diff --git a/.github/CODEOWNERS b/.github/CODEOWNERS
new file mode 100644
index 0000000..df9fd89
--- /dev/null
+++ b/.github/CODEOWNERS
@@ -0,0 +1,2 @@
+# All files in the root directory, reviewed by @xing-yiren by default
+/. @xing-yiren
\ No newline at end of file
diff --git a/.github/ISSUE_TEMPLATE/bug_report.yml b/.github/ISSUE_TEMPLATE/bug_report.yml
new file mode 100644
index 0000000..4668ff8
--- /dev/null
+++ b/.github/ISSUE_TEMPLATE/bug_report.yml
@@ -0,0 +1,96 @@
+name: 🐞 Bug report
+description: Create a report to help us reproduce and fix the bug
+title: "[Bug] "
+labels: ['bug']
+
+body:
+- type: checkboxes
+  attributes:
+    label: Checklist
+    options:
+    - label: 1. I have searched related issues but cannot get the expected help.
+    - label: 2. The bug has not been fixed in the latest version.
+    - label: 3. I have read [Contributing Guidlines](https://github.com/mindspore-lab/applications/wiki/Contributing-Guidelines).
+    - label: 4. Please note that if the bug-related issue you submitted lacks corresponding environment info and a minimal reproducible demo, it will be challenging for us to reproduce and resolve the issue, reducing the likelihood of receiving feedback.
+    - label: 5. If the issue you raised is not a bug but a question, please raise a discussion at Discussions. Otherwise, it will be closed.
+- type: textarea
+  attributes:
+    label: Describe the bug
+    description: |
+      A clear and concise description of what the bug is, including:
+        - What happened (actual behavior)
+        - What you expected (expected outcome)
+        - **Please attach error logs or screenshots if possible**—this helps us locate the issue faster.
+  validations:
+    required: true
+- type: textarea
+  attributes:
+    label: Reproduction
+    description: |
+      What command or script did you run? Please list the exact steps to reproduce the bug.
+    placeholder: |
+      A placeholder for the command.
+  validations:
+    required: true
+- type: checkboxes
+  id: hardware
+  attributes:
+    label: Hardware Environment
+    description: Which hardware type does this bug relate to (select all that apply)?
+    options:
+      - label: Ascend
+      - label: GPU
+      - label: CPU
+  validations:
+    required: true
+- type: input
+  attributes:
+    label: OS Platform
+    description: Which operating system are you using? (e.g., Ubuntu 20.04)
+    placeholder: "Ubuntu 20.04"
+  validations:
+    required: true
+- type: input
+  attributes:
+    label: Python Version
+    description: What version of Python are you using? (e.g., 3.9.7)
+    placeholder: "3.9.7"
+  validations:
+    required: true
+- type: input
+  attributes:
+    label: MindSpore Version
+    description: What version of MindSpore are you using? (e.g., 2.7.1)
+    placeholder: "2.7.1"
+  validations:
+    required: true
+- type: input
+  id: mindspore_nlp
+  attributes:
+    label: (Optional) MindSpore NLP Version
+    placeholder: e.g., 0.5.0
+  validations:
+    required: false
+- type: input
+  id: mindspore_transformers
+  attributes:
+    label: (Optional) MindSpore Transformers Version
+    placeholder: e.g., 1.7.0
+  validations:
+    required: false
+- type: textarea
+  id: other_suites
+  attributes:
+    label: (Optional) Other Toolkit or Suite Versions
+    description: |
+      Specify versions of any other MindSpore-related suites (e.g., MindSpore Lite, vLLM-MindSpore) or relevant third-party packages.
+    placeholder: |
+      e.g.,
+      - MindSpore Lite 2.7.0
+      - vLLM-MindSpore 0.4.0
+  validations:
+    required: false
+- type: textarea
+  attributes:
+    label: Additional Context
+    description: Any other details.
\ No newline at end of file
diff --git a/.github/ISSUE_TEMPLATE/feature_request.yml b/.github/ISSUE_TEMPLATE/feature_request.yml
new file mode 100644
index 0000000..2b5e32f
--- /dev/null
+++ b/.github/ISSUE_TEMPLATE/feature_request.yml
@@ -0,0 +1,39 @@
+name: 🚀 Feature request
+description: Suggest an idea for this project
+title: "[Feature] "
+
+body:
+- type: checkboxes
+  attributes:
+    label: Checklist
+    options:
+    - label: 1. I have read [Contributing Guidlines](https://github.com/mindspore-lab/applications/wiki/Contributing-Guidelines).
+    - label: 2. If the issue you raised is not a feature but a question, please raise a discussion at Discussions. Otherwise, it will be closed.
+- type: textarea
+  attributes:
+    label: Motivation
+    description: |
+      A clear and concise description of the motivation of the feature.
+  validations:
+    required: true
+- type: checkboxes
+  id: hardware
+  attributes:
+    label: Hardware Environment
+    description: Which hardware does this feature need to support (select all that apply)?
+    options:
+      - label: Ascend
+      - label: GPU
+      - label: CPU
+  validations:
+    required: true
+- type: textarea
+  attributes:
+    label: Related resources
+    description: |
+      If there is an official code release or third-party implementations, please also provide the information here, which would be very helpful.
+- type: textarea
+  attributes:
+    label: Your Contribution
+    description: |
+      Is there any way that you could help, e.g., by submitting a PR?
diff --git a/.github/PULL_REQUEST_TEMPLATE.md b/.github/PULL_REQUEST_TEMPLATE.md
index 6ba83ec..640527d 100644
--- a/.github/PULL_REQUEST_TEMPLATE.md
+++ b/.github/PULL_REQUEST_TEMPLATE.md
@@ -16,15 +16,16 @@ Summarize key modifications — new features, bug fixes, refactors, or documenta
 
