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Claude Skills by hiyenwong
github.com/hiyenwong9,934 skills5 installs19,223 views
- Quantum Autoencoder General AnomalyQuantum convolutional autoencoder (QCAE) for reconstruction-based anomaly detection using QCNN architectures - semi-supervised training on normal samples with reconstruction error as anomaly score.Votes: 0GitHub stars: 3
- Quantum Battery Parametric AmplificationReservoir-independent lossless charging methodology for open quantum batteries using counterdiabatic field cancellation in driven three-level cells.Votes: 0GitHub stars: 3
- Quantum Bayesian Game EquilibriumParameterized quantum circuit methodology for computing correlated equilibrium in Bayesian games. Addresses exponential growth in joint type-action space with quantum advantage.Votes: 0GitHub stars: 3
- Quantum Capacity SymmetryQuantum capacity threshold optimization using representation-theoretic symmetry methods for depolarizing and Pauli channels.Votes: 0GitHub stars: 3
- Quantum Certification FpgaQAccCert methodology — hybrid quantum certification framework using FPGA + AI for entanglement verification via CHSH inequality. Applicable to quantum software engineering (QSE), NISQ hardware certification, and LLM-guided quantum parameter optimization. (arXiv: 2607.07597)Votes: 0GitHub stars: 3
- Quantum Channel ContractionContraction and expansion values as monotone sequences refining the trace distance contraction coefficient of quantum channels. Provides bounds under channel composition that single scalar metrics cannot.Votes: 0GitHub stars: 3
- Quantum Chaos Diagnostics Topological ControlTopological control framework for quantum chaos diagnostics using OTOCs, spectral statistics, and information scrambling. Bridges network topology with information-theoretic, operator, and spectral diagnostics for quantum many-body systems.Votes: 0GitHub stars: 3
- Quantum Classical EquivalenceMethodology for analyzing quantum-classical equivalence in communication complexity, particularly for total Boolean functions and AND-functions.Votes: 0GitHub stars: 3
- Quantum Classical Shadow EstimationClassical Shadow Estimation of Unitary Channels (CSEU) — Heisenberg-limited prediction of quantum evolution properties without full tomography.Votes: 0GitHub stars: 3
- Quantum Compiler RoutingQuantum compiler qubit mapping and routing methodology for scalable quantum circuit compilation. Covers position graph abstraction, heuristic mapper optimization (SABRE), memoized congestion resolution, and architecture-aware compilation for heterogeneous quantum hardware including TI-QCCD (Trapped-Ion Quantum Charge-Coupled Device) systems. Use when: implementing quantum compilers, designing qubit mapping and routing algorithms, optimizing quantum circuit compilation for specific hardware ar...Votes: 0GitHub stars: 3
- Quantum Computing PatternsReusable patterns from quantum computing and quantum machine learning research. Covers distributed quantum computing, variational quantum algorithms, QML architectures, and quantum advantage verification. Use when analyzing quantum computing papers, designing quantum-classical hybrid systems, or researching quantum advantage in ML. Triggers: quantum computing, QML, variational quantum algorithm, distributed quantum, quantum advantage, quantum circuit routing, NISQ.Votes: 0GitHub stars: 3
- Quantum Conditional Mutual Information Channel CapacityQuantum conditional mutual information (QCMI) and channel capacity methodology — establishes operational meaning of QCMI through conditional quantum communication task, proving optimal rate for establishing quantum correlation equals half the QCMI.Votes: 0GitHub stars: 3
- Quantum Confirmation Bias AdaptiveQuantum probability framework for understanding confirmation bias as optimal evidence selection - square-root probability spaces, matrix-valued observations, and evolutionary advantages in sequential hypothesis testing.Votes: 0GitHub stars: 3
