Targeted protein degradation is a powerful tool for biological research, cell therapy, and synthetic biology. However, conventional methods often depend on pre-fused degrons or chemical degraders, limiting their wider applications. In this study, a guided protein labeling and degradation system (GPlad) was developed in Escherichia coli, using de novo designed guide proteins and arginine kinase (McsB) for precise degradation of various proteins, including fluorescent proteins, metabolic enzymes, and human proteins. GPlad was expanded into versatile tools such as antiGPlad, OptoGPlad, and GPTAC, enabling reversible inhibition, optogenetic regulation, and biological chimerization. The combination of GPlad and antiGPlad allows for programmable circuit construction, such as ON/OFF switches, signal amplifiers, and oscillators. OptoGPlad-mediated degradation of MutH accelerated E. coli evolution under protocatechuic acid stress, reducing the required generations from 220 to 100. Additionally, GPTAC-mediated degradation of AroE enhanced the titer of 3-dehydroshikimic acid to 92.6 g/L, a 23.8% improvement over the conventional CRISPR interference method. GPlad provides a tunable, plug-and-play strategy for straightforward protein degradation without the need for pre-fusion, with substantial implications for synthetic biology and metabolic engineering