python test/report tools
-      shell: bash
-      run: |
-        echo "🐍 Setting up Python environment..."
-        python -m venv venv
-        source venv/bin/activate
-
-        pip install -U pip > pip.log 2>&1 || {
-          echo "❌ pip upgrade failed"
-          cat pip.log
-          exit 1
-        }
-
-        pip install pytest pytest-cov pytest-html pytest-md-report rich > pip.log 2>&1 || {
-          echo "❌ Python testing tools install failed"
-          cat pip.log
-          exit 1
-        }
-
-        echo "✅ Python tools installed"
-        pip list
 
     - name: Run tests and generate reports
       shell: bash
       run: |
-        git clone -q https://gitea.psi.ch/tligui_y/test-ci.git ./temp-ci
-        cp temp-ci/conftest.py .
+        LOG_FILE="outputs/test-ci.log"
         
-        echo "🚀 Running tests and generating reports..."
-        source venv/bin/activate
-        mkdir -p ${{ inputs.report-dir }}/{allure,coverage,markdown}
+        echo "🚀 Running tests and generating reports..." >> $LOG_FILE
+        git clone -q https://gitea.psi.ch/tligui_y/test-ci.git ./temp-ci 
+        cp temp-ci/conftest.py 
+        
+        mkdir -p ${{ inputs.report-dir }}/{markdown} 
 
-        set +e  
+        set +e
 
-        echo "🧪 Running pytest with coverage and report generation..."
         pixi run pytest . \
           --continue-on-collection-errors \
           --cov=${{ inputs.module-dir }} \
           --cov-report=xml:${{ inputs.report-dir }}/coverage/coverage.xml \
           --cov-report=html:${{ inputs.report-dir }}/coverage/ \
           --json-report \
-          --json-report-file=${{ inputs.report-dir }}/markdown/pytest-report.json \
-          --capture=no > ${{ inputs.report-dir }}/markdown/full-output.log 2>&1
+          --json-report-file=${{ inputs.report-dir }}/outputs/pytest-report.json \
+          --capture=no >> ${{ inputs.report-dir }}/outputs/full-output.log 2>&1
 
-        awk '/=+ test session starts =+/{flag=1} /-+ JSON report -+/{flag=0} flag' ${{ inputs.report-dir }}/markdown/full-output.log > ${{ inputs.report-dir }}/markdown/raw-test-output.log
-        awk '/=+ short test summary info =+/,/=+.* in .*s =+/' ${{ inputs.report-dir }}/markdown/full-output.log > ${{ inputs.report-dir }}/markdown/short-test-output.log
+        awk '/=+ test session starts =+/{flag=1} /-+ JSON report -+/{flag=0} flag' ${{ inputs.report-dir }}/outputs/long-test-output.log 
+        awk '/=+ short test summary info =+/,/=+.* in .*s =+/' ${{ inputs.report-dir }}/outputs/short-test-output.log 
 
         exit_code=$?
 
         set -e
 
-        echo ""
-        echo "📋 Short test summary:"
-        cat ${{ inputs.report-dir }}/markdown/short-test-output.log || true
+        echo "" >> $LOG_FILE
+        echo "📋 Short test summary:" >> $LOG_FILE
+        cat ${{ inputs.report-dir }}/outputs/short-test-output.log >> $LOG_FILE || true
 
-        [ -f ${{ inputs.report-dir }}/markdown/runtime_params.json ] || echo "❌ runtime_params.json not found to get tests parameters"
-
-        echo "📦 Pytest exit code: $exit_code"
-
-        echo ""
-        echo "📈 Generating coverage summary..."
-        coverage report --format=markdown > ${{ inputs.report-dir }}/markdown/coverage-summary.md 2> ${{ inputs.report-dir }}/markdown/coverage-error.log && {
-          echo "✅ Coverage summary generated"
+        echo "" >> $LOG_FILE
+        echo "📈 Generating coverage summary..." >> $LOG_FILE
+        coverage report --format=markdown >> ${{ inputs.report-dir }}/markdown/coverage-summary.md 2>> ${{ inputs.report-dir }}/markdown/coverage-error.log && {
+          echo "✅ Coverage summary generated" >> $LOG_FILE
         } || {
-          echo "⚠️ Coverage summary generation failed"
-          echo "🪵 Extracting coverage error:"
-          cat ${{ inputs.report-dir }}/markdown/coverage-error.log
+          echo "❌ Coverage summary generation failed" >> $LOG_FILE
+          echo "🪵 Extracting coverage error:" >> $LOG_FILE
+          cat ${{ inputs.report-dir }}/markdown/coverage-error.log >> $LOG_FILE
+          echo "Exit Code: 1" >> $LOG_FILE
+          exit 1
         }
 