 # Testing & Benchmark
 <!--
-If applicable, include test results (accuracy, unit tests, or performance benchmarks).
+If applicable, include test results (e.g., unit tests, accuracy verification, performance benchmarks).
+Please attach **logs, screenshots or reports** demonstrating that the code runs successfully and produces the expected results.
 -->
 
 # Checklist
 
-- [ ] Read and followed the [Contributing Guidelines](https://github.com/mindspore-courses/applications/wiki/Contributing-Guidelines)
-- [ ] Self-tested locally to ensure CI will pass
-- [ ] Updated documentation if needed
-- [ ] Verified accuracy or performance benchmarks if applicable
+- [ ] Read and followed the [Contributing Guidelines](https://github.com/mindspore-lab/applications/wiki/Contributing-Guidelines).
+- [ ] Self-tested locally to ensure the code runs correctly and achieves expected results (all CI checks expected to pass).
+- [ ] Updated documentation if needed.
+- [ ] Verified accuracy or performance benchmarks if applicable.
 
 # Reviewers
 <!--
diff --git a/.github/workflows/assign_reviewers.yaml b/.github/workflows/assign_reviewers.yaml
new file mode 100644
index 0000000..eeb37ab
--- /dev/null
+++ b/.github/workflows/assign_reviewers.yaml
@@ -0,0 +1,223 @@
+name: Auto Assign Reviewers
+
+on:
+  pull_request_target:
+    types: [opened, synchronize]
+
+jobs:
+  get-reviewers:
+    runs-on: ubuntu-latest
+    permissions:
+      contents: read
+    steps:
+      - name: Generate GitHub App token
+        id: generate-token
+        uses: actions/create-github-app-token@v1
+        with:
+          app-id: ${{ secrets.APP_ID }}
+          private-key: ${{ secrets.APP_PRIVATE_KEY }}
+
+      - name: Checkout code
+        uses: actions/checkout@v4
+        with:
+          fetch-depth: 1
+
+      - name: Get modified files in PR
+        id: modified-files
+        uses: actions/github-script@v7
+        with:
+          github-token: ${{ steps.generate-token.outputs.token }}
+          script: |
+            const { data: files } = await github.rest.pulls.listFiles({
+              owner: context.repo.owner,
+              repo: context.repo.repo,
+              pull_number: context.issue.number,
+            });
+            const filePaths = files.map(f => f.filename.replace(/^\//, '')).join(';');
+            console.log('Semicolon-delimited files:', filePaths);
+            return filePaths;
+
+      - name: Parse CODEOWNERS to find reviewers
+        id: codeowners-parser
+        run: |
+          if [ ! -f ".github/CODEOWNERS" ]; then
+            echo "CODEOWNERS file not found"
+            exit 1
+          fi
+
+          # Get PR Author
+          PR_AUTHOR="${{ github.actor }}"
+          echo "PR author: $PR_AUTHOR"
+
+          # Get semicolon-delimited files and split into array
+          modified_files_str=${{ steps.modified-files.outputs.result }}
+          IFS=';' read -ra modified_files <<< "$modified_files_str"
+
+          # Verify split worked
+          echo "Split modified files into ${#modified_files[@]} files:"
+          for file in "${modified_files[@]}"; do
+            echo " - $file"
+          done
+
+          # Extract and normalize all rules (preserve original root path for detection)
+          all_rules=$(grep -v '^#\|^$' .github/CODEOWNERS)
+
+          # Detect root rule using original path, supporting "/", "/.", "*" and "/*" (before normalization)
+          root_owners=$(echo "$all_rules" | grep -E '^(/\.)|(^/\s)|(^\*\s)|(^/\*\s)' | sed -E 's|^(/\.)|/|; s|^(/\*?)[[:space:]]+@?||; s|^\*[[:space:]]+@?||; s|[[:space:]]+$||')
