feat: integrate desktop runtime and root workspace updates

autoresearch.sh

@@ -6,7 +6,7 @@ ROOT="$SCRIPT_DIR"
 mkdir -p "$ROOT/experiments"
 
 echo "[INFO] Fast preflight (cargo check)..." >&2
-cargo check -p localllm-cli --quiet
+cargo check --manifest-path "$ROOT/tauri-app/src-tauri/Cargo.toml" --quiet
 
-python "$ROOT/experiments/bench_cli_surface.py" \
+python "$ROOT/experiments/bench_tauri_runtime_surface.py" \
     --root "$ROOT"