Currently the Artifact Downloader task doesn't replace the files that already exist in the current working directory, and a workaround can be to download the artifacts into a sub-directory (by using the "Destination path" field of the Artifact Downloader task). Add a checkbox in the Artifact Downloader task for requiring the replacement of an existing file if a file with the same name already exists.