+        echo "" >> $LOG_FILE
+        echo "📊 Generating tests markdown summary..." >> $LOG_FILE
+
+        python -m venv venv
+        source venv/bin/activate
 
-        echo ""
-        echo "📊 Generating tests markdown summary..."
         python ./temp-ci/json_to_md.py \
           --input "${{ inputs.report-dir }}/markdown/pytest-report.json" \
           --output "${{ inputs.report-dir }}/markdown/TEST-REPORT.md" \
           --log_long "${{ inputs.report-dir }}/markdown/raw-test-output.log" \
           --log_short "${{ inputs.report-dir }}/markdown/short-test-output.log" \
           --params "${{ inputs.report-dir }}/markdown/runtime_params.json" \
-          --exit-code $exit_code > "${{ inputs.report-dir }}/markdown/md-report.log" 2>&1 && {
-            echo "✅ Tests markdown generated"
+          --exit-code $exit_code >> "${{ inputs.report-dir }}/markdown/md-report.log" 2>&1 && {
+            echo "✅ Tests markdown generated" >> $LOG_FILE
         } || {
-            echo "⚠️ Tests markdown generation failed"
-            echo "🪵 Extracting markdown generation error:"
-            cat ${{ inputs.report-dir }}/markdown/md-report.log
+            echo "❌ Tests markdown generation failed" >> $LOG_FILE
+            echo "🪵 Extracting markdown generation error:" >> $LOG_FILE
+            cat ${{ inputs.report-dir }}/markdown/md-report.log >> $LOG_FILE
+            echo "Exit Code: 1" >> $LOG_FILE
+            exit 1
         }
 
-        echo ""
-        echo "🌳 Generating JSON tree view..."
+        echo "" >> $LOG_FILE
+        echo "🌳 Generating JSON tree view..." >> $LOG_FILE
         python ./temp-ci/json_to_tree.py \
           "${{ inputs.report-dir }}/markdown/pytest-report.json" \
-          > "${{ inputs.report-dir }}/markdown/json-tree-gen.log" 2>&1 && {
-          echo "✅ JSON tree view generated"
+          >> "${{ inputs.report-dir }}/markdown/json-tree-gen.log" 2>&1 && {
+          echo "✅ JSON tree view generated" >> $LOG_FILE
         } || {
-          echo "❌ JSON tree generation failed"
-          cat ${{ inputs.report-dir }}/markdown/json-tree-gen.log
-        }
-
-        rm -rf ./temp-test-ci
-
-        cat ${{ inputs.report-dir }}/markdown/raw-test-output.log
-
-        echo "🧹 Cleaning up ${{ inputs.report-dir }}/markdown..."
-        find "${{ inputs.report-dir }}/markdown" -type f \
-          ! -name 'coverage-summary.md' \
-          ! -name 'json-tree-view.txt' \
-          ! -name 'pytest-report.json' \
-          ! -name 'runtime_params.json' \
-          ! -name 'TEST-REPORT.md' \
-          -delete
-
-        echo "DEBUG: Liste des fichiers dans ${{ inputs.report-dir }}/markdown/"
-        ls -lh ${{ inputs.report-dir }}/markdown/
-    
-
-
-    - name: Commit and push reports
-      shell: bash
-      run: |
-        echo "📤 Committing test reports..."
-        git config user.name "ci-bot"
-        git config user.email "ci-bot@example.com"
-
-        echo "DEBUG: Liste des fichiers dans ${{ inputs.report-dir }}/markdown/"
-        ls -lh ${{ inputs.report-dir }}/markdown/ 
-        
-        git add ${{ inputs.report-dir }}/
-        git commit -m "CI: update test report and coverage files" || echo "⚠️ Nothing to commit"
-
-        echo "🚀 Pushing to branch '${{ inputs.ci-branch }}'..."
-        git push https://ci-token:${{ inputs.ci-token }}@${{ inputs.gitea-domain }}/${{ inputs.repo-path }}.git HEAD:${{ inputs.ci-branch }} > push.log 2>&1 || {
-          echo "❌ Push failed"
-          cat push.log
+          echo "❌ JSON tree generation failed" >> $LOG_FILE
+          echo "🪵 Extracting json file error:" >> $LOG_FILE
+          cat ${{ inputs.report-dir }}/markdown/json-tree-gen.log >> $LOG_FILE
+          echo "Exit Code: 1" >> $LOG_FILE
           exit 1
         }
-        echo "✅ Reports pushed"
 
