Although academia presents itself as a meritocracy organized around content mastery and methods, daily life in graduate education is governed by a hidden curriculum. We call the tacit knowledge and process literacy needed to survive and thrive the shadow degree—the parallel education in power, people, politics, and self that runs alongside formal milestones. In this chapter, four scholars speak plainly about mentorship within that shadow degree. We draw on our positionalities, stories, and practices alongside frameworks such as Yosso’s Community Cultural Wealth, Delpit’s call to make power visible in pedagogy, and hooks’ concept of homeplace as a site of resistance and care, to highlight how mentorship contributes to equity. We address the experiences of women of color as mentors and mentees, including the labor and costs of mentoring while marginalized, the phenomena that push underrepresented students out, and the ongoing negotiations (e.g., boundaries, grief, finances, wellness, risk). We describe tools—mentoring maps, lab “how-we-work” memos, milestone maps, micro-scripts, bias-auditing prompts, shadow-degree logs, and ethically bounded uses of AI—that help shift attention toward the relational and human dimensions of mentoring. Throughout, we keep an honest, conversational voice that centers dignity and agency while advocating for the decolonization of mentorship. Our aim is practical and political, to make the implicit explicit, to sustain, and to transform systems of mentoring culture. Above all, our point stands, mentoring is relational and human first, tools and structures should serve—not supplant—the relationship.