You are using staging server - a separate instance of the ESP Component Registry that allows you to try distribution tools and processes without affecting the real registry.
idf.py add-dependency "jax0312/aw9523b^0.0.2"
idf.py add-dependency "jax0312/aw9523b^0.0.2"