-    - name: Get commit info
-      id: info
-      shell: bash
-      run: |
-        short_sha=$(git rev-parse --short HEAD)
-        commit_msg=$(git log -1 --pretty=%B)
+        rm -rf ./temp-test-ci 
+        echo "Exit Code: 0" >> $LOG_FILE
 
-        echo "🔍 Commit SHA: $short_sha"
-        echo "🔍 Commit message: $commit_msg"
+        - name: Clone Gitea Wiki
+          shell: bash
+          env:
+            CI_TOKEN: ${{ inputs.ci-token }}
+          run: |
+            REPO_NAME="${{ github.repository }}"
+            DOMAIN="${{ inputs.gitea-domain }}"
+            WIKI_REPO="https://ci-token:${CI_TOKEN}@${DOMAIN}/${REPO_NAME}.wiki.git"
 
-        echo "short_sha=$short_sha" >> $GITHUB_OUTPUT
-        echo "commit_msg=$commit_msg" >> $GITHUB_OUTPUT
+            LOG_FILE="outputs/wiki-clone.log"
 
+            echo "📚 Cloning wiki repo: $WIKI_REPO" >> $LOG_FILE
+            git clone "$WIKI_REPO" wiki >> wiki_clone.log || {
+              echo "❌ Wiki clone failed" >> $LOG_FILE
+              cat wiki_clone.log >> $LOG_FILE
+              echo "Exit Code: 1" >> $LOG_FILE
+              exit 1
+            }
+            echo "✅ Wiki cloned to ./wiki" >> $LOG_FILE
 
