With the rapid development of multispectral detection technology, the demand for multi-band, multifunctional, and compatible infrared camouflage in complex military environments is becoming increasingly urgent. Traditional infrared camouflage technology mainly focuses on the control of single-band emissivity, and the static design is hard to match with the surrounding environment and actual needs. When the target has a significant difference in emissivity compared to the environment, low-emissivity camouflage may expose itself due to abnormal thermal signals. At the same time, existing technologies often overlook the needs of multispectral compatibility, such as the lack of comprehensive management of heat accumulation, laser stealth, and visible light camouflage when achieving infrared camouflage. The adaptability mechanisms in nature provide new insights, such as the unique spectral characteristics of Rosaceae plants. Their band response patterns offer significant inspiration for the design of tunable and compatible visible light camouflage, as well as infrared and laser stealth. The emergence and application of phase change materials provide a possibility to solve this key problem. The reversible switching between crystalline and amorphous states supports the regulation of optical parameters, enabling multifunctional compatible stealth and camouflage in infrared, laser and visible light bands.