diff --git a/.github/README_TEMPLATE.md b/.github/README_TEMPLATE.md
new file mode 100644
index 000000000..10ce8c8ab
--- /dev/null
+++ b/.github/README_TEMPLATE.md
@@ -0,0 +1,52 @@
+# {{PROJECT_NAME}}
+
+{{PROJECT_TAGLINE}}
+
+## Badges
+
+- License: {{LICENSE_BADGE}}
+- Docs: {{DOCS_BADGE}}
+- Community: {{COMMUNITY_BADGE}}
+
+## Table of Contents
+
+- [Overview](#overview)
+- [Quick Start](#quick-start)
+- [Architecture](#architecture)
+- [Core Features](#core-features)
+- [Contributing](#contributing)
+- [Community](#community)
+- [License](#license)
+
+## Overview
+
+{{PROJECT_DESCRIPTION}}
+
+## Quick Start
+
+```bash
+{{QUICK_START_COMMANDS}}
+```
+
+## Architecture
+
+{{ARCHITECTURE_SUMMARY}}
+
+## Core Features
+
+- {{FEATURE_1}}
+- {{FEATURE_2}}
+- {{FEATURE_3}}
+
+## Contributing
+
+See [CONTRIBUTING.md](CONTRIBUTING.md) for development workflow and contribution rules.
+
+## Community
+
+- GitHub Discussions: {{DISCUSSIONS_URL}}
+- Discord: {{DISCORD_URL}}
+
+## License
+
+{{LICENSE_TEXT}}
diff --git a/.github/scripts/standardize_readme.py b/.github/scripts/standardize_readme.py
new file mode 100755
index 000000000..accef0f17
--- /dev/null
+++ b/.github/scripts/standardize_readme.py
@@ -0,0 +1,113 @@
+#!/usr/bin/env python3
+"""README standardization helper for MoFA repositories.
+
+Usage examples:
+  python .github/scripts/standardize_readme.py --check README.md README_cn.md
+  python .github/scripts/standardize_readme.py --write README_cn.md
+"""
+
+from __future__ import annotations
+
+import argparse
+import re
+import sys
+from pathlib import Path
+
+CANONICAL_DISCORD = "https://discord.com/invite/hKJZzDMMm9"
+CANONICAL_DISCUSSIONS = "https://github.com/mofa-org/mofa/discussions"
+REQUIRED_SECTIONS = [
+    "overview",
+    "quick start",
+    "contributing",
+    "community",
+]
+
+SECTION_ALIASES = {
+    "overview": "overview",
+    "quick start": "quick start",
+    "contributing": "contributing",
+    "community": "community",
+    "概述": "overview",
+    "快速开始": "quick start",
+    "贡献": "contributing",
+    "社区": "community",
+}
+
+
+def parse_sections(text: str) -> set[str]:
+    sections: set[str] = set()
+    for line in text.splitlines():
+        if line.startswith("## "):
+            raw = line[3:].strip().lower()
+            sections.add(SECTION_ALIASES.get(raw, raw))
+    return sections
+
+
+def normalize_community_labels(text: str) -> str:
+    # Normalize labels and URLs for community links.
+    text = text.replace(
+        "GitHub Issues: [https://github.com/mofa-org/mofa/discussions](https://github.com/mofa-org/mofa/discussions)",
+        "GitHub Discussions: [https://github.com/mofa-org/mofa/discussions](https://github.com/mofa-org/mofa/discussions)",
+    )
+
+    text = re.sub(
+        r"https://discord(?:\.gg|\.com/invite)/hKJZzDMMm9",
+        CANONICAL_DISCORD,
+        text,
+    )
+    text = re.sub(
+        r"https://github\.com/mofa-org/mofa/discussions",
+        CANONICAL_DISCUSSIONS,
+        text,
+    )
+    return text
+
+
+def check_required_sections(path: Path, text: str) -> list[str]:
+    present = parse_sections(text)
+    missing = [section for section in REQUIRED_SECTIONS if section not in present]
+    if missing:
+        print(f"[WARN] {path}: missing sections: {', '.join(missing)}")
+    else:
+        print(f"[OK]   {path}: required sections present")
+    return missing
+
+
+def process_file(path: Path, write: bool) -> int:
+    original = path.read_text(encoding="utf-8")
+    updated = normalize_community_labels(original)
+
+    missing = check_required_sections(path, updated)
+
+    if write and updated != original:
+        path.write_text(updated, encoding="utf-8")
+        print(f"[FIX]  {path}: normalized community labels/links")
+
+    return 1 if missing else 0
+
+
+def main() -> int:
+    parser = argparse.ArgumentParser(description="Standardize README structure and community links")
+    parser.add_argument("files", nargs="+", help="README files to process")
+    parser.add_argument("--write", action="store_true", help="Write normalized content in-place")
+    parser.add_argument("--check", action="store_true", help="Only check and report")
+    args = parser.parse_args()
+
+    missing_total = 0
+    for file_name in args.files:
+        path = Path(file_name)
+        if not path.exists():
+            print(f"[ERROR] {path}: file not found", file=sys.stderr)
+            return 2
+        missing_total += process_file(path, write=args.write and not args.check)
+
+    if missing_total > 0:
+        print("\nSome README files are missing required sections.")
+        return 1
+
+    print("\nREADME standardization check passed.")
+    return 0
+
+
+if __name__ == "__main__":
+    raise SystemExit(main())
diff --git a/README_cn.md b/README_cn.md
index 991f0993f..3ca9a7235 100644
--- a/README_cn.md
+++ b/README_cn.md
@@ -378,7 +378,7 @@ export MOFA_BIN=/absolute/path/to/mofa
 
 ## 社区
 
-- GitHub Issues: [https://github.com/mofa-org/mofa/discussions](https://github.com/mofa-org/mofa/discussions)
+- GitHub Discussions: [https://github.com/mofa-org/mofa/discussions](https://github.com/mofa-org/mofa/discussions)
 - Discord: [https://discord.com/invite/hKJZzDMMm9](https://discord.com/invite/hKJZzDMMm9)
 
 ## 星标历史