-        # - name: Clone Gitea Wiki
-        #   shell: bash
-        #   env:
-        #     CI_TOKEN: ${{ inputs.ci-token }}
-        #   run: |
-        #     REPO_NAME="${{ github.repository }}"
-        #     DOMAIN="${{ inputs.gitea-domain }}"
-        #     WIKI_REPO="https://ci-token:${CI_TOKEN}@${DOMAIN}/${REPO_NAME}.wiki.git"
-        #
-        #     echo "📚 Cloning wiki repo: $WIKI_REPO"
-        #     git clone "$WIKI_REPO" wiki > wiki_clone.log 2>&1 || {
-        #       echo "❌ Wiki clone failed"
-        #       cat wiki_clone.log
-        #       exit 1
-        #     }
-        #     echo "✅ Wiki cloned to ./wiki"
-        #
-        # - name: Copy reports into wiki
-        #   shell: bash
-        #   run: |
-        #     SHORT_SHA=$(git rev-parse --short HEAD)
-        #     REPO_URL="https://${{ inputs.gitea-domain }}/${{ github.repository }}"
-        #     RUN_LINK="${REPO_URL}/actions/runs/${GITHUB_RUN_NUMBER}"
-        #
-        #     TEST_FILE="run-${GITHUB_RUN_NUMBER}-TEST-commit-${SHORT_SHA}.md"
-        #     COVERAGE_FILE="run-${GITHUB_RUN_NUMBER}-COVERAGE-commit-${SHORT_SHA}.md"
-        #
-        #     echo "## Test Report" > "wiki/${TEST_FILE}"
-        #     echo "[View CI Run ${GITHUB_RUN_NUMBER}](${RUN_LINK}) | [Commit ${SHORT_SHA}](${REPO_URL}/commit/${SHORT_SHA})" >> "wiki/${TEST_FILE}"
-        #     cat ${{ inputs.report-dir }}/markdown/TEST-REPORT.md >> "wiki/${TEST_FILE}"
-        #
-        #     echo "## Coverage Report" > "wiki/${COVERAGE_FILE}"
-        #     echo "[View CI Run ${GITHUB_RUN_NUMBER}](${RUN_LINK}) | [Commit ${SHORT_SHA}](${REPO_URL}/commit/${SHORT_SHA})" >> "wiki/${COVERAGE_FILE}"
-        #     cat ${{ inputs.report-dir }}/markdown/coverage-summary.md >> "wiki/${COVERAGE_FILE}"
-        #
-        #     HOME_FILE="wiki/Home.md"
-        #     TEMP_CONTENT=$(mktemp)
-        #     REPORT_LOG="reports.log"
-        #
-        #     {
-        #       echo "# Test Reports History"
-        #       echo ""
-        #       echo "## Latest Run"
-        #       echo "- [run ${GITHUB_RUN_NUMBER} TEST commit ${SHORT_SHA}](${TEST_FILE})"
-        #       echo "- [run ${GITHUB_RUN_NUMBER} COVERAGE commit ${SHORT_SHA}](${COVERAGE_FILE})"
-        #       echo ""
-        #       echo "## Previous Runs"
-        #       
-        #       if [[ -f "${HOME_FILE}" && -s "${HOME_FILE}" ]]; then
-        #         sed -n '/## Latest Run/{n;p;n;p}' "${HOME_FILE}"
-        #         sed -n '/## Previous Runs/,$p' "${HOME_FILE}" | tail -n +2 | grep -v "^#" || true
-        #       fi
-        #     } > "${TEMP_CONTENT}" 2> "${REPORT_LOG}" || {
-        #       echo "❌ Report preparation failed"
-        #       cat "${REPORT_LOG}"
-        #       exit 1
-        #     }
-        #
-        #     mv "${TEMP_CONTENT}" "${HOME_FILE}"
-        #
-        # - name: Commit and push wiki
-        #   shell: bash
-        #   env:
-        #     CI_TOKEN: ${{ inputs.ci-token }}
-        #   run: |
-        #     echo "🚀 Pushing wiki changes..."
-        #     cd wiki
-        #
-        #     git config user.name "ci-bot"
-        #     git config user.email "ci-bot@example.com"
-        #     git add .
-        #
-        #     if git commit -m "Update wiki with run ${GITHUB_RUN_NUMBER}"; then
-        #       REPO_NAME="${{ github.repository }}"
-        #       DOMAIN="${{ inputs.gitea-domain }}"
-        #       WIKI_REPO="https://ci-token:${CI_TOKEN}@${DOMAIN}/${REPO_NAME}.wiki.git"
-        #       git push "$WIKI_REPO" HEAD:main
-        #       echo "✅ Wiki updated successfully"
-        #     else
-        #       echo "⚠️ No changes to commit"
-        #     fi
-        #
-        # - name: Log wiki report URLs
-        #   shell: bash
-        #   run: |
-        #     REPO_URL="https://${{ inputs.gitea-domain }}/${{ github.repository }}"
-        #     SHORT_SHA=$(git rev-parse --short HEAD)
-        #     echo "🔗 Wiki Test Report URL:"
-        #     echo "  ${REPO_URL}/wiki/run-${GITHUB_RUN_NUMBER}-TEST-commit-${SHORT_SHA}.md"
-        #     echo "🔗 Wiki Coverage Report URL:"