+          if [ -z "$root_owners" ]; then
+            echo "Error: No root directory reviewers found in CODEOWNERS (expected '/. @username', '/ @username', '* @username' or '/* @username')"
+            exit 1
+          fi
+          echo "Root reviewers (mandatory): $root_owners"
+
+          # Normalize rules (strip leading slashes) for matching
+          normalized_rules=$(echo "$all_rules" | grep -v '^/[[:space:]]' | awk '
+            {
+              # Path must be the first column and cannot contain @ (to exclude reviewers)
+              path = $1;
+              gsub(/^\//, "", path);  # Remove leading slash from path
+
+              # Extract reviewers starting from the 2nd column (only @-prefixed entries)
+              owners = "";
+              for(i=2; i<=NF; i++) {
+                if ($i ~ /^@/) {   # Only keep entries starting with @ (valid reviewers)
+                  owners = owners " " substr($i, 2);  # Remove @
+                }
+              }
+              # Only output rules with valid paths and reviewers
+              if (path != "" && owners != "") {
+                print path "|" owners;  # Use | as delimiter to separate path and owners (avoids confusion)
+              }
+            }
+          ')
+
+          echo -e "\nNormalized rules (path|owners):"
+          echo "$normalized_rules" | while IFS='|' read -r p o; do
+            echo " - Path: '$p', Owners: '$o'"
+          done
+
+          [ ${#modified_files[@]} -eq 0 ] && { echo "reviewers=" >> $GITHUB_OUTPUT; exit 0; }
+
+          # Associative array to store all unique reviewers across files
+          declare -A global_reviewers
+
+          for owner in $root_owners; do
+            clean_owner=$(echo "$owner" | sed 's/^@//')
+            global_reviewers["$clean_owner"]=1
+            echo "Added root reviewer: $clean_owner"
+          done
+
+          echo -e "\nProcessing each file:"
+          for file in "${modified_files[@]}"; do
+            [ -z "$file" ] && continue  # Skip empty entries
+
+            echo -e "\n=== Processing file: $file ==="
+            declare -A file_reviewers
+
+            # Check all rules against current file
+            while IFS='|' read -r path owners; do
+
+              if [ -z "$path" ] || [ -z "$owners" ]; then
+                echo "[Debug] Skipping invalid rule: path='$path', owners='$owners'"
+                continue
+              fi
+
+              echo "Checking rule: path='$path', owners='$owners'"
+
+              # Match suffix wildcards (e.g., *.md)
+              if [[ "$path" == *"*."* ]]; then
+                suffix="${path#*.}"
+                if [[ "$file" == *."$suffix" ]]; then
+                  echo "✓ Matched suffix rule"
+                  for owner in $owners; do
+                    file_reviewers["$owner"]=1
+                  done
+                fi
+              # Match path rules (directories)
+              else
+                if [[ "$file" == "$path" || "$file" == "${path}"* ]]; then
+                  echo "✓ Matched path rule"
+                  for owner in $owners; do
+                    file_reviewers["$owner"]=1
+                  done
+                fi
+              fi
+            done <<< "$normalized_rules"
+
+            # Merge to global reviewers
+            echo "Reviewers for $file: ${!file_reviewers[@]}"
+            for owner in "${!file_reviewers[@]}"; do
+              global_reviewers["$owner"]=1
+            done
+            unset file_reviewers
