Does it support the latest Qiskit V2 primitives?

Yes, the skill is updated to support the V2 interface for Sampler and Estimator, including session management and batch execution modes for production workloads.

What hardware does the Qiskit skill support?

It primarily targets IBM Quantum hardware via the Qiskit Runtime service, but it also supports local simulators and third-party providers like IonQ and Amazon Braket.

Can I use this for Quantum Machine Learning?

Yes, the skill provides guidance on using Qiskit Machine Learning libraries for developing quantum kernels, Variational Quantum Classifiers (VQC), and Quantum Neural Networks (QNN).

How does this skill assist with circuit optimization?

It provides implementation patterns for multi-level transpilation, gate cancellation, and routing strategies to minimize two-qubit gate counts and improve circuit fidelity.

Qiskit Quantum Framework

Name: Qiskit Quantum Framework
Author: Yezez9

byYezez9

0•

データサイエンスとML

Builds, optimizes, and executes quantum circuits on IBM Quantum hardware and simulators using the industry-standard Qiskit framework.

The Qiskit skill empowers developers to navigate the entire quantum computing lifecycle, from designing sophisticated quantum circuits to executing them on real-world hardware. It provides specialized guidance on hardware-specific transpilation, error mitigation, and the use of Qiskit Runtime primitives like Sampler and Estimator. Whether you are performing quantum chemistry simulations, building variational algorithms, or exploring quantum machine learning, this skill ensures your code follows the latest IBM Quantum best practices and architectural patterns.

主な機能

01High-performance circuit transpilation and hardware optimization

02Seamless integration with IBM Quantum Runtime and cloud backends

03Specialized libraries for optimization, chemistry, and machine learning

040 GitHub stars

05V2 Primitives (Sampler and Estimator) for advanced result processing

06Comprehensive visualization for circuits, state vectors, and histograms

ユースケース

01Developing variational quantum algorithms like VQE and QAOA

02Implementing quantum error mitigation for near-term hardware execution

03Simulating and visualizing complex quantum states and circuit topologies

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add yezez9/research-agent qiskit

For use in Claude.ai and ChatGPT