- Quantum Control EngineeringEngineering patterns for reliable, efficient quantum control systems. Covers pulse-level gate optimization, real-time closed-loop QEC, dynamic decoder scheduling, physics-informed LLM control, and thermodynamic control optimization. Use when designing quantum control architectures, optimizing gate implementations, building real-time error correction systems, or managing quantum resource allocation. Keywords: quantum control, pulse optimization, QEC scheduling, fault-tolerant control, FPGA qua...Votes: 0GitHub stars: 3
- Quantum Control InterpolationLie algebra-based quantum optimal control interpolation methodology for generating control pulses for arbitrary unitary operations in superconducting qubit systems.Votes: 0GitHub stars: 3
- Quantum Cost Landscape Ravine AnalysisRavine analysis methodology for variational quantum algorithm (VQA) optimization using nudged elastic band (NEB) algorithm from theoretical chemistry to find low-cost paths connecting local minima in quantum cost landscapes, enabling ensemble prediction frameworks that outperform naive quantum alternatives.Votes: 0GitHub stars: 3
- Quantum Crypto Investment RiskQuantum computing risk assessment framework for cryptocurrency investments - Monte-Carlo forecasting of quantum threat timelines, exposure analysis, and post-quantum migration pathwaysVotes: 0GitHub stars: 3
- Quantum Cut SparsificationHamiltonian sparsification methodology for Quantum Cut (QC) Hamiltonians. Achieves O(n) term sparsification in n-qubit systems while preserving energy of every state. Uses invariant subspace decomposition and expander graph techniques.Votes: 0GitHub stars: 3
- Quantum Cut SparsifiersHamiltonian sparsification methodology showing any n-qubit Quantum Cut Hamiltonian can be sparsified to O~(n/eps^2) terms while preserving energy using invariant subspace decomposition.Votes: 0GitHub stars: 3
- Quantum Data Reuploading ApproximationQuantum data re-uploading circuit approximation methodology — analyzing the depth-error tradeoff between tunable and fixed encoding circuits, and establishing polylogarithmic depth recovery of expressivity.Votes: 0GitHub stars: 3
- Quantum Decentralized Ai EconomyFramework for building decentralized AI economies with proof-of-useful-work consensus and post-quantum security guarantees.Votes: 0GitHub stars: 3
- Quantum Density States Integer PartitionsSemi-classical quantum density of states methodology for analyzing integer partitions in number theory. Connects statistical mechanics methods with analytic number theory via periodic orbit theory, trace formulas, and level density analysis.Votes: 0GitHub stars: 3
- Quantum Diffusion Time Series GenerationQuantum generative diffusion model for real-world time series (QDiffusion-TS) - replaces feed-forward layers in diffusion transformers with QNNs, achieves ~1000x parameter reduction, 44% better Wasserstein distance, 71% forecasting improvementVotes: 0GitHub stars: 3
- Quantum Discord Behavioral GamesMethodology for quantum game theory using quantum discord as minimal resource for extending bounded rationality. Shows discord (without entanglement) enables behavioral strategies to substitute for strategic memory in extensive-form games with imperfect recall, establishing quantum analogue to Kuhn's theorem.Votes: 0GitHub stars: 3
- Quantum Drug DiscoveryAnalysis skill for quantum computing in drug discovery and molecular simulation. Use when researching quantum algorithms for molecular dynamics, quantum ML for drug screening, quantum chemistry methods (DFT, QM/MM), or quantum optimization for drug design. Triggers: quantum drug discovery, quantum molecular simulation, quantum chemistry, quantum pharmacology, quantum screening.Votes: 0GitHub stars: 3
- Quantum Economic Advantage CalculatorFramework for calculating quantum economic advantage timing — determines when quantum systems outperform classical computers on cost-equivalent basis for specific algorithms, incorporating error correction overhead, gate speeds, connectivity, and hardware roadmaps.Votes: 0GitHub stars: 3
- Quantum Element Wise TransformsQuantum algorithm methodology for element-wise polynomial transforms with exponential space reduction.Votes: 0GitHub stars: 3