+          done
+
+          # Centralized PR author exclusion
+          declare -A final_reviewers
+          for reviewer in "${!global_reviewers[@]}"; do
+            if [ "$reviewer" != "$PR_AUTHOR" ]; then
+              final_reviewers["$reviewer"]=1
+              echo "Included reviewer: $reviewer (not PR author)"
+            else
+              echo "Excluded reviewer: $reviewer (matches PR author)"
+            fi
+          done
+
+          # Generate final list
+          unique_reviewers=$(echo "${!final_reviewers[@]}" | tr ' ' ',' | sed 's/^,//;s/,$//')
+          echo "reviewers=$unique_reviewers" >> $GITHUB_OUTPUT
+          echo -e "\nFinal reviewers (after PR author exclusion): $unique_reviewers"
+
+      - name: Assign reviewers and comment
+        if: >
+          steps.codeowners-parser.outputs.reviewers != ''
+        uses: actions/github-script@v7
+        with:
+          github-token: ${{ steps.generate-token.outputs.token }}
+          script: |
+            // 1. Parse target reviewers list (from CODEOWNERS or other sources)
+            const targetReviewers = '${{ steps.codeowners-parser.outputs.reviewers }}'.split(',').filter(r => r);
+            if (targetReviewers.length === 0) {
+              console.log("No target reviewers found, skipping.");
+              return;
+            }
+            console.log("Target reviewers:", targetReviewers);
+            const prNumber = context.issue.number;
+
+            // 2. Fetch currently assigned reviewers for the PR
+            const { data: currentReviews } = await github.rest.pulls.listRequestedReviewers({
+              owner: context.repo.owner,
+              repo: context.repo.repo,
+              pull_number: prNumber
+            });
+            const currentReviewers = currentReviews.users.map(user => user.login);  // Extract usernames
+            console.log("Current assigned reviewers:", currentReviewers);
+
+            // 3. Check if all target reviewers are already assigned
+            const allAssigned = targetReviewers.every(reviewer => currentReviewers.includes(reviewer));
+
+            if (allAssigned) {
+              console.log("All target reviewers are already assigned. Skipping.");
+              return;
+            }
+
+            // 4. Assign missing reviewers and add comment
+            const missingReviewers = targetReviewers.filter(r => !currentReviewers.includes(r));
+            try {
+              await github.rest.pulls.requestReviewers({
+                owner: context.repo.owner,
+                repo: context.repo.repo,
+                pull_number: prNumber,
+                reviewers: missingReviewers
+              });
+              const commentReviewers = targetReviewers.map(r => `@${r}`).join(' ');
+              await github.rest.issues.createComment({
+                issue_number: prNumber,
+                owner: context.repo.owner,
+                repo: context.repo.repo,
+                body: `This PR needs review. Please take a look, ${commentReviewers}, and feel free to invite another committer to review as well.`
+              });
+            } catch (error) {
+              console.error('Error:', error.message);
+              core.error(`Failed to assign reviewers or add comment: ${error.message}`);
+            }
diff --git a/.github/workflows/ci_pipeline.yaml b/.github/workflows/ci_pipeline.yaml
index c040e07..3639a11 100644
--- a/.github/workflows/ci_pipeline.yaml
+++ b/.github/workflows/ci_pipeline.yaml
@@ -20,33 +20,68 @@ jobs:
     runs-on: ubuntu-latest
 
