function run_hybrid_worker_wrapper(batchIdx)
    a_s_list     = parse_environmental_variable('SCATTERING_LENGTH_RANGE', 85);  % Scattering length
    theta_list   = parse_environmental_variable('POLAR_ANGLE_RANGE', 0);         % Polar angle
    phi_list     = parse_environmental_variable('AZIMUTHAL_ANGLE_RANGE', 0);     % Azimuthal angle
    N_atoms_list = parse_environmental_variable('NUM_ATOMS_LIST', 90000);        % Atom number
    chunkSize    = str2double(getenv('CHUNK_SIZE'));

    % Create full parameter grid (extendable)
    [A, T, P, N] = ndgrid(a_s_list, theta_list, phi_list, N_atoms_list);
    paramGrid    = [A(:), T(:), P(:), N(:)];
    totalJobs    = size(paramGrid, 1);
    totalBatches = ceil(totalJobs / chunkSize);

    if batchIdx > totalBatches
        error('Batch index %d exceeds total batches (%d)', batchIdx, totalBatches);
    end

    firstIdx     = (batchIdx - 1) * chunkSize + 1;
    lastIdx      = min(batchIdx * chunkSize, totalJobs);

    % Call worker with this batch of parameters
    batchParams = paramGrid(firstIdx:lastIdx, :);
    Scripts.run_hybrid_worker(batchParams, batchIdx);
end

function vals = parse_environmental_variable(varName, default)
    str = getenv(varName);
    if isempty(str)
        vals = default;
    elseif startsWith(str, '[')
        vals = str2num(str); %#ok<ST2NM>
    else
        vals = eval(str);  % Trust only controlled environments
    end
end