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qiskit

Execute quantum circuits and extract measurement or expectation results using Qiskit.

Updated May 24, 2026
Search Tags:#transpilation#estimator#quantum computing#qiskit#sampler#ibm runtime#quantum primitives
One-click install
npx skills add https://github.com/Estrella-231/Mathematical_modeling_tongmeng --skill qiskit-estrella-231
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: qiskit
Source: https://github.com/Estrella-231/Mathematical_modeling_tongmeng/tree/main/.agents/skills/qiskit
Command: npx skills add https://github.com/Estrella-231/Mathematical_modeling_tongmeng --skill qiskit-estrella-231

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Qiskit helps you move from an abstract quantum algorithm to runnable quantum circuits and interpretable results, reducing the effort of circuit construction, device-aware preparation, and execution across simulators and IBM Quantum hardware.

Core Features & Use Cases

  • Circuit construction and analysis: Build circuits with QuantumCircuit, including measurements, composition, and parameterized (variational) workflows.
  • Hardware-aware execution: Transpile circuits to match backend topology and native gate sets before running on simulators or real quantum devices.
  • Quantum primitives for results: Use Sampler for measurement bitstrings and Estimator for expectation values to support optimization, chemistry, and ML-style workflows.
  • Enterprise-grade workflow support: Use IBM Quantum Runtime (sessions, batch mode, backends) and apply practical best practices like minimizing two-qubit gates and selecting appropriate shot counts.

Use Case: You want to prototype a variational quantum eigensolver for a small Hamiltonian using a local simulator first, then deploy the same workflow to an IBM backend while keeping transpilation and result extraction consistent.

Quick Start

Run a Bell-state circuit on a local simulator and print the measured counts from the attached example using Qiskit’s StatevectorSampler.

Frequently Asked Questions about qiskit

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I build and run quantum circuits with Qiskit?▼

To build and run quantum circuits, use Qiskit's `QuantumCircuit` for construction, transpile for hardware constraints, and execute via local simulators or IBM Quantum Runtime primitives to extract measurement results.

How do I calculate expectation values for quantum algorithms?▼

To calculate expectation values for quantum algorithms, use the Qiskit Estimator primitive, which extracts expectation results from executed circuits to support optimization, chemistry, and ML workflows.

Can I run parameterized quantum circuits on IBM Quantum hardware?▼

Yes, you can run parameterized quantum circuits on IBM Quantum hardware by constructing variational workflows with Qiskit's `QuantumCircuit`, transpiling for backend topology, and executing via IBM Quantum Runtime primitives.

What is hardware-aware transpilation in quantum computing?▼

Hardware-aware transpilation in quantum computing prepares circuits by matching backend topology and native gate sets, ensuring parameterized circuits run correctly on real quantum devices before execution.

Do I need IBM Quantum Runtime to use Qiskit primitives locally?▼

No, you do not need IBM Quantum Runtime to use Qiskit primitives locally, as the Skill supports running circuits via local simulators like StatevectorSampler to extract measurement bitstrings.

What is the best way to measure quantum circuit bitstrings locally?▼

The best way to measure quantum circuit bitstrings locally is using Qiskit's Sampler primitive, which executes transpiled circuits on a local simulator and extracts measurement counts for algorithm development.

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