     steps:
-    - name: Checkout Code
-      uses: actions/checkout@v4
+      - name: Checkout Code
+        uses: actions/checkout@v4
+
+      - name: Set up Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: 3.11
+          cache: "pip"
+
+      - name: Install dependencies
+        run: |
+          python -m pip install --upgrade pip==24.0
+          pip install torch --index-url https://download.pytorch.org/whl/cpu
+          if [ -f "requirements.txt" ]; then pip install -r requirements.txt; fi
 
-    - name: Set up Python
-      uses: actions/setup-python@v5
-      with:
-        python-version: 3.11
+      - name: Get target directories
+        id: get_files
+        run: |
+          # Find .py files
+          PY_FILES=$(find . -type f -name "*.py" ! -path "./.git/*" ! -path "./.github/*")
+          PY_FILE_COUNT=$(echo "$PY_FILES" | wc -l | tr -d ' ')
 
-    - name: Install dependencies
-      run: |
-        python -m pip install --upgrade pip==24.0
-        pip install torch --index-url https://download.pytorch.org/whl/cpu
-        if [ -f "requirements.txt" ]; then pip install -r requirements.txt; fi
+          # Find .ipynb files
+          IPYNB_FILES=$(find . -type f -name "*.ipynb" ! -path "./.git/*" ! -path "./.github/*")
+          IPYNB_FILE_COUNT=$(echo "$IPYNB_FILES" | wc -l | tr -d ' ')
 
-    - name: Get target directories
-      id: get_dirs
-      run: |
-        DIRS=$(find . -maxdepth 1 -type d ! -name "." ! -name ".github" | tr '\n' ' ')
+          PY_FILES_STR=$(echo "$PY_FILES" | tr '\n' ' ' | sed 's/ $//')
+          IPYNB_FILES_STR=$(echo "$IPYNB_FILES" | tr '\n' ' ' | sed 's/ $//')
 
-        echo "Target directories: $DIRS"
+          echo "PY_FILES=$PY_FILES_STR" >> "$GITHUB_ENV"
+          echo "PY_FILE_COUNT=$PY_FILE_COUNT" >> "$GITHUB_ENV"
+          echo "IPYNB_FILES=$IPYNB_FILES_STR" >> "$GITHUB_ENV"
+          echo "IPYNB_FILE_COUNT=$IPYNB_FILE_COUNT" >> "$GITHUB_ENV"
 
-        echo "DIRS=$DIRS" >> "$GITHUB_ENV"
+          echo "===== File Scan Result ====="
+          echo ".py files found: $PY_FILE_COUNT"
+          [ "$PY_FILE_COUNT" -gt 0 ] && echo "List: $PY_FILES_STR" || echo "List: None"
+          echo ".ipynb files found: $IPYNB_FILE_COUNT"
+          [ "$IPYNB_FILE_COUNT" -gt 0 ] && echo "List: $IPYNB_FILES_STR" || echo "List: None"
+          echo "============================"
 
-    - name: Run Pylint
-      run: |
-        NUM_CORES=$(nproc)
-        pylint ${{ env.DIRS }} --jobs=$NUM_CORES --rcfile=.github/pylint.conf
+      - name: Run Pylint for .py files
+        if: env.PY_FILE_COUNT -gt 0
+        run: |
+          NUM_CORES=$(nproc)
+          echo "Running Pylint on $PY_FILE_COUNT .py files..."
+          pylint ${{ env.PY_FILES }} --jobs=$NUM_CORES --rcfile=.github/pylint.conf
+
+      - name: Skip Pylint for .py (no files)
+          if: env.PY_FILE_COUNT -eq 0
+          run: echo "✅ No .py files found, skipping Pylint for .py"
+
+      - name: Run Pylint for .ipynb files (via nbqa)
+        if: env.IPYNB_FILE_COUNT -gt 0
+        run: |
+          NUM_CORES=$(nproc)
+          echo "Running Pylint on $IPYNB_FILE_COUNT .ipynb files..."
+          nbqa pylint ${{ env.IPYNB_FILES }} --jobs=$NUM_CORES --rcfile=.github/pylint.conf
+
+      - name: Skip Pylint for .ipynb (no files)
+        if: env.IPYNB_FILE_COUNT -eq 0
+        run: echo "✅ No .ipynb files found, skipping Pylint for .ipynb"
 
   markdownlint-check:
     name: Markdownlint Check
@@ -56,8 +91,27 @@ jobs:
       - name: Checkout Code
         uses: actions/checkout@v4
 
