diff --git a/.dockerignore b/.dockerignore
new file mode 100644
index 0000000..33c31f5
--- /dev/null
+++ b/.dockerignore
@@ -0,0 +1,4 @@
+.git
+__pycache__/
+*.pyc
+.pytest_cache/
diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..9d210a0
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,14 @@
+FROM modelhubxc-4pd.tencentcloudcr.com/xc_agent_platform/python:3.11-slim
+
+ENV PYTHONUNBUFFERED=1
+
+WORKDIR /app
+
+COPY requirements.txt .
+RUN pip install --no-cache-dir -r requirements.txt
+
+COPY . .
+
+EXPOSE 8080
+
+CMD ["python", "main.py"]
diff --git a/main.py b/main.py
new file mode 100644
index 0000000..d879f6c
--- /dev/null
+++ b/main.py
@@ -0,0 +1,94 @@
+"""ModelHub XC Agent Strategy — HTTP service matching platform runtime contract."""
+import json
+import os
+import signal
+import traceback
+from datetime import datetime
+from http.server import BaseHTTPRequestHandler, ThreadingHTTPServer
+
+HOST = "0.0.0.0"
+PORT = 8080
+shutdown_requested = False
+
+
+class Handler(BaseHTTPRequestHandler):
+    def do_GET(self) -> None:
+        if self.path == "/health":
+            self._send_json({"status": "ok"})
+        elif self.path == "/":
+            self._send_json({
+                "name": "p800-vllm-agent",
+                "status": "running",
+                "config": self._get_config(),
+            })
+        else:
+            self._send_json({"error": "not found"}, status=404)
+
+    def do_POST(self) -> None:
+        """Handle task submission from platform."""
+        if self.path == "/task":
+            length = int(self.headers.get("Content-Length", 0))
+            body = self.rfile.read(length) if length else b"{}"
+            try:
+                task = json.loads(body)
+                result = self._handle_task(task)
+                self._send_json(result)
+            except Exception:
+                self._send_json({"error": traceback.format_exc()}, status=500)
+        else:
+            self._send_json({"error": "not found"}, status=404)
+
+    def _handle_task(self, task: dict) -> dict:
+        """Process a model adaptation task."""
+        model = task.get("model_address", task.get("modelAddress", ""))
+        config = task.get("config_params", task.get("configParams", {}))
+        print(f"[{datetime.now()}] Task received: model={model}", flush=True)
+        return {
+            "status": "accepted",
+            "model": model,
+            "message": "Task received by agent",
+        }
+
+    def _get_config(self) -> dict:
+        token = os.getenv("EXTERNAL_SERVICE_TOKEN", "")
+        return {
+            "external_service_token_present": bool(token),
+            "model_address": os.getenv("MODEL_ADDRESS", ""),
+            "config_params": os.getenv("CONFIG_PARAMS", ""),
+        }
+
+    def log_message(self, fmt: str, *args: object) -> None:
+        print(f"{self.address_string()} - {fmt % args}", flush=True)
+
+    def _send_json(self, body: dict, status: int = 200) -> None:
+        payload = json.dumps(body, ensure_ascii=False).encode()
+        self.send_response(status)
+        self.send_header("Content-Type", "application/json")
+        self.send_header("Content-Length", str(len(payload)))
+        self.end_headers()
+        self.wfile.write(payload)
+
+
+def _handle_signal(signum: int, _frame: object) -> None:
+    global shutdown_requested
+    shutdown_requested = True
+    print(f"Received signal {signum}, shutting down", flush=True)
+
+
+def main() -> None:
+    signal.signal(signal.SIGTERM, _handle_signal)
+    signal.signal(signal.SIGINT, _handle_signal)
+
+    server = ThreadingHTTPServer((HOST, PORT), Handler)
+    server.timeout = 1
+    print(f"Agent listening on {HOST}:{PORT}", flush=True)
+
+    while not shutdown_requested:
+        server.handle_request()
+
+    server.server_close()
+    print("Agent stopped", flush=True)
+
+
+if __name__ == "__main__":
+    main()
diff --git a/requirements.txt b/requirements.txt
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/requirements.txt
@@ -0,0 +1 @@
+