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@@ -41,6 +41,8 @@ COPY --from=builder /app/env /app/env
 ENV PATH="/app/.venv/bin:$PATH"
 ENV PYTHONPATH="/app/env:$PYTHONPATH"
 ENV ENABLE_WEB_INTERFACE=true
+ENV ENV_README_PATH=/app/env/README.md
+ENV SPACE_ID=huzzle-labs/visual_memory
 
 EXPOSE 8000
 

README.md

@@ -30,14 +30,32 @@ This Space is built from OpenEnV environment `visual_memory`.
 
 ### Connecting from Code
 
+Connect using the `VisualMemoryEnv` client:
+
 ```python
-from openenv import AutoEnv
+from visual_memory import VisualMemoryAction, VisualMemoryEnv
+
+with VisualMemoryEnv.from_env("huzzle-labs/visual_memory") as env:
+    obs = env.reset()
+    # Use tool_name and arguments_json (NOT message)
+    obs = await env.step(VisualMemoryAction(
+        tool_name="list_scenarios",
+        arguments_json="{}"
+    ))
+    obs = await env.step(VisualMemoryAction(
+        tool_name="load_scenario",
+        arguments_json='{"scenario_id": "directional_trap_8x8"}'
+    ))
+    obs = await env.step(VisualMemoryAction(
+        tool_name="reveal_cell",
+        arguments_json='{"row": 2, "col": 3}'
+    ))
+```
 
-env = AutoEnv.from_env("visual_memory", base_url="https://huzzle-labs-visual-memory.hf.space")
-with env:
-    env.reset()
-    tools = env.list_tools()
-    print(f"Available tools: {[t.name for t in tools]}")
+Or connect directly to a running server:
+
+```python
+env = VisualMemoryEnv(base_url="https://huzzle-labs-visual-memory.hf.space")
 ```
 
 ## What Is This Gym?