+      - name: Extract Markdown from .ipynb files
+        id: extract_md
+        run: |
+          mkdir -p temp_md
+          find . -name "*.ipynb" | while IFS= read -r nb; do
+            nb_relpath=$(realpath --relative-to=. "$nb")
+            temp_md_path="temp_md/${nb_relpath%.ipynb}.md"
+            mkdir -p "$(dirname "$temp_md_path")"
+            jq -r '
+              .cells
+              | map(select(.cell_type == "markdown") | .source | join(""))
+              | join("\n\n")
+            ' "$nb" > "$temp_md_path"
+          done
+
       - name: Run markdownlint
         uses: DavidAnson/markdownlint-cli2-action@v15
         with:
           globs: "**/*.md"
           config: '.github/.markdownlint.json'
+
+      - name: Clean up temporary files
+        if: always()
+        run: rm -rf temp_md
\ No newline at end of file
diff --git a/.github/workflows/label_issue.yaml b/.github/workflows/label_issue.yaml
new file mode 100644
index 0000000..6941d3f
--- /dev/null
+++ b/.github/workflows/label_issue.yaml
@@ -0,0 +1,103 @@
+name: Auto-add hardware label
+on:
+  issues:
+    types: [opened, edited]
+
+permissions:
+  issues: write
+
+jobs:
+  label-hardware:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Generate GitHub App token
+        id: generate-token
+        uses: actions/create-github-app-token@v1
+        with:
+          app-id: ${{ secrets.APP_ID }}
+          private-key: ${{ secrets.APP_PRIVATE_KEY }}
+
+      - name: Get hardware selection
+        id: get_hardware
+        run: |
+          ISSUE_BODY=$(jq -r '.issue.body' "$GITHUB_EVENT_PATH")
+
+          HARDWARE_RAW=$(echo "$ISSUE_BODY" | awk '
+            /^### Hardware Environment/ { flag=1; next }
+            flag==1 && /^###/ { flag=0 }
+            flag==1 { print $0 }
+          ')
+
+          echo "$HARDWARE_RAW" | grep -oP '\[x\] \K.*' | tr '[:upper:]' '[:lower:]' | sed '/^$/d' > target_labels.txt || true
+
+          touch target_labels.txt
+
+          echo "Target lables: "
+          cat target_labels.txt
+
+      - name: Get current labels on the issue
+        id: get_current
+        run: |
+          set -euo pipefail
+
+          CURRENT_LABELS=$(curl -s -H "Authorization: token ${{ steps.generate-token.outputs.token }}" \
+            "https://api.github.com/repos/${{ github.repository }}/issues/${{ github.event.issue.number }}/labels" || echo "[]")
+
+          echo "$CURRENT_LABELS" | jq -r '.[].name // empty' | grep -E '^(ascend|gpu|cpu)$' > current_labels.txt || true
+
+          touch current_labels.txt
+
+          echo "Current label list: "
+          cat current_labels.txt
+
+      - name: Calculate labels to add/remove
+        id: calc_diff
+        run: |
+          sort target_labels.txt > target_sorted.txt
+          sort current_labels.txt > current_sorted.txt
+
+          comm -23 target_sorted.txt current_sorted.txt > add_labels.txt
+
+          comm -13 target_sorted.txt current_sorted.txt > remove_labels.txt
+
+          echo "Labels to add: "
+          cat add_labels.txt
+          echo "Labels to remove: "
+          cat remove_labels.txt
+
+      - name: Add missing labels
+        run: |
+          if [ -s add_labels.txt ]; then
+                while IFS= read -r label; do
+                  if [ -n "$label" ]; then
+                    echo "Add label: $label"
+                    ENCODED_LABEL=$(printf "%s" "$label" | jq -sRr @uri)
+                    JSON_DATA=$(jq -n --arg label "$label" '[$label]')
+                    curl -X POST \
+                      -H "Authorization: token ${{ steps.generate-token.outputs.token }}" \
+                      -H "Accept: application/vnd.github.v3+json" \
+                      -H "Content-Type: application/json" \
+                      "https://api.github.com/repos/${{ github.repository }}/issues/${{ github.event.issue.number }}/labels" \
+                      -d "$JSON_DATA"
+                  fi
+                done < add_labels.txt
+              else
+                echo "No labels to add."
+              fi
+
+      - name: Remove extra labels
+        run: |
+          if [ -s remove_labels.txt ]; then
+            while IFS= read -r label; do
+              if [ -n "$label" ]; then
+                echo "Remove label: $label"
+                ENCODED_LABEL=$(printf "%s" "$label" | jq -sRr @uri)
+                curl -X DELETE \
+                  -H "Authorization: token ${{ steps.generate-token.outputs.token }}" \
+                  -H "Accept: application/vnd.github.v3+json" \
+                  "https://api.github.com/repos/${{ github.repository }}/issues/${{ github.event.issue.number }}/labels/$ENCODED_LABEL"
+              fi
+            done < remove_labels.txt
+          else
+            echo "No labels to remove."
+          fi
\ No newline at end of file
diff --git a/README.md b/README.md
index 820288f..7b0b3c4 100644
--- a/README.md
+++ b/README.md
@@ -76,9 +76,11 @@ See the [FAQ](https://github.com/mindspore-courses/applications/wiki/Developer-F
 
