Analytic quantum gradient estimation via the parameter shift rule. Supports both Estimator (expectation value gradients) and Sampler (probability distribution gradients) primitives. Requires circuits composed exclusively of supported gate types. Skill-first for covered code generation, runnable examples, execution, debugging, validation, and fixed workflows.
