Border plants that can co-exist with Red Robin patio tree

I would like to plant perennials under my Red Robin Photinia (grasses interspersed with colour). The soil is clay heavy and the site is mostly shady with a few hours of direct sun. I want to achieve different heights but want all year round interest and something I can nurture. Any tips for treating the soil and plants that would work well under this patio tree without any detrimental affects to the tree, would be very welcome. Thank you.
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When you don't even know who's in the team
S.Yorkshire/Derbyshire border