- Quantum Emotional Memory Tensor NetworksQuantum-inspired tensor network methodology for modeling order-dependent emotional memory in children, achieving 77.98% accuracy by incorporating valence into tensor factorization. Based on arXiv:2606.28470.Votes: 0GitHub stars: 3
- Quantum Empirical Comparison AuditCLAIMSTAB-QC framework for auditing empirical comparisons in quantum software papers. Records baselines, metrics, and evidence; locks comparison design before outcomes; classifies reported directions as Sustained, Unresolved, or Reversed within locked audit scope. Evaluates 455 claims from 119 papers revealing a materialization gap.Votes: 0GitHub stars: 3
- Quantum Entangled Pet ImagingQuantum entangled PET imaging using Compton events methodology - leveraging quantum entanglement for improved clinical PET imaging with better coincidence detection and spatial resolution at clinically relevant activities.Votes: 0GitHub stars: 3
- Quantum Entanglement Capacity GainsQuantum entanglement assistance for exponential capacity gains in classical multiple access channels with causal CSITVotes: 0GitHub stars: 3
- Quantum Entanglement Mac CapacityQuantum entanglement-assisted Shannon capacity methodology for classical multiple access channels (MAC) with causal CSIT. Demonstrates exponential and unbounded robust capacity gains via shared entanglement between transmitters. Applicable to quantum-enhanced wireless networks, multi-user communication systems, and quantum information theory research. arXiv: 2606.06155.Votes: 0GitHub stars: 3
- Quantum Entanglement Pet ImagingFirst-in-human quantum entanglement imaging using J-PET plastic scintillator scanner for PET + entanglement degree tomography. Exploits polarization correlations of annihilation photons for enhanced diagnostics. Use when building quantum-enhanced PET imaging systems, polarization-correlated tomography, or entanglement-based biomarker analysis. Activation: quantum entanglement imaging, J-PET, plastic scintillator PET, polarization-correlated tomography, entanglement degree biomarker, 68Ga quan...Votes: 0GitHub stars: 3
- Quantum Entanglement PetQuantum entanglement-based PET imaging methodology using Compton scattering polarization correlations for novel tissue biomarkersVotes: 0GitHub stars: 3
- Quantum Entanglement Shannon CapacityMethodology for analyzing exponential and unbounded Shannon capacity gains in classical multiple access channels via quantum entanglement assistance with causal channel state information at transmitters.Votes: 0GitHub stars: 3
- Quantum Ergodicity SemiclassicalMathematical framework for quantum ergodicity and semiclassical measures. Covers high-frequency eigenmodes of the Laplacian on chaotic manifolds, the Quantum Ergodicity theorem (Schnirelman), Quantum Unique Ergodicity conjecture, and Kolmogorov-Sinai entropy constraints on semiclassical measures. Use for quantum chaos, semiclassical analysis, eigenmode distribution, or mathematical physics research.Votes: 0GitHub stars: 3
- Quantum Error Correction MethodsReusable patterns from quantum error correction research. Covers RL-controlled QEC, fault-tolerant architectures, neutral-atom systems, Bacon-Shor codes, and loss-biased codes. Use when analyzing QEC papers, designing fault-tolerant quantum systems, selecting error correction codes, or comparing QEC approaches.Votes: 0GitHub stars: 3
- Quantum Fast Weight Memory GatesStable Self-Modulating Quantum Fast-Weight Programmers (QFWPs) with bounded memory gates for quantum sequence modeling. Prevents long-sequence divergence via sign-preserving tanh gates on recurrent memory branch. Based on arXiv:2607.02363.Votes: 0GitHub stars: 3
- Quantum Fast Weight ProgrammersQuantum Fast-Weight Programmers with bounded memory gates for stable quantum sequence modeling. Input-dependent gates for fast-weight updates with sign-preserving tanh stabilization for long-sequence regimes. Applicable to quantum dynamics forecasting and time series prediction.Votes: 0GitHub stars: 3
