Unfortunately SiFli didn’t add support to OpenOCD to their chips (seems like they are planing to add support to probe-rs project). Instead they have used JLink and created support to an old JLink version (6.80a) and all the instructions are from Windows.
So these are my steps to get it working on Linux (not completely successful yet)
$ dpkg -l jlink
ii jlink 8.12.1 amd64 SEGGER J-Link tools
$ sudo apt purge jlink
$ sudo dpkg -i JLink_Linux_V680a_x86_64.deb
$ cd SiFli-SDK/tools/flash/jlink_drv$
$ ls
JLinkDevices.xml sf32lb52x_sd sf32lb56x_nand sf32lb58x_nand_nobbm
sf32lb52x sf32lb55x sf32lb56x_sd sf32lb58x_sd
sf32lb52x_nand sf32lb55x_sd sf32lb58x
sf32lb52x_nand_nobbm sf32lb56x sf32lb58x_nand
$ sudo mkdir /opt/SEGGER/JLink_V680a/Devices/SiFli
$ sudo cp -a * /opt/SEGGER/JLink_V680a/Devices/SiFli/