diff --git a/00-Meta/GEMINI.md b/00-Meta/GEMINI.md
index b11d92a..d89d17f 100644
--- a/00-Meta/GEMINI.md
+++ b/00-Meta/GEMINI.md
@@ -99,6 +99,16 @@ Always respond in Markdown. Use headings, lists, and bold text for clarity.
     3.  **Broken Link Check:** Scan the entire vault for internal links pointing to non-existent notes and report them.
     4.  **Workflow Integrity Check:** A self-audit to ensure temporary files from other workflows have been properly deleted.
 
+- **[Memory/Workflow Name]:** Chinese Note Completion Workflow
+- **Value:** This workflow automatically completes Chinese vocabulary entries in notes by finding and filling in missing Hanzi, Pinyin, or English translations. It uses a dedicated Python script for Pinyin conversion.
+- **Example Protocol:**
+    1.  **Trigger:** Manually run on a specific Chinese note file.
+    2.  **Action:** The assistant scans the note for incomplete entries (missing Hanzi, Pinyin, or translation).
+    3.  **Action (Pinyin):** If Pinyin is missing, it executes the `00-Meta/scripts/get_pinyin.py` script with the Hanzi as an argument to get the correct Pinyin.
+    4.  **Action (Translation):** If the English translation is missing, it uses a web search to find the translation for the Hanzi/Pinyin.
+    5.  **Action (Hanzi):** If Hanzi is missing, it uses a web search with the Pinyin and/or translation to find the characters.
+    6.  **Action:** The assistant updates the note file with the completed entries.
+
 - **[Memory/Workflow Name]:** [Brief Description of the Task]
 - **Value:** [Why this task is useful/complex to record]
 - **Example Protocol:** [Step-by-step instructions or key constraint used to achieve the desired outcome]
diff --git a/00-Meta/scripts/get_pinyin.py b/00-Meta/scripts/get_pinyin.py
new file mode 100644
index 0000000..6027c17
--- /dev/null
+++ b/00-Meta/scripts/get_pinyin.py
@@ -0,0 +1,41 @@
+# -*- coding: utf-8 -*-
+"""
+This script converts a string of Chinese characters (Hanzi) into Pinyin with tone marks.
+
+Usage:
+    python get_pinyin.py "你的汉字"
+
+Example:
+    python get_pinyin.py "你好"
+    Expected output: nǐ hǎo
+"""
+import sys
+from pypinyin import pinyin, Style
+
+def get_pinyin(text):
+    """
+    Converts a string of Hanzi characters to a Pinyin string with tone marks.
+    
+    Args:
+        text (str): The Hanzi string to convert.
+        
+    Returns:
+        str: The resulting Pinyin string.
+    """
+    # The pinyin() function returns a list of lists, e.g., [['nǐ'], ['hǎo']]
+    # We use a list comprehension to flatten it and then join the elements with a space.
+    pinyin_list = pinyin(text, style=Style.TONE)
+    return " ".join([item[0] for item in pinyin_list])
+
+if __name__ == "__main__":
+    # Check if a command-line argument was provided
+    if len(sys.argv) > 1:
+        # The first argument (sys.argv[0]) is the script name,
+        # so the Hanzi text is the second argument (sys.argv[1]).
+        hanzi_text = sys.argv[1]
+        pinyin_output = get_pinyin(hanzi_text)
+        print(pinyin_output)
+    else:
+        # If no argument is provided, print the usage instructions.
+        print('Usage: python get_pinyin.py "你的汉字"')
+        print('Example: python get_pinyin.py "你好"')