 ## Contributing
 
-We welcome bug reports, suggestions, and code contributions via [Issues](https://github.com/mindspore-courses/applications/issues) or [PRs](https://github.com/mindspore-courses/applications/pulls). Please follow our submission guidelines — all PRs are reviewed and merged by @xing-yiren and another committer. Your contributions make the project stronger!
+1. **Issue**: We welcome bug reports, suggestions and feature requests via [Issues](https://github.com/mindspore-courses/applications/issues).
 
-**Guidelines**: [Contributing Guidelines](https://github.com/mindspore-courses/applications/wiki/Contributing-Guidelines)
+2. **Pull Requests**： Developers may contribute bug fixes or code enhancements by submitting a [Pull Request](https://github.com/mindspore-courses/applications/pulls). Before submitting, please review the [Contributing Guidelines](https://github.com/mindspore-courses/applications/wiki/Contributing-Guidelines). Each PR will be reviewed and merged by Committer @xing-yiren and at least one additional committer. Your contributions help continuously improve the project.
+
+3. **Open-Source Project Submissions**: If you would like to recommend or self-nominate a qualified open-source project, please first align the repository with the [project repository guidelines](https://github.com/mindspore-courses/applications/wiki/Contributing-Guidelines). Then submit the project via email to [contact@public.mindspore.cn](mailto:contact@public.mindspore.cn) with the subject line: `【MindSpore + OrangePi Project Submission】<Project Name>`. Include a brief project introduction and a link to the source repository in the email body.
 
 ## Contributors
 
diff --git a/README_ZH.md b/README_ZH.md
index 2f77a70..da5cdd9 100644
--- a/README_ZH.md
+++ b/README_ZH.md
@@ -69,7 +69,11 @@ pip install requirements.txt
 
 ## 贡献与反馈
 
-欢迎各位开发者通过 [Issue](https://github.com/mindspore-courses/applications/issues) 提交建议或 bug 反馈，也可直接发起 [PR](https://github.com/mindspore-courses/applications/pulls) 进行Bug修复或代码贡献（提交前请参考提交规范，由Committer @xing-yiren 及另一位committer 完成评审合入），你的每一份参与都能让本项目更加完善。
+1. **Issue**：欢迎各位开发者通过 [Issue](https://github.com/mindspore-lab/orange-pi-mindspore/issues) 提交建议或 bug 反馈
+
+2. **Pull Request**: 开发者可发起 [PR](https://github.com/mindspore-courses/applications/pulls) 进行Bug修复或代码贡献（提交前请参考[提交规范](https://github.com/mindspore-lab/orange-pi-mindspore/wiki/Contributing-Guidelines)，由Committer @xing-yiren 及另一位Committer 完成评审合入），你的每一份参与都能让本项目更加完善。
+
+3. **开源项目**：若开发者有符合条件的开源项目推荐/自荐，欢迎按照[项目仓规范](https://github.com/mindspore-lab/orange-pi-mindspore/wiki/Contributing-Guidelines)完善项目内容后，邮件至[contact@public.mindspore.cn](mailto:contact@public.mindspore.cn)进行投稿，邮件标题请参考：`【昇思+香橙派项目投稿】项目名称`格式，并在正文中对项目进行简单介绍，附上代码仓链接。
 
 ### 提交规范
 
diff --git a/requirements.txt b/requirements.txt
index c114b7a..504b48a 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,4 +1,5 @@
 pylint==2.17
 mindspore==2.7.0
 mindnlp==0.5.1
-download
\ No newline at end of file
+download
+nbqa
\ No newline at end of file