## Quickstart: Qiskit

This guide shows how to:

- Build a simple parameterized Qiskit circuit.
- Wrap a `Sampler` or `Estimator` using the QuantumUQ adapters.
- Apply `ShotBootstrap` and `NoiseProfile`.

The corresponding runnable notebook is in `examples/notebooks/01_qiskit_quickstart.ipynb`.

