Herein, we took advantage of mussel‐inspired chemistry and designed a novel self‐crosslinkable polymer‐based matrix MN (mMN) patch capable of encapsulating highly concentrated insulin, with super swelling capability, and rapid delivery of insulin at hyperglycemia. Here, INS is linked to Hyperglycemia.