Can I perform quantum chemistry simulations?

Yes, it provides patterns for Qiskit Nature, including integration with PySCF for ground state energy calculations and electronic structure problems.

Does this skill support quantum machine learning?

Absolutely, it includes guidance for the qiskit-machine-learning extension, covering feature maps, ansatz design, and variational quantum classifiers.

How does this skill help with Qiskit's rapid API changes?

The skill enforces 'Critical Rules' and 'Anti-Patterns' that steer Claude away from deprecated methods like execute() and toward modern patterns like Primitives (Estimator/Sampler).

Can I use this skill to run code on real IBM Quantum hardware?

Yes, the skill provides specific implementation patterns for transpiling circuits and submitting jobs to real hardware backends using the latest Qiskit provider systems.

Qiskit Quantum Computing

Name: Qiskit Quantum Computing
Author: tondevrel

bytondevrel

•

Data Science & ML

Facilitates the design, simulation, and execution of quantum circuits and algorithms using IBM's Qiskit framework.

This skill provides comprehensive guidance for leveraging Qiskit, the open-source SDK for working with quantum computers at the level of circuits, pulses, and application modules. It assists developers and researchers in building complex quantum circuits, implementing foundational algorithms like VQE, QAOA, and Grover's, and performing specialized tasks in quantum chemistry and machine learning. By offering best practices for circuit transpilation, noise modeling, and hardware execution, it ensures efficient workflows from local simulation to real quantum backends while avoiding deprecated APIs.

Key Features

01Advanced quantum simulation and noise modeling via Aer

021 GitHub stars

03Variational algorithm implementation (VQE, QAOA) with primitives

04Hardware-specific circuit transpilation and optimization

05Quantum circuit construction and gate implementation

06Quantum chemistry and optimization problem mapping

Use Cases

01Modeling molecular ground states using Qiskit Nature for quantum chemistry research.

02Building hybrid quantum-classical machine learning models using Qiskit Machine Learning.

03Developing and testing quantum algorithms on classical simulators before hardware deployment.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add tondevrel/scientific-agent-skills qiskit

For use in Claude.ai and ChatGPT

Download Skill