Cirq
技能 已验证 活跃Google quantum computing framework. Use when targeting Google Quantum AI hardware, designing noise-aware circuits, or running quantum characterization experiments. Best for Google hardware, noise modeling, and low-level circuit design. For IBM hardware use qiskit; for quantum ML with autodiff use pennylane; for physics simulations use qutip.
To enable AI agents to utilize Google's Cirq framework for quantum computing tasks, from basic circuit design and simulation to advanced noise modeling and hardware integration.
功能
- Design and simulate quantum circuits with Cirq
- Integrate with various quantum hardware providers
- Implement noise models and error mitigation techniques
- Run parameterized circuits and sweeps
- Access detailed documentation and best practices
使用场景
- Targeting Google Quantum AI hardware
- Designing noise-aware quantum circuits
- Running quantum characterization experiments
- Simulating quantum algorithms with parameter sweeps
非目标
- Running circuits on IBM hardware (use qiskit)
- Quantum ML with autodiff (use pennylane)
- Physics simulations (use qutip)
安装
npx skills add K-Dense-AI/claude-scientific-skills通过 npx 运行 Vercel skills CLI(skills.sh)— 需要本地安装 Node.js,以及至少一个兼容 skills 的智能体(Claude Code、Cursor、Codex 等)。前提是仓库遵循 agentskills.io 格式。
质量评分
已验证类似扩展
Cirq Quantum Computing with Python
98Part of the AlterLab Academic Skills suite. Google quantum computing framework. Use when targeting Google Quantum AI hardware, designing noise-aware circuits, or running quantum characterization experiments. Best for Google hardware, noise modeling, and low-level circuit design. For IBM hardware use qiskit; for quantum ML with autodiff use pennylane; for physics simulations use qutip.
Qiskit
99IBM quantum computing framework. Use when targeting IBM Quantum hardware, working with Qiskit Runtime for production workloads, or needing IBM optimization tools. Best for IBM hardware execution, quantum error mitigation, and enterprise quantum computing. For Google hardware use cirq; for gradient-based quantum ML use pennylane; for open quantum system simulations use qutip.
Qutip
99Quantum physics simulation library for open quantum systems. Use when studying master equations, Lindblad dynamics, decoherence, quantum optics, or cavity QED. Best for physics research, open system dynamics, and educational simulations. NOT for circuit-based quantum computing—use qiskit, cirq, or pennylane for quantum algorithms and hardware execution.
Simulate Cpu Architecture
100Design and simulate a minimal CPU from scratch: define an instruction set architecture (ISA), build the datapath (ALU, register file, program counter, memory interface), design the control unit (hardwired or microprogrammed), implement the fetch-decode-execute cycle, and verify by tracing a small program clock cycle by clock cycle. The capstone "computer inside a computer" exercise that composes combinational and sequential building blocks into a complete processor.
Gemini Api Dev
99使用此技能来构建使用 Gemini API 托管模型（包括 Gemini 和 Gemma 4）的应用程序，处理多模态内容（文本、图像、音频、视频），实现函数调用，使用结构化输出，或需要最新的模型规范。涵盖 SDK 使用（Python 的 google-genai、JavaScript/TypeScript 的 @google/genai、Java 的 com.google.genai:google-genai、Go 的 google.golang.org/genai）、模型选择和 API 功能。
Molecular Dynamics
99Run and analyze molecular dynamics simulations with OpenMM and MDAnalysis. Set up protein/small molecule systems, define force fields, run energy minimization and production MD, analyze trajectories (RMSD, RMSF, contact maps, free energy surfaces). For structural biology, drug binding, and biophysics.