-        #     echo "  ${REPO_URL}/wiki/run-${GITHUB_RUN_NUMBER}-COVERAGE-commit-${SHORT_SHA}.md"
+            SHORT_SHA=$(git rev-parse --short HEAD)
+            REPO_URL="https://${{ inputs.gitea-domain }}/${{ github.repository }}"
+            RUN_LINK="${REPO_URL}/actions/runs/${GITHUB_RUN_NUMBER}"
+
+            TEST_FILE="run-${GITHUB_RUN_NUMBER}-TEST-commit-${SHORT_SHA}.md"
+            COVERAGE_FILE="run-${GITHUB_RUN_NUMBER}-COVERAGE-commit-${SHORT_SHA}.md"
+
+            LOG_FILE="outputs/copy-reports.log"
+
+            echo "## Test Report" > "wiki/${TEST_FILE}"
+            echo "[View CI Run ${GITHUB_RUN_NUMBER}](${RUN_LINK}) | [Commit ${SHORT_SHA}](${REPO_URL}/commit/${SHORT_SHA})" >> "wiki/${TEST_FILE}"
+            cat ${{ inputs.report-dir }}/markdown/TEST-REPORT.md >> "wiki/${TEST_FILE}"
+
+            echo "## Coverage Report" > "wiki/${COVERAGE_FILE}"
+            echo "[View CI Run ${GITHUB_RUN_NUMBER}](${RUN_LINK}) | [Commit ${SHORT_SHA}](${REPO_URL}/commit/${SHORT_SHA})" >> "wiki/${COVERAGE_FILE}"
+            cat ${{ inputs.report-dir }}/markdown/coverage-summary.md >> "wiki/${COVERAGE_FILE}"
+
+            HOME_FILE="wiki/Home.md"
+            TEMP_CONTENT=$(mktemp)
+            REPORT_LOG="reports.log"
+
+            {
+              echo "# Test Reports History"
+              echo ""
+              echo "## Latest Run"
+              echo "- [run ${GITHUB_RUN_NUMBER} TEST commit ${SHORT_SHA}](${TEST_FILE})"
+              echo "- [run ${GITHUB_RUN_NUMBER} COVERAGE commit ${SHORT_SHA}](${COVERAGE_FILE})"
+              echo ""
+              echo "## Previous Runs"
+              
+              if [[ -f "${HOME_FILE}" && -s "${HOME_FILE}" ]]; then
+                sed -n '/## Latest Run/{n;p;n;p}' "${HOME_FILE}"
+                sed -n '/## Previous Runs/,$p' "${HOME_FILE}" | tail -n +2 | grep -v "^#" || true
+              fi
+            } > "${TEMP_CONTENT}" 2> "${REPORT_LOG}" || {
+              echo "❌ Wiki report preparation failed" >> $LOG_FILE
+              cat "${REPORT_LOG}" >> $LOG_FILE
+              echo "Exit Code: 1" >> $LOG_FILE
+              exit 1
+            }
+            echo "✅ Wiki report preparation succeded" >> $LOG_FILE
+
+            mv "${TEMP_CONTENT}" "${HOME_FILE}"
+            echo "Exit Code: 0" >> $LOG_FILE
+
+        - name: Commit and push wiki
+          shell: bash
+          env:
+            CI_TOKEN: ${{ inputs.ci-token }}
+          run: |
+
+            LOG_FILE="outputs/commit-push-wiki.log"
+            echo "🚀 Pushing wiki changes..." >> $LOG_FILE
+            cd wiki
+
+            git config user.name "ci-bot"
+            git config user.email "ci-bot@example.com"
+            git add .
+
+            if git commit -m "Update wiki with run ${GITHUB_RUN_NUMBER}"; then
+              REPO_NAME="${{ github.repository }}"
+              DOMAIN="${{ inputs.gitea-domain }}"
+              WIKI_REPO="https://ci-token:${CI_TOKEN}@${DOMAIN}/${REPO_NAME}.wiki.git"
+              git push "$WIKI_REPO" HEAD:main >> git.log 2>&1 || {
+                echo "❌ Push failed: Unable to push wiki changes" >> $LOG_FILE
+                cat git.log >> $LOG_FILE
+                echo "Exit Code: 1" >> $LOG_FILE
+                exit 1
+              }
+              echo "✅ Wiki updated successfully" >> $LOG_FILE
+            else
+              echo "⚠️ No changes to commit" >> $LOG_FILE
+            fi
+            echo "Exit Code: 0" >> $LOG_FILE
+
+        - name: Log wiki report URLs
+          shell: bash
+          run: |
+    
+            LOG_FILE="outputs/wiki-report-urls.log"
+
+            REPO_URL="https://${{ inputs.gitea-domain }}/${{ github.repository }}"
+            SHORT_SHA=$(git rev-parse --short HEAD)
+            echo "🔗 Wiki Test Report URL:" >> $LOG_FILE
+            echo "  ${REPO_URL}/wiki/run-${GITHUB_RUN_NUMBER}-TEST-commit-${SHORT_SHA}.md" >> $LOG_FILE
+            echo "🔗 Wiki Coverage Report URL:" >> $LOG_FILE
+            echo "  ${REPO_URL}/wiki/run-${GITHUB_RUN_NUMBER}-COVERAGE-commit-${SHORT_SHA}.md" >> $LOG_FILE