- Quantum Fault Trees Minimal CutQuantum fault tree analysis methodology using quantum computing. Extends classical reliability engineering fault trees to quantum domain. Identifies minimal cut sets in system reliability analysis using quantum algorithms. Applicable to safety-critical systems, cyber-physical systems, and quantum system reliability engineering.Votes: 0GitHub stars: 3
- Quantum Fidelity Reference State EstimationQuantum state fidelity estimation methodology — sample-optimal algorithms for estimating fidelity between unknown and reference quantum states, with applications to tolerant quantum state certification and query complexity lower bounds.Votes: 0GitHub stars: 3
- Quantum Finance Computation StackUnified financial computation stack framework for quantum computing in finance. Combines five layers: portfolio optimization (QUBO/QAOA/warm-start), derivative pricing (amplitude estimation), tail-risk analysis, quantum ML (QNN/QRC), and post-quantum security. Synthesizes insights from arXiv:2604.08180, 2510.11153, 2507.20532, 2505.08917. Use for quantum finance architecture, hybrid workflow design, financial quantum advantage assessment, portfolio optimization methodology.Votes: 0GitHub stars: 3
- Quantum Finance Hybrid WorkflowDesign and evaluate hybrid quantum-classical financial workflows across portfolio optimisation, derivative pricing, risk estimation, and post-quantum security. Applies four-step evaluative logic: identify bottleneck → specify quantum primitive → compare classical benchmark → assess realistic constraints. Based on the financial-computation stack framework.Votes: 0GitHub stars: 3
- Quantum Finance PipelineHardware-aware quantum portfolio optimization pipeline pattern. Combines correlation-guided decomposition, constraint-aware QAOA mixers, and non-variational quantum optimization for large-scale financial problems.Votes: 0GitHub stars: 3
- Quantum Finance Portfolio量子计算在金融组合优化中的应用。涵盖 QUBO建模、量子退火、QRNG增强Monte Carlo、VaR/CVaR风险估计、QAOA Mixer选择、两步QAOA优化、混合量子优势审计、QRL动态组合优化、QAOA+ZNE误差缓解。触发词：量子金融、quantum portfolio、量子组合优化、quantum annealing finance、QRNG VaR、QAOA mixer、hybrid quantum audit、D-Wave hybrid、量子优势审计、quantum contribution measurement、QRL、QDDPG、QDQN、ZNE、zero noise extrapolation、carbon credit portfolioVotes: 0GitHub stars: 3
- Quantum Finance Stack AnalysisFinancial computation stack framework for evaluating quantum advantage across five finance domains: portfolio optimisation, derivative pricing, risk estimation, quantum ML, and post-quantum security. Provides structured methodology for assessing when quantum computing offers real value in financial applications.Votes: 0GitHub stars: 3
- Quantum Fisher View MlQUIVER methodology — enriching classical ML features with quantum Fisher information views from variational quantum circuits. Combines quantum geometry with classical ML for enhanced representations without fault-tolerant hardware. Also covers Hamming quantum kernel for scalable quantum SVMs. arXiv: 2606.02785, 2605.31449Votes: 0GitHub stars: 3
- Quantum Frequent Itemset MiningQuantumFreqMine (QFM) methodology for frequent itemset mining using quantum computing — bit-vector qubit encoding, mining-aware candidate superposition, and bit-parallel threshold marking.Votes: 0GitHub stars: 3
- Quantum Frobenius Canonical BasisQuantum Frobenius morphism compatibility analysis with canonical bases. Covers imaginary vectors, tight monomial cones, and canonical basis incompatibility for finite-dimensional simple Lie algebras. Triggers: quantum Frobenius, canonical basis, imaginary vectors, tight monomial cone, Lie algebra, Leclerc vectors, quantum group, representation theory.Votes: 0GitHub stars: 3
- Quantum Game Theory EconomicsQuantum game theory applications in economics and decision science. Use when analyzing quantum strategies in games, Nash equilibrium in quantum games, quantum entanglement in decision theory, quantum coins, quantum auctions, quantum bargaining. Keywords: quantum game theory, quantum economics, Nash equilibrium quantum, quantum strategy, quantum decision theory, quantum games, Bell inequality economics, quantum auction, quantum bargaining, 量子博弈, 量子经济学.Votes: 0GitHub stars: 3