Development of effective nanomedicines to deal with tumor immunogenicity and immunosuppression is vital to improve the immunotherapy efficacy. Herein, we developed a programmed strategy not only to activate the tumoral immune microenvironment through immunogenic cell death (ICD) effect but also to promote the maturation of dendritic cells (DCs) in lymph nodes through two modules of core-shell tecto dendrimer (CSTD)-based nanomedicines. The CSTDs with amplified tumor enhanced permeability and retention effect and improved gene delivery efficiency were formed by supramolecular self-assembly of generation 5 (G5) poly(amidoamine) dendrimers as cores and G3 dendrimers as shells. One module was employed to load doxorubicin for cancer cell chemotherapy to generate ICD, while the other module with partial surface modification of zwitterions and mannose was used for serum-enhanced YTHDF1 siRNA delivery to DCs to stimulate their maturation. These two modular CSTD-based nanomedicine formulations enable enhanced chemoimmunotherapy of an orthotopic breast tumor model through programmed treatment of cancer cells and DCs, and synergistic modulation of the maturation of DCs to activate the CD8/CD4 T cells for tumor killing. The developed CSTD-enabled nanomodules with improved drug/gene delivery performance may be applicable to tackle other cancer types via collaborative chemoimmunotherapy.